From 20005fcd2be8477faea79a22d934c97b017b9021 Mon Sep 17 00:00:00 2001
From: yh202109 <92902613+yh202109@users.noreply.github.com>
Date: Sun, 7 Jul 2024 20:36:35 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20yh202109?=
 =?UTF-8?q?/mtbp3@4304a9ae1cefa604856d27597ea4a4439fb4c412=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../report.html                               |   6 +-
 .../coverage.xml                              |   8 +-
 ...c7551e2dc947d11a8157855147204ec45f83ea.png | Bin 104921 -> 0 bytes
 ...1fe49ae291523c40b46bd499b410410a469d72.png | Bin 43695 -> 0 bytes
 ...bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png | Bin 0 -> 100375 bytes
 ...880e8f27654973720d4ef593ba7ca4421f4ec2.png | Bin 0 -> 43710 bytes
 _modules/mtbp3/stdiso/pdfsummary.html         |   9 +-
 _sources/std_iso_pdf.ipynb.txt                |  16 +-
 _static/reports/coverage/coverage-badge.svg   |   2 +-
 _static/reports/coverage/coverage.xml         |   8 +-
 _static/reports/junit/junit.xml               |   2 +-
 _static/reports/junit/report.html             |   6 +-
 example_cdtg.html                             |  10 +-
 example_clinical.html                         |  74 ++---
 example_emt3.html                             | 264 +++++++++---------
 example_files.html                            |   6 +-
 searchindex.js                                |   2 +-
 std_iso_pdf.html                              |  38 +--
 18 files changed, 231 insertions(+), 220 deletions(-)
 delete mode 100644 _images/6d5f3f9f8b147cd35d77fe029fc7551e2dc947d11a8157855147204ec45f83ea.png
 delete mode 100644 _images/7fd4a6fe5a00ab01f25b3a2b761fe49ae291523c40b46bd499b410410a469d72.png
 create mode 100644 _images/ddca254f399bfda7865640a085bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png
 create mode 100644 _images/e5388e10365b94fa6a71112c2e880e8f27654973720d4ef593ba7ca4421f4ec2.png
diff --git a/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html b/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
index e0766907..ec6b1331 100644
--- a/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
+++ b/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
@@ -328,7 +328,7 @@
   </head>
   <body>
     <h1 id="title">report.html</h1>
-    <p>Report generated on 07-Jul-2024 at 19:38:32 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 07-Jul-2024 at 20:35:44 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ <h2>Environment</h2>
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">30 tests took 499 ms.</p>
+        <p class="run-count">30 tests took 517 ms.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -429,7 +429,7 @@ <h2>Summary</h2>
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.10.14&#34;, &#34;Platform&#34;: &#34;Linux-6.5.0-1022-azure-x86_64-with-glibc2.35&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.2.2&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}, &#34;CI&#34;: &#34;true&#34;, &#34;JAVA_HOME&#34;: &#34;/usr/lib/jvm/temurin-11-jdk-amd64&#34;}, &#34;tests&#34;: {&#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;, &#34;duration&#34;: &#34;10 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;10 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_expected_file_lists&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_files&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlgt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;, &#34;duration&#34;: &#34;7 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_llt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;7 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_list_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_list_files&#34;, &#34;duration&#34;: &#34;26 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_list_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;26 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_json&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;, &#34;duration&#34;: &#34;0 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_string&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;0 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;, &#34;duration&#34;: &#34;13 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;13 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;, &#34;duration&#34;: &#34;8 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;, &#34;duration&#34;: &#34;18 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;18 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;, &#34;duration&#34;: &#34;229 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;229 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;, &#34;duration&#34;: &#34;67 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;67 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;, &#34;duration&#34;: &#34;66 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;66 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;report.html&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.10.14&#34;, &#34;Platform&#34;: &#34;Linux-6.5.0-1022-azure-x86_64-with-glibc2.35&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.2.2&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}, &#34;CI&#34;: &#34;true&#34;, &#34;JAVA_HOME&#34;: &#34;/usr/lib/jvm/temurin-11-jdk-amd64&#34;}, &#34;tests&#34;: {&#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;, &#34;duration&#34;: &#34;9 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;9 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_expected_file_lists&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_files&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlgt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;, &#34;duration&#34;: &#34;8 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_llt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;, &#34;duration&#34;: &#34;7 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;7 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_list_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_list_files&#34;, &#34;duration&#34;: &#34;27 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_list_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;27 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_json&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;, &#34;duration&#34;: &#34;0 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_string&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;0 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;, &#34;duration&#34;: &#34;14 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;14 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;, &#34;duration&#34;: &#34;9 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;9 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;, &#34;duration&#34;: &#34;19 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;19 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;, &#34;duration&#34;: &#34;233 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;233 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;, &#34;duration&#34;: &#34;70 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;70 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;, &#34;duration&#34;: &#34;71 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;71 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;report.html&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/_downloads/9911a4d807ac9f1a695f0aa2cf687076/coverage.xml b/_downloads/9911a4d807ac9f1a695f0aa2cf687076/coverage.xml
index 17355e91..7592e011 100644
--- a/_downloads/9911a4d807ac9f1a695f0aa2cf687076/coverage.xml
+++ b/_downloads/9911a4d807ac9f1a695f0aa2cf687076/coverage.xml
@@ -1,5 +1,5 @@
 <?xml version="1.0" ?>
-<coverage version="7.5.4" timestamp="1720381116829" lines-valid="1348" lines-covered="472" line-rate="0.3501" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
+<coverage version="7.5.4" timestamp="1720384549406" lines-valid="1350" lines-covered="472" line-rate="0.3496" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
 	<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.5.4 -->
 	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
 	<sources>
@@ -835,9 +835,11 @@
 						<line number="36" hits="0"/>
 						<line number="37" hits="0"/>
 						<line number="38" hits="0"/>
-						<line number="41" hits="0"/>
-						<line number="43" hits="0"/>
+						<line number="39" hits="0"/>
+						<line number="40" hits="0"/>
+						<line number="42" hits="0"/>
 						<line number="44" hits="0"/>
+						<line number="45" hits="0"/>
 					</lines>
 				</class>
 			</classes>
diff --git a/_images/6d5f3f9f8b147cd35d77fe029fc7551e2dc947d11a8157855147204ec45f83ea.png b/_images/6d5f3f9f8b147cd35d77fe029fc7551e2dc947d11a8157855147204ec45f83ea.png
deleted file mode 100644
index a8284b18ad8d678a824c306e4aefe1d026649486..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 104921
zcmc$`1yq$`v^EGTiXbQg3Q`gRN=Y{;DV?IUgn)EPgMlDY0!nv^lyrl1ceiwR_rE{A
z_s%~vcV^96^UoUBI!ip9^PTtG@7~XTo@c*DZ+Tg9ER1^?C@3gc63;{wQBW@B!b2AQ
zDm)|gaCRF0;<goiX{%&mU~8{q{Tf9^$JWx+!q)VS?)|r~t!>^|n6ol+GcwcPH?p<0
zwBcc5GW)L=Fj`m}GW8O!lfy->TRu~@K|#5xgFH}w2&TS4K}A845P7QX5VbmP@1p#A
z|8T4Go3zsge>|1#rRyGDyy!n({-Q4}(>^)2(`?NuE6vg#Keq9~(zG)xOMjWu6F71G
zsgRd^k8`YaP;>st3FYHkx1U{lAAWt|%qd=fJ(|}r$SabylmCG4k*ETm$1Ndrat}*p
zWASVE|NdN;{8dB+p1LJeOeLZJ>F=+lg8pAU#i(Fy%~Ex7wn0K7md$Cmtn9WEImyLy
zgWLlbx$qRr9VRVlcnRhm`eNhkquQH-zl^#mcAd_iJGZYtla;Of6T1-O+|fOCoxBb|
z+0GV42)+BcR4C&E9-fG^lY`*cSUDG$Q+)UK3g?6E<CSciUK!4*g$4V1?F~g=B2IrI
zi}IZD8E<cI?9XE8<XNQ1Z866G`qdSqEO0PpL$6u-O`O!Ru3Jabih+TlxTGXrMf>oQ
znvjr?mv_c3q20HNYWF=Xufr$SPfo^41XDAc4A6%#YL1x4CL~Y<1qVBBR2&?x=5>Y%
zxbg^l-k1teH`lp1KU>?M%+b3hc-$TEOhSU3fx$2KY}GJ|&#|Y{wL3xdbT8W-?bS&B
zn|-N$QBhGd|Gc+rYV+-pjbF)y!+7l(BRMV157g%7=J?KbdwofG2P!9n9!QO>=9vsK
z!e^>hx^Od9owDFkOTRkYoFcg4DRmqZZM8is;fY1mpd`oNKfjfcL4OsSxM}iyzldXF
z?)^2=SEq+tHwalgmU>fn8i*`j6{wB!9jupa7)+Eq67xHKD_bx1nX2_-)oZw+lBtIF
z#K3?WHs#gOFP*jscAvG;q9Vuh1W_N@llj@^;M3{5Rj+270+UixcNzuH14BYWWG92Q
zvKQpsk8y*kWptaqlDCC1e{?@v(H=4_lse<MPOkB_tqFr%qoyZWDx6vGDo?b(<Ien6
zGfnI-_X{^z`GEQ4>(-F&p`oU=qDg<r<mqwy$+-o=3vQFatortLtaq>on~SppTwL5*
z$^gC(-A1#C0Rqz<yc@IW*_9O3)SiT_246!%8*^W`Ivg*hUcYhU%6(eergJst{Z*az
z2=>!Oalx9=(a4*Er(ea%T)$xvaSR<~|NJ>!IBG7Ote9gtCG_FLhoN#u)~d5L3ub~F
zr@N_wX1EuE7e{hqV`Ie!6VA-x()(ddNy*8dA|fK*2Amuo#`P{OjutUh9o91)u4rGh
zWT@taahTnck&!_*Z+EHJOB;f<zu<DVH|XH#xFvY8BM5)z*eu9uIj^zbxO%zjd@p;H
zxT>-;#*5VHGq=tBW9NNSfumX67>DWWrW{1>=R2__Gyc3`oED^zZKMGL$FxM8=5>vY
zsqM_9&a2D`iHVNe%{0v&9rI8?BH4qZf=_IdN=m|!J>A~6UN4@(rl6!8F0*H1s@T2#
z{rmUR{i3Rh#RDnyZXa49^r=~FVy-x<2M->O7MdyHi7J?KM6y^-i_8VMpXx=PVPIl@
zPfDVCy}Q^gsi_%#wpCy<_((!RqUCsRWi4RbVa88VOw3bJUERcewJDIY<sItfZ>cd(
zE$2gJ8<pwEWj}rTv^Fg%DXDn%CTYg(!a@<Zn4)6P_LLXd2$}PIxZyXenTCh#?CfSS
z7l$(ebZKd6k~TJZ3AA5wAxaM(K9mUOFpD_L>40l#Zg#@<uAZo7s?5R8D>wL)r1$mp
z(K3~9eqb@`y8jxA&&+?Yd*yuHzDmjSCRtW~e*O?y*-BQ~H{>RkdXo1WWn=i#kab<Y
zdP6=pFK;ctVmMb+0@hb~x-E60mtC<R5%ld_65no@u$k7%(L(HtprD{{l;ZwFWRWbd
zzih)kkDTuTw!|kTCDE3Yl$gbw98_Is5^`C_DJm-V3>V3ucS}8c^Zr)N5(7ZY*RQvF
zdV5jj)0Er7S-tS-RPxJau^t<C5TBl%t!bwwC!=QC6{6td;}dgRdqkR-dcS*za^eQ7
zd$l^0V>*(b)|%r-!W&XtT+Gq9xwVy36_P*;dFGj>l$t<`0fE~WoM{Y5jgNmX?1f#x
zJ%4(%v$eUoXnmtMMP}yXO#!2Wg|-9CCz&cc7w3}~iD_xxCmU6<0fOgY*GL`S#S42C
zau1Ybn>;4?k(P#l)%?7HY&1{5fi@Ep(|kv?$wjGLtia*XQFoDrHiXpN{j_be(?zbM
zz;ddFLwnM0P!okD#4swyxc`x&lG4`Bj>*m$G4ES?mGtl9W%k;eB|@JkL?tmjZppSA
z7v#DeSwl2N`%<upID8K#-D633-#&IbJ>=;0_VqR0*$YqFm&VKt3c4LPQ+9l^zt%dC
zss6^;xTdu=z4x%gJ(D%te!jri*tlzD&t-qu5P6W0&Yb4H3kwUA)jrU`!NCE{EbKj-
zo}PA?4HQSpQc_XzHk7?(nX5mUU<X}xc}+(&?`Z!#2OC?yv*vfn{&{9?ZEXq)iV^;+
zwnH_mryaOfR#rdym*3hoEwprYE)3=9>Fev;7FQ&)V3Lb$P(gR7Nn0B$32teT3}Mpl
z*q&=0HPbG&eN!f)lGttQKrgD`#8=s&wbIru&N*gznRDD$$?JrghNkGKls7MDyufUf
zBhF5xG%L%$t4scbqe81w(|-I@K)_9;yy3Hp%gSsPyU5Sa52}jF0+)q0&a5jh7HAqs
za)wQj&UUh1mR-Ac{rdH2QepIN-e(ka9+t*PXXN54uAM)hbid$79#9uTML|_Re$b*=
z+t`en@!Bopy?_6He|RX1O64vt9-c>05hq7vrc_?aiyoR-mzqMeQHRs5M#q!2BFFWT
z1&5t>&b3iiR@Sui^qIXuZNt7F3j2*r9K22?+dDhnetu><1?>i9iy5{W8pHs4*cWaX
z<iv8u&}U^^jo5Mx+V4@z#k8#s=Z&7J7F&}0`T1pNS5>MvVqs$H{rUag1+H(#XumK!
z`wJpMEfb;d-qzcTYvit4k<NAxE6<=^cW=3Wc6K&@)UAN=<J~)VM#}CWg?V~BSY>c_
zyoX$1-?d}+C%^rCpFYdhRwJ2qPBGAmvH2AUCHgyWTpF!S?m<m^66b?;XfO<Gg-d%*
z^mn8>uRip!RAZrpz^SbaW~b)l1VTZ*E#`ml;8R@O{mPSd-ubrh-b_8gy*{Ne_lvVJ
zx0AIor<Kh8ef7%9O0zp^1bhyUQIJk-Gv8L--tPBMDaAI;ZQmE-7^GSD)@szODCbr6
zCBR8>S66;7Y!cl@e-eEIgST}1JJ8*?pwAUL^HEWG0RF|(Vs!HD+#n?-<-0iDK^e1Z
zBtc4C@N7vA67Lo%X~$<A%FTm=1<tA?Ec;1U&PU(BSX7<ufBB{#rJ$@_Cw!B?&f_|6
z6Ep#UT|MaPHwYg8`OsMcT}!pfjsGV9?kz|{+>h68ra)_miXv9Y)@m=cTN%lJhAXtI
z6$HIGY5*?mRaVA3)8MyaS*Dh0usz$1aHNru5pxn}0Hbn9yYl@J6Xao3peE*buRhyt
zFP$T_)C;HwliL=iz}c=+q3Q64b_2cfQoC_UePJP?!)YHTXcL@==O-ISv%zxc=;(3U
zRc@!-p;fCYV<f|cW|0;9dm4%20S05mRxXEAUJ#^QqwWNb>l3l(yEF(j+HgDIg+}R)
zLqO1^Zc$P1!&KP>b^IYVmJF#cLPEkZ=Z%U`5<_t<$2oj0*S+WGTLJEI{l+B#{UZ!x
zmI88eassED!V_*MX25XjIVW8{Lb*W&ot`cT7ENkUdn}$Qw|qbS!2k@{_7(87^7G>r
zxM^Vnxlgx3rIDOQ81sKiiSMZ*ycvBeNMG##M4^}ay)zPMfu_-ow5k8)*IZ)Rvid|s
zL=rMG$vHXQ-SM9pe+`?iPF9gcw$CrhdjtnDQ}9sgiP(xYJlp6=$5owD!xODG<!HT8
zT6~|7GJ%yvOvF&%cb8GNN@NY_wMFIOG$x*?4lEXF?V`zw+&uLE7W7J%pHf{(sTK%N
z-3x8kdSGAN4x9Ifhll;KrT#4jH8nP{KrIs*CCaOum+08oZ!JZT8@*LS$i)|^nQw%X
zU3Kmh*?1clSGB+x|LN1GV>X@q(lLC5nJTR$_G3>qG@?FI;QxI~N8OY+{S#=yM}I!v
zT-7#VyN9y8vNBw3MF}O=SX=uM={(RBSdIH=#Xmjzt2?4Rl&Es=`FVDAb-fL+n5>L0
zF6O#)=@Lp9+nd|4&b!k3GSs-#!OiCd)vr+0T5&T}OggVIjvO}2xz)t*J0EVhGD*nF
zUVV~1$ZF6=P<e6g42+2B_>@&J5jxp9WZ5shMr>mflj}Ecf|^)INcx){HMq1<fuYxC
z%Xhl#n3!dkHl%m)AhvXjhEY+3lq%`?!OeAK7l-16G!<Wc11C1xk_-%^C<5C%I}L$L
z13m`_1=R%02}md_;{^r=u8x<5hJ@V7S7Qhd4<CCwYIc{eW7MK*JWCq&6~qHLpJsE>
zeWSBKf9B@uF`3GL15rnNwK3&<xT*7qj;_o$%JpPlr$Fs!j>%o(<x2t@*{DBE?njt_
zm^X+x+RoMN$E>aaj76V0K6vop+qZAKn`O88B^o|2eu*KVxrR;r+lZ}&YbhDh!VMUd
z=1Aw1_v$a5+QU}ub0J+_3ZQ-ETMb0?8pU6er9y$w)Fep+hY7k17#BqN`rb&9iF{kF
z$A9?e<7wx`X~3Du$Link0s;<G0s#Sm7c*-by)G^;#Zdo8i-`fhUeW^zjvrh>C15j>
z4>cGC2KoDkLLvdHf$!NC4yD+y*R6M8<AEmTRH@k7=AW5N-P8B|oK+lUWo_VlgM<gq
zPmFRVDHIaD!_t9*_e~Gg$>g;g1iv?@YQtGxW6-_G(y#u2#&>==gFG~OLS$2gQ+o@X
zHK4mXeo@ol`7SB?<OvG!2SEgZW8IF^&Q7va(h-&mSl5LXD`>y2VO~7t`BpF+_61oW
z^e+o{jbz2G0d<S5`ACb~`1ti8Sd`{FW8Fn3V~bs&tX^oWb4kd_EffrDnb=Q+TJ<<L
z5#Sg?9q`8j)BsxG;o))d;8}UQZ3oA0c8incfOZoLAT@L61Ll;Gk%1}DX<Sgaf}25$
zfyfB&fB-{iBm0f9z~-S7czJnU<F#L(&1od91uX)SW%uv|hhGlaM=3%Y5<i@;Rz2#?
z1URxq_l5NID1keZOq@Q@_z3R{;M+zA2H*2~Tt5}sh2RAraL?17*b9+N0bUJpUxN49
z*-Yl<=F(x0-$Uv}1Jm3UIh=m<m6@VcsKI;D*B57MlW_R1wo4$is$2N@AU@H2?l1^t
zs<2v2@QHg-GuCDnO|)DibNLPMsOL^kN9O|td-0(&oYNxa%-S!3wtTY&6M!n#{o-Wu
z@c3A3cdvtg34QQBfR(6yV{`ai+g%1V{R_1Qi4AJK*^&88k;04&Uz!+)52d9%Ag`Xu
z$jt3@3etcu>yGzsjq5i0OE-XOtOg_}C+FC2OkfHujJ5J3uE7yVgu_nv^N&?k?vZD^
zPW(s<2OY9#%frITdbHascT`JuZYet9Q_O;7*Wx-C_eE}wZ}5a%LsLOJ6hJFe)#~D{
zI(!z;?Gw%${L9PBrF-Sm)4BrZhkCX=Buc5W1%hs%&2~;EFGzjrYgV$WI+}xNP(S<o
z&qJ$~i5#G<VTTmZB%eXxxT!!YnfA-{;{7bVkJV3%jUR!w4BS^|{L_{?`|TUv5(_yG
z)nDBH4ABmp5XIpC3vvH_)A%oI#mk<d_%?8sw&{8w;CKGmqJNQDgS^68?Cn&|r;L|5
zA09}BaPfT8nwh*f=Y(#DsB6H{QL@36y|!rHP|&04_vB<{u@M&n!dAKHMk5z9>(9H6
zcm#-sw_6#|Oh(U^VUZOvjC$?+Ei@ES(+G%xpg%g@>2$Vrw_1WQnkzWvczRw%gx4D*
zBTHLa#>|8SAwqtqd_^s-tPIUE6(k#6N0FBNx;f|p|2EGZAJOKP7Df6yt)d5cYMCu&
zMdK-BpbJ_$-S+b^*9}?1zk%@p{d)V0F5A8Ddn<!<4<A01)Y8%lsG}Pxy*HDTt|y|P
zAH_v!c#jhEF5_RHh!&tv^6lHgpooZ{t0M*Jjr(^)#h^~Iw74nhoKz$vpc=1xeEP)f
zcItqEfq^oVXL!@m(Q(YWmBDO3mdEZ9@FR|*F>6fts4-wRef|AgaGSv)Aq}9zklbSA
zj=2DWji~hQL~(7~DzHr;LmYsCSlQbfwtRc&dyoAu%?i?1*9h~)?ItuNq(nnQ13v2o
zEblf5BoIU$04$xM+HS*?Cq7a%u>GM_xd}>JTU&Ve_zEg24Zx|NNlMn3a_poEo_XKZ
za)_^8K(=&H+dY~=y-*%r0#vXAG{$g&$=#j#_L+<Gjf>Tjb5Jf6fGWGYw&2tVfNGME
zlFGYKEwxQ^orD}dhn(H+Q<Ag0caWpkxHy<i2F1VMh!{WcZ^oH2a>iL>-(XBX9739`
zYSjkhS#&I{2UJvb=VLx+ZDnOu#kPQX_IoXn6(XG&=;(ij4P)mZFb$23UV=cN%6B?=
zr6W18pfFqy#>J(iFp*~w`v%2+!jT5r9*T4nS0KOh{$rbYX%qmuTEs1prp5((2N9R>
zh?7ds<O8#f?|3os%GIlH@7V*axw*NSk?!p60sYyst|Xbhl-0n6P}Q=0iU42Sg;{#N
zq%uJpLdq8bzBt{QK}}y6OV&$QR!yW9fH$8VOzyx!t)LrjrE8yk0bvh7fA!?`n2q3f
zCnu-d#Kfi-Bek`cMHL?3^INnnWo+Dp0P7a0g$ug7h3+5h@2AAa$G7WYVPQEqJKG<z
ziyky_;Y3?`GWT?Mj=g%Uv1vFlepWvh2*4?PTeaH^!CC~(yO(ScvkZ)~#NMUPpFiIh
z6s#I;bY96Uasa`kfQJ^@?x~h3maI5jR0TjeW?72`oa`fX_Q04J?04Npb;boO=3`ut
z5d-VR&CSgSde@n9j4~0C!F8X0ysA0Pdw1OGK|?c;-2N#7RM@#D1wATm?(i>PFn*?|
zuSs+UQi?-5EpHZ&k8AG|BXkhrV}1nor?-y}B?AN2yP=_%@CglZPd_%bwo*QN^mDY)
zWij5%0UkUI42U`AxSG?rs_nj6eJzU1>I3XqCkZJhyw%;^eZpylfz)O5>D$$zr{DsD
zDv>VI!yC6rZfJ(UPcA)pieyuu9u*^_KP+XtM~Z0+98l}iLo0AbTfi3ShB}BLhdTHK
zb<he@-2rh)!P;31;71Z+r;U}3oqel`G9bUCuD2IlkgbD*BKNhKnU5eorlzL$8^wGH
zs(Clch1JyVK~9$+%}4T`tmYx<C?X=VSyXlAcX)V6cPH_y6$Q`2BJ-t9WEG>6=OI94
z;Ce^>*>3$Qwe@2qHjZ$QB~zY6rTJBhsz`%R1BZ*4r0%=!V*+SKuRCM-;Zj^Y#NFOm
zW2+Cc%-}V^tv`1(5iDsYorU~!$t4hdgg|*HBK`jw=l}CltL)PNqW;)Vxw!u~dj2^*
z^96OT&s`>ijwo(KIQnDPKLisv2)6cnfBFmi;)<jskJMPVi0io2k9F(NQ>4Rdz|w31
zQoDLG1_eh&Lz4%&!_f&p+XKg)N7zcy%rR_r$=-lE$cNWJMUlv?h3uR_I}GP@WC66}
z+x&f5Sy_3g2yrMt4o3F%DLcnj`_q1@iMF4R0K?s>;yi&lQ@sdr$OEBqH3X1#0-*I6
zoB%th2IUF9wa#*18lZjQ=*B1^_X+`I>lC!m2mJgMwXu`1qDD}ptL~oIB#7k)))6WX
z86{KYAq67Z>ptU1NAr9ynshr!*orz)qZIRfwfU!7!~JY;e~rv_7YFzS>wmPW_5Bk&
zgAN`s9^L?#z5W+Bh`D~Xcdo%g-`M!#(#Tpu@~}X3fMkv9+?-mE5|6VZ_XpyXPh@}X
zCh08LfcjuX15Ei@R34>_ZVao!YL`~|dcaBsq0)G`H3PUgvy>VO%6GVO{MF-409J(b
z!X?`)4kn~P(u5YpTC9(im^I9R2~WUntsh$CQ|R=Xq6}PNm5i6wV89cTe5ob$6GJRl
z=(Y~vJ3V~#$T+W}xHwGRyaWxzP$QXp8*JXoQrm}!;Q*4yBF_T2x3=5S>&V8+<7K+z
z-6b1|9Cl959R#?*(atj+W&!&DS1yg(uMSm1f44{EYoW!Ytfl4Ss?#~9wb6?5^5VG=
z^}}`xH=FLkBPgY^e6}gj#g0>-?mB>liuAtLP$rAs%bR(f0y9vk3v;2`1{)I<F6T!J
zkVo1zFj(l|69avcXV^J^aaMIPIJFO5F%(88BNvEZ0oN=9jE}e-=IQnI4j@9ZDk^t2
z%6G71UH1v$F^o3DeNeE!J}wn2;0kk!ELUgHDPXHTE*gJ3`k+GFaIQ@+DQ^e;37DXf
zv7@jEi%AtNtqwW2ZCr!Sn09{>-l0-EI_U4F2Rxem0a07a>Dh%QL)n8Xj(^@?1FlXq
zRN>5tnAGlvwPZ~#Ez9#|Zv|l0kQ(LSB0xXQ0sC+uTU!pOYb2U75-9Mskco(TkvTFI
z(mq>$p*i7JIoBFmL>K_JsD%ybl4+SyI+Wsc24bgxnS_!_(+!mLQr@uXWF-uokd8@q
zzIjboPfsDeAK<`p+-|Vo#ET0g1eh7R+Hy{lm98i^$OKM<bWgei+(ew5c-Gg~uUxre
z3Ak^wI>dakpIv$Ug~+`4Jv4_Ika(aBo7cz79@5ia`8!346^sP~7qe3A&6|g0E}PY&
za*qtlkC)R=H!jYZmX?-`*zN&vEx|0IYs7vN<i`x49K*+}SVGB)IJa*LnVPOXsIWJj
zh7f}rOaJoMyYsUX`%(+&$zc1L**r+eW8NOp3+S$LcL(PTVB>XzFQJ)%7o!2lPXu<r
zS#CZb0_qbE!zwTVHF-SKE$5kgh8>ew5gG&~bpvKTzoBtP%QpV0{y4hY8@+>`-%)Bl
zURoeib0d??11K}n_(82B!y@p#w3wHWCFSijffVb6Ef1)w5`^x~2TIZfVng63h5{3W
zaG+yQWkB4`%eTZ%oYz|ReI7C~83Nh4TmE5e_$|4&X*PtKMF89{jsPf(fKV-`=JP!;
zf5TY~WkdZJR#sZU;CfkTN{9mW^Z)?FrtB;WoQa;E9>&83p|=|o<J41JZ&wK}U&GFK
zCxMtfd-klzO@bdT$+z7^3A?3XTa}VRjZMNM;^@eY;1u{x2rt=J^c)-0`1$iEm&@T}
z&;+li>%0+I1=EJHaoShI%vYlg?k_+xSr;lebk{{x0W#G-)NnYIUbUvq8+SB=V1TG(
zgn;{k?^5Q48!HP-7~C<?2A4>w)-wBzhSpXe-u2>-K;_(a6Ul~gQ&~%$NKrvYpTeMG
zreq<ew!J;Gog=cn;mG9HuxX)rbZ=B(x?kW9{QOqCC_f)2Ti1SrM_dmPNz2HnGh*8Y
z+R6I51@GiM+N>%Ju+Ov7^+fBj#D;0vSCPUOyf(MFCYSrubJQ|X`UVDW-??KjSqMf5
zgbVPE3OqiOgRw}9%5X?rjKuCHcxee31fy$two8h+xw(vosg#i%X44>{X7@)eiUbGx
z`aH6;Eh5iOPfthsyS18N5@Yn{jn4V$QS^HH;EDp?Cm0QFgUJVxy=Ti4?V1vom4%JW
z?eg@SZ&x186MgyeWkkcxS~QDIjAy6*uC^t(f^S#0H%buG&R2{Qa?3FFgoB+O%6!{I
zH>B=+!!z-PK!rrH99R^>X<!;gw!OW52v(rkq?WceG7dU~ZeJh5pdQ9*h<#Jw@c!Q3
z-u}U4{|@?Zuml@_zrRe#Zme8p291#ofEP5o4oBoL045mZuGxoA#&8UYDM^sli3kQ5
zr@%mI$YiebRO9Lmf_LB%0*V+yhe1gH-@(>tN1^uT1X`D)xzM|O0k(yj`9UIucbx%>
zM>MBxZER+eL$z|5TJI7N49#Et34I2li5Tf`;E#P9{2Kv$m~1vf0|h=_vC4%2KlnlQ
zFvuJ+pssIiZFPII<O?FKyrP1a-#}B7<l?YV&;g*l4DVxT=-n=-#HY5lY!ed`NcMs_
z@`1EIF%f{GyMl&>gNIiKW1l7%s+JxyMhB<+26o`xxswZnR4IX}3uu12N85Ad7w0GY
zIhM@nDw#FCy}=-QwR=`dZoeR;yvq|%*U)gAj4VJclbVAg#4y%1#E*z`#A1GHdmAZ$
zq?D9|-lbx2RxR!AX?S_dMi&B4PhG(K?Zu>K253PD8@+m=@77G?4one0LYkFGu~u}n
zJ#T3Ggz!HRF)?e{dyr~HkKtH=a~ldW_W-8}oZq16=ytFbs{`D2DNhKNO;0|-lZt9;
zEm+|6N{ouqWhP#}^+MLcfeT?9u;FoM)&qJ0{9=-lUtD8B<K!Cm|74^=0b}cEXJH31
zdqzyM?TR~r4MGl-{9%S3W^!=??Fgo}Zq*=ZZnChjfOTGIAq6CBu{&`;J3T!es%*6<
zc~Y;@UqL}ZCpMgW=iIO@tQzs|ka@=H#=^qjdV?=3o+vppGmgFefvomme{l`L(ihO`
zk4=XjgUMF9$7dv?D+s1I;yuHFsdP6AR{a4Mme{|4uJnV>H_#_qydzaH?Ooo22kPak
z`DOVoV)mVsU@XM{{P{&S&j2;^^;M9<$gDlv{S2AX2S-G-0B<yQ?||DLm|D%Gv--qr
z&3t}-4s5|a$GzfBFSU@cu!OYql|L|&<=d*mJv=$Nyg5U55r&ML5zY@|zqh4lLf{<x
z_zd*fLlQ5a8BUpuf$4`#x*dUWhI3g_z>gM@YluKl{q+j<;=ui)5mAED(l^8sb2R;i
zO5BcnV_BSb7cpa8LYcHDl84@|jnpG77S0}UQcH)us=8v=(9Sv8hCJuTIq?j-k>gTw
zC;_|ix3jBsAeaE*Cgm;Xl`4SzBRmo22K#zoS6V^)$aC1z1vi)1cL9d<GjIuAKxViX
z<P5{tz(Ac?zY1Ut4hzxttDMdi|I})x)J8vS76Hhy;AW3z{Y$@KcEcl_-roX(yB&@W
z^sFD<C89(@s12F>DKnYd;S^e9{SnMO>nAFlM^C4DYjtzrghb9u`h6bW?~-=SbJ!g<
z;f>D>7XoD>IhZZ~JgKRvp{1jn0dI;Gj$!=jEN6m-j0j%nyUhAcx1f#LfC`4&fp(gx
zz7Pnt;t#1gQZ)evWv9RiJuu_Uir@y=%_R`-9Fcw-l_&mfZPJx6bYQG_0j43+RiEkT
zkjKQtT)B45X0{0j@v=8TF%lP)?j_hsN@8fcY@xxN7(U}8T=Pb>tT>pop@sHv2mrz0
z37C#ajWBiuiR|Co1k$JkgQAPG$%|n_%8t)|eu#NPua^HAgcdHiS@QC?U^+Ap4&d^p
z11c)2ne0I5GW3{6Ak6UQ%b7Gpk?jT-c+r7@)wpte)yN?Xt!!i>czU+sUL@##us(hY
zFjeTz56K^AcSjTq+i=aim-J6eoT*^^f&%6{H;NlLhnGR1+?3bWwy5$Aj*02ezBqny
z!W`o`Pl)`I)og_ApEb9ZzZaTrIl!!_p)odJi}cy|14LyV8UhnQBSE~AOgyvB0r3aJ
zcM?v{B972?m_H+#`+i^VikhK&Z%+?U0HXsZXpYo>hZuuI{7!7J;W`Hs#kkf32>H=p
z=!ixjiQvXnm^y^<Ip(@*zst{Ob2})T+(Lq;t}X?N3F!^MYf#2{0vw#2M#!$AV_*O^
zE8uSMB6CB?Pe8x%YmhxKOuATN=e)u5SA$psHAL=7Nn2Y^MC1xAjSMK(uZ@e)s?$$M
zRY}JRkoeRi2K@!Ra}D-<&7xxOj;gBa{tia|z=5ZShsNfaU7==FvSLTor`)@6E(PE>
z*RYcmwwjp4f6=4g_yI3(B#1beWZzo&pGQX&oX*$(Z&d4lBV_--cuGzDn&ks}t@5yX
zpSyZ_!yu#n3g}{?|BzRA7&Sguzq-%P-rqg-*Z2HP_XIgD@P9dM`!C=0f6*y5_^AJ7
zC*J;lx)!v=;xHhtNWzX*b+ot70S7@^HMXzhzbW74R9XF#-KAQP<d{#ufkRj>cvIN^
z|M~mShYT-aPz>HO%&NF~@czvYuMi7RmVrdl0_DyT@PL{cX|5arnHnWQ(8ILroBr(+
ztBnH%W*0~gpdgn|2JiW$w7-Q362Pe=u%zs_M*jwi65OH`>D@*M>G`t{WD)Vg#>U5)
zoQVG-b*{VFV*-?4YMC!H2V$<PXfPYPiEZcIzDx06mO9R$<$2QlCoWNn$k^CUQ1;-{
z(!jtT8M(tDhm-y1=_<(F-OecrZnR7@{L*ibNy&u+pNP3Ee|M9k(;)sV;v&N^WFaIX
zVkG%Y`AY)r3$73!IFN@6M;NH6sTEaKo52`)3UNS={(%_^RLr0~qQ1e82rR(6{3_zC
zxp2&lf|V7Qj4YP!Or`F1u39F11ag|@?NM-8aUskMqQO6eF>W1uahvZd^wm{&vd6Db
zYQ1hE&T<As5DoLrACNWsYoleh^wF||I=K)W{a>ZGjvT$gfBMf0B-vY*?yCd%P*G9I
z%gg_P3Gv_Jz_lqADTHGS(2RUwM)dE=S}9B|mn~87l7wI|35SXR;n54!+RGhxh)E*;
zzRyw@TTZ{VrNv>|o90J)IwdXbXE2D6mIVWv|J{pT2VVZ0238NFvi@VR{W<IZ*(p(L
zhrthYI$P8AQ27M^#@g`VQzC7C?L#dq@_6+y^(O72Gt|G!sL}KVpYCO@zIUQ9ju5)l
zcUq25wXJUzOXqJfV72>Wi*u1j*4N~84!j!Gei#2^ta}Q1BQ7#=AG}ka^0mN$L|kP(
z<zba4zt3Q^Z=_MGkqJk`vQyWatsCDzg*sjS3lqg`psm&~vdHa6pUS5_$xPUN!kAh}
zY-wv$<4qt*_i)_q7RuglqkK}HYvNQ+AE<I6V>LqBjVX5~O`1j>uY6alUySXba!|g6
zGOTSXrmZqFgz`!0mug0oS|vW-r?~gmf7G6mkOVD~|FsG&B{<UkG|4g&?(fh(Du`e{
z&=NOQyL~R4c%A5$Prs?o;7R%~wG4mk=Ugwh_FdUt^vCaQ-+#MoB<@A&^!49|`?njv
zUMQoZZEJa&sSs>+L9DA3i~@(qlE(Q-qKmE-py3m%mDW~wV~88mrzhw)x}n@QH25<=
zH}&VUh}^$(yHYu78LNkb7+>~do@Dkv-miA7^IaS?AnQaS>sgP${@u;4syvIwO`$yX
zierWQ0ovu;==Z+<S^O$;Gx#saw*HD>Fm-n(tUr-W7%(O{_`{drxwm9F8HRKAjF^`I
zuj%v^dy3f1bAJ^swdVaZw&w#0d$u$>4Fqr-St$SFekFalrm!eP(dqtOzevxmo0Csw
zyXt%dXyytf4n3}RDUbe+ksFYb$})MT=ZN)ycOUiZW1Ac16EWES&or+8i>1?@;PA|g
zQ~zAyBcri=--}5iZvwo@rJXT8+oVZW%<pQVIx5&`;o{js`8D09DnzL&rcZMoUZJkX
zVf!;p=HRjNFB(dD`C-Gy4MpF`9zI!FZ}5oiq;Ywo5gJPtMbI2qk{SBl{ZRk1=g(t0
z{GXP$lX(w%m9;(&)JA)R6aG+sB<@9(b?fgPaWUj|*M$sL#ZSKs<oCvs`m(fdb+v<3
z^w}hBn;335Sw@3Ff#!RoPpn2iGm;(DO(dS4`r6tGXdyTB&os7_oS(l_NPq0vGE-md
zxEOZm6N$cd*HxlX(WKA!JXY0+-&Q%Aerj=foS!(;^6HoNhO{|#c~g!{$Mv`Qe#{V|
zif)kqwV_k>jLmg+Oth8ka<6bQ*;AiS8weeXXbv#D3Y`)<HsYaRGmJ{unXAfqJc@d@
zl=YD<<awgiU?7)s#y32T%T$4IXk$uQ+E0w5VjI7|<n?0tSorA>!xb8_-KLzG-fOoa
zLp*eqhW5@MwTUSO5WnEkQhH7zs(x_kmY}92MizbrOQ2@C12fn_Q=qc!Y~e5|d1-uo
zS6jo2$|Q~|V#w0q*y8WMi+_>wR!SyQ?1?LFVeHn+tBUX6jdWTas<B#qfTlu(>Z*rM
z*fZEo?wy_lHXZnb`t@J%=~Z*<y5pgFEmG(S;}U6~2bI=Hj=A!OpVnnwsq@%BTv;sV
zBRCVxdxBOnimi};AQDjJSzIb<PnM9AkKtEFbUiOA>5p2^KcvX2|6!rq+p4Xot?|h#
z_HHm))%SOcU+MOpbR?K>goR&yG9Yg9<|n&G&fx7ADmHffqLJ!S7}F{K4db1o)i~bi
z61Ne&!S2_XY-$J%k=IuA^Qz*6o5R2O@rUlb^ka7C{l|<qloA8SFH}G320yRT@YBt+
zGOky_OUJ*cGZOOJv$uUV{pep=)w1>98#?T{z5ANo;p*|@IdAnXAN0~k*_qwO&#DYL
z?r}2AiDNdYRvr8-&syYutt$Q)??v1|iA3lJlW%{qfjA*8<-H%1>r-Jz2Cb)+(vG^Q
zl~eCuuwSkEd|&YnsJ`Evqd(|=mjBFVVvNp7iAiX8M)@4egJJJZ2Ixlo^zY5Q(9|o4
z!D4cKAD>IQ@k%g-&x%eU{v6voxzi(F1Z(AEyYA}+K&dc#Y;R%P=mgp*wH&O-`Y+l-
zc=5Ht#3VtM|H?t*xo3+L$LS2_z4YBfk7L%OX7w#>E9u*qnG7X8>oNWi?c*S0Y?q3D
zot)2E4<~IrJQJ+@%+-#cNmR4T{9B2PuqX+U*71jwh^sC&m%>i#E|q^gB__E;TB+rG
z+$@daZ_$*pD<7kG`SxA?jDDr!w1TAj<}I{imt9DR11<l3TR{W=IQJgM`3z=+3D%+5
z6_&YXGzT;uIZeIUKUa=rBv4-+xDUKCHL^B+l0YJ=z*S&P#F2+KS&UvIM#alRHTCK*
z)D%zeCbOHmyt&@K=XWT2l^NNZUHeM6*jn>@0ouxs#awY!$+AQhk{*PzrVTlN^ZbxI
z5cGk2COPQ|as>0%bjwesEZtfusmIHan*rE5+qgy3Q%N!_1w0IT>*0QC>GAp(4`t1`
z0b}dlFxX+?nKoUz|5ou4siNZjzkRh1U-^Y{b3<rVQgXcayCHdMK{rf@f<N|3!X;fH
zLLPVG|7<^i@{vIw!Ypf)u4!%Os2MMJe;d@zQ*(YSG)4RGUMP$)AE^bu6lQ&Ir6cXM
zdS}d)kAy@eluCx=>ES!B3<J!v3GGk)6cPcH&(~X@#%h0o<#k3`g=#2vX{ZXH=k68b
zKkwGi8n0Er5dXV4k%07OCc_yzZCzuw+usPPlN!w%#z$+rb?m|=Gj;pq3=($s;|k+G
z2us;>@g$k3NL9Q)-77==93J*XyeqlDn025pxJs82;vN}56EpR~jZoieP6CNrg81`=
zkldy3Ow61Gx5j9KBmyQpI$G_5hFHrlxjs|p!g`lzlKZ3Sp|z#RAgQQAlV$-{WV5fF
zEdkD(P!+{jJ)B>wbT1Fw!6l7<8g?uiKVam<r8b5BHw=r+&uJuwc9#dkB4s>weGH}(
zIj82A))#*<s<t(qQ~8tJz|eR5bx$d{yPI57>CpjMszA||?<&0`$xp`5^6O2FC@hAr
z(#wdAeLVG!W=CZUI^Vss9gGLxM4@~Xa5u-Xd+?<%wNS8b*x}9*fH^VAz-y@zv)fQg
zZ2cU+7H0N(f>s{A>E=}YC4l=b>^kM<jdeGP_sPT0CbqG{uw)ibT_wU;(frC*0wk<L
z{#G}mdVP)%2h;IYDWC97R4ZwRS+V?ebARk~akxGL5RVGJ)MOB2umte%Bx%Vh;BBi|
zG>+&t@ILz1r0}uK^@fR$_bEORb3f;w`5DpEv1TL9Uv;7yQU5M3brg81u>71sCHT|l
zr(3?xhgb7UCj#qYaQ=2dJ(R<#U@U^4%Ou1K8!C32RCY8z@^AV=l@(vHhc|1NT-UQB
zQIoqly&zlNK8mSigL(XgNBZhRoF#^Qf9xlK)+>+rzcm(ehU(_M^d^pI8oD;0V6_rm
zrG|9K;ds8Ea^HiFs*R}yt>}!?3RbOBJgK(_*Du{SI7KfPy2LXEcO%`-K(Hsn7JHJK
z75L>cH$?GOA?=Uy@}YtqK?0(PUlE;!3R1qZ_Y<^t`yHgFF_xnZi2$2lXf&TInO+Q9
zo8F;Qs6F{=H5sK9S$F9NyK&D(czc8(W6HArb@3M)23=9M;$HnGv|ogLs+$5ItfXZ#
z$8BxJ7j_FR4UQTOaO#*E$te3B8$|5+v2n8Ltw_30E~jv48;_57p*j4S^N^zQSzoCz
zB%V^l6P-Gwp_5-BqRnE(WxJ2F@#C?oxH>w`^C;I3BpVsO4GM7h6Ug+|E3o|v4~kf~
zuWuR7k|;Hu9vCBi`S7>H2V6>Gk`N_DQw#>bcD9wsH|9n>hV%JbtCK_#YwnyJY&v-(
z9o#}#;<=bSt|Xi{Nl4wa9FCnnq@jHu_UO=*8u~?bnjpNjyTfzVNOV(>sZWg^jx{=5
zYrb7n@t!KT#_@;pk2V!!Y|_;EKUQNd<>-rKa!(X5X-!oJ^<hj=eR1RJ@V9@FFl1Vn
zvQKjsGd!p)*KxRu`i-<L`7xcB=0>(|gN1t^T`8-rSk6NNtoBqx(MY4h&aZ_P`4+L<
zW=29ec2%_>)iP^p2XQBVq42p>bV!NtZ}FXlH7+$4@NnXZ#_QWq+cjD%r1jTzM7*;w
z)%R*FYU#<Zkj$3Wzx!V&o}xGCqdrI`Crp~<4HdoNCFfw+qrqe*iuf_+?9oyo-gR_z
z>+82CuM{tllA|IkzmKNch|m(eNTIPG`eGNh1MDwoek!IttFU?0Pb0;wJP>$RPc1gi
zk6;s+R<#ZtzKbOiMrBtD;=MyW=cSDKQ+BM2Xc9A7Qw@XVPi87(zL~eC<iz2{Hodxf
zad^xaKqsm|JDL+(s#g-Hh{MW0^FbnG(e=M^EIu<TruE-i6qc66$WdzSl9v}+%i-Hi
z#b92-Qr0I)qFA}V{`C9`^#izpcj9reiM4m8BLb^dXu~hG;5c1f0AbS)vd$;2*RhtJ
zF9TmnyfC~&q^%{iUMMVrEkR`<BIwnipEoi>oq#37HfYahW84P`YU(Lv<h`=K*8P;i
zi9=zJhe>BmvRPs;P>JpC_xSFgORR=MMFPan^-1F9Utyzk2aC-N(iEOpNET;kg*Rag
zrVbcyZs7X3$G*%kU_BnwUAErtTEOpBRFWI+aQ(J6=4JR&-b8U!kTg0r02Z7u*fMGr
z)^?GFigvpZn|d$n&7kRRXR()xH!d5bSlQa$Q6<ZKz{Py2^IZ(@O;rY!lLsy{+^mW1
zdom={84P}*U5b)uq!Tgwb@?(MMylJ=$^r}n28AMtBAeCoaNqs#opSKHW_MKbd|3R)
zh%>>vCabh7R1fxzOlyvyH$=rWwEO+;eT@d_zL$!T#vdXs{PbZvK0DisKKb0eYvq)}
z*SVtmN*$efcudKi{FFwqgZ8@B<l}(FBu#MRe^+a9M!BjT`xIag`XLnGJ!%1`UbHGs
zmAp^$o(2&sM4eJ1>SQL7zc}<t`|A1z)6GcIvT0(@C)NyP`CZkSmUv6qs5VZbUq+~J
zVqj4jul`~b%%0!0YGFM<y~W|g_4MP3cG|5^xWMg-@%+mC<KDYozc+MODlf1U7p-q@
zR)_XcYEFJoLyzPaPQxi&64_VQm(E>hx=J^BHiWoFn%hr?ceb2Rj%Dt3eCDN=@;iQW
zCm0PV@0npz?%DWvyj8*akr!1BoD_?@ZEy4<LljcxL(Ho@CHtLbf>WywxH$zJ3(wDN
zt)149(0WO=e|tgJo;Ytr`a^j)oVT)-6Kh~@R<YFXCJH&_Rh$TxO$@PzQQ?3Nuix<V
zqZ3AmG<8w6c~UR?FDOL@iz}((dnT~l5PgkjKJ-aj0}r+N`XNn2)4fq4+uAL^lcAHP
zt0>2EGUTtTleD7iBGlU!G;1tOqZ#-&7|&R>BmGj|HgW|zt|ny15B%8L<fp;e+cR~?
z{Z@6bMEG28tb*TpZMCSR`PoDS35v+;8@0R?Nm8A?3wIRCAL71?BbV?<#;VX|##o^7
z&RE1p5Q~KQYZuPtH)$4e>ka~T+>UH71`;~y#A09gN+wn_F-QDPx^j9uQNiT(A*K~M
z_ln#76Q6bzs?KMxhuUW}A9+8=L(A*#+s8h&F?ZuBvR?{!rDvEouku$*ETl<b*z*g!
z=jU+f5X8ogw(*3_`NQ(k<gt5nk(ZP!S$5KCLD?@h!mS(E?>nt-GV(Xdzm)7QU5lfI
z?7SVwEL0gg$aN&c=tN@gu3gjXc`JtFik=KVEU|BXwp%eh^;`sXj|M}&?9J8&t`wkd
z<yPRJ@=a-S9vj<s(tY;=w0Ed^;>^1ZIgEkya5CrSq^aRW1pPk2pdPzwsp}2D$P}54
z9u9ZG3r1IWCfk_x{SCjIcyD(1L-fST>zVy6ac?M{jv4mvv2!0OlL^?BCcV0}%sBRB
z;HBEr>WEBQ4k9;KUGE64mIn>V#krvMDk8+c3gYN_;>HNv(0k5M01JiW?BP^&rVky_
zD=`|gJ3R2AeEbkKHf(c%<CTy`qJKuqEGP*$<V_P@Js4mWuCFt>Eu9-;YPJ*BATug}
z!@psEYC~qf)2F$8vbVXX+ZSN?Yi`eiyOKQeGx>E9Y}v*4_5)>5I8Ex~YKphQ1+K(4
zbx2`E(3#M_EFi2muBT!AviMMMR)Yb|f_irF)29gUc^Deq3e*$tQda4Y=p*fH>=}}7
zkH_sJ=6OHRT3Z<rX0QLF_4Lx+1R7$s%3xtB_0juSm2NjaF8EtnifGzf4=TKks(i@c
zq#;N>#)2RFL>su%i@iy!*{>oX1E%UcP2XM^VzIj0-vwU%Vr@_J>BNX;7*XUF`aX?;
zi)88vk;!tCb`DPD@P`-r1UbEpEzj9>ARUY6!36-c+48^fz)9$lXAs7+|D1w-0*X{{
z;7`}aA0ze|cHU#XW>tK(AE?ssE8t6d;Lilt(!E7}Y<vC^_|Mv(AEjBRBFrljFEKD~
zL<n5km?A&?gcfHdpUb+MvZYK+C!(z=GvH-Hc#yX;cWR}!wsq;}&FCxNzf{`L*g9nk
zNx5D=YUR{5W1b?sBR!VU5lflHz{13o_2yB*y~!|i-BdrFCfA~#g@&{%*sCAa76wX1
z)^B<>AK9XbpYJdv^X9(E%CfO-656E&0kql9;e4BSb^bcz_qt`e<(FGU4_>z4nN~bz
z*<XKyEqCw#AX)eqyBwlE)ei}+FAwB?2cEg*jZv|9ZXiqvOM3N&W11B2$*Em%*Wy@~
z*pHe|O^x@+WtHCa9X=453BBdlt}7ZlSQ_!t)f^|~_-YI5P5Br{lz=}dC$~%1Q7iqi
z)jvz6&|;iajkM%!sGnG+(1$(i$q&T#|GA=eqn+M;%f|PZT4=g9{K)4B+hW~a?1?n3
z@IrvzWKg@ld!={RdH12Ht!w?y30ikeY6D?b(x+~9(#3~<mLb%Xju0^pw)mZc2Ra@4
zZ(?bAkQ00)@+Rz8c6})0w24)M31L-G4Q#XDUu9$^+KO{Pq_!|_7G_hY?Cia@9TKt)
zPoULz&+(pF$wMWuYQ#I1TUW!RGJI9=Qgv^8u<yI_49RS(ogBmOc44o6V>?@;w-QR?
z@^2ppY$u|vI=SO3#g<kyhT7ZV1DXE8V|nSFfK5Z<+cL{z9p=KXMY@y_5`emAVZ4Ny
zp^g0*&x;AbXj=3TTM&C?P4T|j`=u{KUo3qRBTay34NF8z`kP1DDf+FX<%u=u(vrWc
z+=<P#az(N%wZ6#cY#0)8=cL&=cJ`6UByZGZF<~tmeM$JW6#e}haYtjjaAQ>Joj<s<
zE-%EDjqwxRSc2KzPd|@*zyLzp{Of22)XQ^2<_N9=V<Hrs#H%wzxNg<1nbfRkbe!Fa
zN?rrK9}i2EEO!DWE?Mb-y6VPKyJ`R7+5x45rC^&(dmkB790yH6LlDMEY=TVLmY?7K
z`wvks+^me|tivoRV0oQ1D_jM0_kY}9%Uaqc<b-eD+qK4I7g?F^pu&1s-I!y)9%9mn
z`Oo7o3XjyhLFl}H)`U!5oI_2JF0#1izjQd~J*meoyLyK^O!eSL)(cfHGeA>_vl_$^
zv}ajA?>Ime<+=+2EEX}>it)H1N3HL`lHw_LVyr7O*UyIctw&y7vin%`kXj^KONL&|
zT=^Du@(^CGfST0$zHr=!ZowD{p@#b)5g54DZ|0u(4AkGFKDDLZdgwZ8TEs@w%|=Lq
zGlEv{yDB$5R6T1hC^CO7J^ZNb(_&Vj)SO*Oz4Cf1s+trA+g;j+zf?2v+^YOidN9E7
zm|l=>prrltNbHfucaUPcDAC!RI+WLNIIM4h6R_W3=i6_$D2E>}_}oJ>y;_jj^BvOK
z63X&}{BH5r8|3AjR80m~?V!Uq|GEXEMO}_jkTpIK#~9k&$3XGylrr4(EzEO<iWH?A
zm>Jg<A`20JWj*PSJ#*_}kxat20}dE9`!3}%U`8)&u4BB2NUj%IZvp>ev+w<3y_jur
ztZtq{xekqIjiT~BEUP@4X+kHnNdlTuS#W8b!kphRO(lBW7I30%@3+g80Gcbkhn1OE
z*tnyxGPb!vBnAAuGAHmy)U2#YH}7x;2g^l8#E0=l`LyTY(nc2N>m%#6OYYBbT9N{h
z<|;-LY_;%>W7N!m^#M_#o(VImd~^X>XV<IL@P3<}u0Xd=(}9aM8;m^b&-Wspxg0+c
z_p%ekH*cy*vZ&+#9XceDMzWqri}4`RK2h-bXUR-z^LdAI%GxaJq?+%*9P99B35nks
zieW&{>(x-u)20|SHA>iTdT1OFB{VZNF+xtxjT#G*?XAKtZDfB-*1-#f;sq{n>wQnM
zC=K-8k>$1@Q-@R?ax+||)HzEC+pii-RE&*oS2o3Xt!}UPvo~?eGF3EDXw)dlv{zPl
zK~^-;#-C^JPu;Vt?IgAF$-Ib|_Sp5S;jNp5|6~GZ&+&n>KH25CPP-W%`gBFSPq}M?
z@}a?)kMNm$8>VrI91Dc;8D-t{Fs$&AW>fRgJLYRkoU?h#<OfyAWU-Z{_x(dcd(|^h
zr`yih6&LuTk#Bons(B~S0)!TGrPsHBoKu9GF!qbcx!Gn{LN%b9`)ip@sw;GGifFmh
zPHy7MetFUlo|F52qRBtljB9B8;~!GvWft9qw3!>tjar`U`8}M7zK-iXY@|DQEj>ro
z%pW_gQB}skS>ox?XVk-b`=}@tL|AlLp(N0x&V)LcjbEX0@`Q}mc>U-*1_V@>I>2Dl
zwW#YLW$6mmx>tjyS8`7H&(%cY3m1Ix^E37b>h5uAxeaM<IGBU4*wu%&I;_7O{O5o|
zB$Z39-RK3(fc7jH6X{b4Kor@yyAo-knyE7{$;~S{|JXA~*z{%N6T0*?k=*5!R@s;x
zZl;e!VEywZZ_>aI32;c%ZjwBwk>V<KDoPYyw)#YrXOzYnx3fcTZms5ZqHI7GZ@i&{
zLeZFdyGwBDkr=HLF5rdb{qJgi78+Dmy{rT-7nxLAf}eiRia_B?AB#QOC#G1KnIk^i
z<dw8vuYIYsvH0~9CNdoXgp%Bk7J})@y5S%$dj<%m<wDI^i|N@8O7I>G1l?HQcaxhH
za=uVj$l1Au^1&1PHz)HzWjjCD*RKkhn0(4>{LgG0`};A=aRtcFeajOI8V<U0qm>sz
zxVaKy5}9ZdPrVXRcEee*{hUvNJ}e72rZt(a=@7>VM8!SLvittzFW6b$Huk%EA;4VM
zN!t1K<nGtUh7{*#)8O3X_bor1EQn1cb8E~A2vvx&`+BFMx|<x6MxR-AXn$T&^5$%U
zRqx~TDWcEBQGXVHm9A|bo9?@nU4AEVpe?@p=a6Hx-BV1Gb6q57c+=a5+Q{LAL-+g)
zS3Ou=G~TwAk-oj7H-t{W6(#451Z*031~sN^+&oFG2JGS71-f)7Iu9idX+#P}QyFPO
zbImfPD7<_LM4C1yTx%nXw`UEQ$fLfF$Vff8aJY2bsAtBk5UVaS4hkCW0f2gshN{$3
zVTFUJ$1MjZZw*c|CUGwY;x=8DytP=Vhk|PF#8O|^TueNBX>Gb7XUp>G#Af((;t`6X
z1!?0u39}a@yuI<iM|wUu%cD%`_41g$PF74qmm-spk|9A@NTL31epk?;^~CUv*+8cS
z<)3mPx<4}D+Y2(jrOuv-wWai;k?wKHS*X#moH<Hj1*2Jl&!26jNW&&l;e>GP8hg<?
zk%tH3*EGKwv%7+|C>%?a$}(GtRwqmJQBK-KupuS)5okWE#R?|wt+{(Yv1hsZGlGkq
z=ot(OE4L7nzpJ#2d23-ulf^reF+;zdPCIc3?>K;{?T0!|{%{tp884oQY{wJV_tYm{
z$MKJ?dkB=(u-fOoD{t_+Bu@&3E|v2Wob`sseHb(Iq8)Lr0S7bJv&On5SFNhZJFl@o
zz57>uoJYbQ?-K>|XY0Zu4WG3p#b0QUAm4h&>~<=}<x3K*7CzQ9H%(Y~Kt<G5h>9-l
zqegjU*=|p1ml=xd(z3s+<mm6IQWOoc63Li4o~i$o#Y^1lV%`co^4K+TR~;N?AGr5&
zYkDCpLj5!Gt=4bX7V@Ru{yd0Tmyc7yWp|`EpNQ7>?m9Zb5upB_n;G6m%J&5b{sePJ
z_xwY8?hsVgUanFepNxQk+ffAX4c{U4b0>XRm+2uo$w2Hofo>?B5M}wpGY-5+tSSL3
z5t&7YtD2vskO3HDOZ%u#*Edv;lpDX3IOXm6Vn?F*BIt~bnwa9rtFC+(^V1e$LzO@T
ztcLBpWHGgk4QAwBSK+-hMHn4QyX;bbIN=fx8Xz%9^#1OCa!I&=^rGp$fuN&Q*_?Fe
zn*1#e4*US~jPuz@0x6r<_<N1A3Wa8zRyL_q^E2Z|xY-}72My)jlHLJ-V!6ok^cJjY
ze%L}*`qOCVCV|Ob@sR@#XMvf-QyWosv~<qImzjrkqByK}zPl}V_$9@HZ&keO==A#4
zS4}m^9f~Sg8TgsG*6QZAc+SWVLDgsHEeymi3z*v~=JDss<QzWz-Q+%`uZ&r8m-@58
z)Q4doznhN~bq<^yE68>ie{D`kS{c)Jwr2)%ws1JLBw=JC{=Q`s%IWQy(lZ|Nv|7uX
z*mVXhN~Ml>Inr%TdAp3*p(_*lMTTrsqRnPZt}K2n&4@4lkUQ>$@+^w~PNr9xYh+G}
z|LOP0U*QZ6;-7GMT{Eb15*nL7-%beKLf@sNa3#3BUK%q?)=o)phR!2MW@>;5DKyJC
z-c)U08TaR8ZE;6R-n1f{{G=c*xw|RlMP&kY_TQl(S=pz!LrZAq5{2%?{^k6Q-NkQ;
z*F%e@$w-F`oK3twkbr!h$WgeGn!h36g>UTV+2p<S!_GWkc~G&y&|S`BlJb<|13~30
z3Y2S=!(y5W$sZ|~quNcU`nG}2d?k0izG`1cU6x$={&bEgr!Z{u1}62}fh&D#B@|Rn
zF$nomgjUtr^(3Le@6{i<h2D$(6>u7EaazckQnRvq$yqN)+7Ub1Ul%2Mt3%5e`suEQ
zh);aDOty=J*;BN2ff#AG(>s@DG;CatFQ?~n{d$D?E={m3=5tbEI`44X9Z8OLBgmdb
zxw>M7(C6Aq^D{DahXbvXkU-sE)g6}p2VZX))pgMQi>h=>cS<WI-6bK?-QC??(j5YV
zbazU(v`BY%cXyrPdH&~|d)Hm-zV?OuX1+7C_osHpO=TN;5E^SK3fs4X-<?=-J>cLf
zj!n1XSnS(foRNFGH$B<KWyL-k;a9TYpTQ!NJU4wcU7Wv(!_1}vJX1HT0O*tnQH3tM
zS)i9Z5T2~lzMhVfv!ow`R=aRMqbrocg5&X71;b`IyQoy+hdPy!rK$b~U_Vt<Lz^pJ
z+0Q`VB-z*XKffk0S@4;87vtS$cyCm5L^D61MS`wi<pnl@#=s+Yc!8Vi#~)INH`FVQ
zFbb{DzoX~S6=^ZeT%`KCM#BGx*aLrkOjhoX@xciSsOsUL7)dF~{W^7T9SqR9d~`tB
z`x9Tf2a^IE*cqGzi9i`gjw*!-T>F!<%U}GF04)RMBjbOu-qaCg`%V58*(NWBA*I?V
zWVKY|N%r4oTMR`E<(=UFqmfw*dvPn#Y7G0QkmuRHs{uj}R^!(q8uTQay^3#$e!EbI
zq^6GLAwy|l@_4>aN6n(f`k0sEtk2BdcUS<J$Q<v*d710mAj^NqTbyi}$g`iOr|F@>
zgicraAg^u8RO)avUVHzzW#5!&Y&eI4%&SXV+nVfpfbE4?BuV7-GVp~p{4&6`e|d+t
zBSi_in_6Z6qGf@*V}AmTmWUi;FEO=kZ*}uDgYA9wNkA3{CH~B0DC(V9N$CfFyN=<^
z$-E0ClG0V_?E<!{`d~NmH^WZe>iGnOU70Nfk6oNMdbmZdLC`m*h=Ak?Im;Pyb=NJn
z$<&`gk#@i&vll0OqO7N{NV&^k1yl$Dft*Iq0_f_CyM`VtzkZ)G%-7wbe5C^2-C`JR
z!aj|YmBSZQw9tS0wE4><J*%k+FH*D%$hm_O6CXF;XBQOJ;ypg}uCK6z8#jWlKB*~{
z=hCeQr{sWUp(^?};R84~T&>Bf@3{DPOm!v~SOIN)`7e<rer6qWcObXVri1;{A5hn#
zDJUR(e7=X0a*BlP3HrQ&eKBUrYISW^UYM`n_X`=S|MqInJJ_#$)ZP6(Cuv&t3HwBh
zMu>?j?DJQz^1l{NGnFY+vUa8Kz08mRyK1yJQtlGAToP%d6o1I`Mxb*Lagm3&QtcB)
z>9VAQ5fYvY;ThPOiwh^)+;#P}%h1CK8UCSH0XT3AIypJ*I?7vo=uXJDa{yr0cYqIm
zqNCiG!IDpm`~M=x;?g9UIy^val18lRs9_M9F2&#z3i$8}5}j9y3KV33dHtbEr##(q
z&&nE@;0oo+yi)|#;8ELpY01VS-?X=g4CP;8Dw)1U8W4daG=&0FxY&wvvns&j2f^*L
zj+sAYhU;+RRQlwTA^-aYqo9r`_XM(!e$TvGowLysff`;A0v%2ws?WGq9z1c$5+CK7
z8&Ua9J`;T}=j02tu;2dzQUEtV)(Ws~yaB-}ww3}yn*KG%Tz)WD6t1#5fSBBu#*hWT
zt$`h9WL^Szz~x(L5HgZ%-^HPwo?y@9C+0RdMk-xddft7*E4gwFzGb>Q0}TDOgQIHV
z7debN&&r_Ar$*DIrKF1zsN3|!m<4VO9F5T{0kC24IFlLM|IG0azELmL#5FWdq^?8f
zftw>}nd7IIjx{N$lmf1!dl@?Iw#X?KuE#XhX4JVD4G_bIM9=OCap1qnnXz<hv7?Sy
zf08HtB4g_sdHCNDIqM6P>%+M>APnr)EA<*)BgMYd4UCantEPbsb!M$Ru(&_Jyl9ww
z-d)xRNlpq<`2tG~56}<znWN27?r$7dOYY`T>7C}Exw#AzjS5Rm0OxL6I=z98_a~kT
ztHBZtA*R)lN^IK1A3mSo{zKLd-C`y+ywQR)_;p{dWWjF(N~(Zpsh*)e{BH*6TMN$I
zQmvK%a|%ET=`sIZdGMs9N?4Qh)xeFFf?MO^m~xQ7e|jSA$I!1`hj3ZIW(_6#x&&A_
zkGwA*qA@mnxH%aCu?e~_>N#d*iN94py_!W{Ejg>Jy2q_I+OICj2D=Rc%;NX!ENRi$
zdLN+C*z`&0u8;r*E0+=%T~&<bWz7V*7|?lphmHZlXf+YXOATqviVgpYVk!wQg7=m_
zRRQQd@OAEfY^y^6y~iu359o0Ki%@VkUchqm&%yp_AeNzGD)RxiVKvH_s;a#R7lvb?
zXu${lahxz^>&&W#h<Ra7NTjcA#Y~Q0@|2nGsj5{k`l1Wz3RgkXftcds<O4Hb$|g;>
z5~i;JD;Y&a&H4Se)oYUq^V+2Lt)rvcDH))xBNm7ovf?3SWgYSN2L=Z-1I;_x2Mzv4
znPiqwkd&s$7|Z%gGD(v1VFud&?VFORu&J*<$uO{;w@t|TKhES_osk)Ck_d?+cd9DL
zJe_$01`5#CvOd|q_vlcCOEtGwp&ji$JbYECg{;X4L?gzvSqvpvlohGTkMQR3w1sq~
z-Q(k2T?_UN$!qLUJq(>^wGq5!SuH<@D!e1B+E7<Q1OUr}e(ar2|8SE1=*o2P+=$^z
z%B+CPV_?{PGajQMe$+9I3`M&4VH65V^ZcPT^&%vtouR|5tMK1oKIo5|NPKv@2>Azg
zk9Ye2au-xyEF}<VwWd_QtpZ<sn|X!KZ!cmgOjc9grO*_%<nuwVNdi7(fz56?*FMpv
z$=mo9)^b6I*cH?rc^c$4Z;)n0_L@HdG~2J1ng6R;{e*>3zwG`ID8YSBudZIb_uIg1
z^(qj>=9vZ_%;n=VVA53KB80W8rGaO`lT+H4Q`(cOO{HU&t-*`e)rpt&!O%fbH%~Du
zxBR0zHhTX;3lWz0G~P&Cc7M1*3ybq!aJLZB(Ytj+lv%;*1H}M}t`%Dj!X=sgv20Cx
zRK-+_Vs8^AGQ)CU-khYsitPPLlApv<-L}$%VfV*&#DsTr9nUoZ+_zn!*{gE$f#q$e
zDWXya8PxG5itD4l!lXD^Hsf=yoT;{d#+oixcxp-rGf!(#3CPK!g!Ujo)&DSmGiax$
zDy((VOP?|qreBq9x8|cU;|Dxe^hZ0VUz|Zk9WaB(CMAg*8By4@oI!(RERZ>cK}<}{
zW;NgaYKH}n{Hsq7xQnoP{$I-5nbuD(Wk4?c{}A5VB86oG=0N1AO7kB|YNzakxI^`?
zZAye8QG~FvCo}PbV^LjAoQ^X+$ev(y4B{Y_LShfLqwG6dOo|7Gx3U(KmuVdFqz+;m
zn5#`M!w2Cdv*+{dH8{y<(a6S~BQ~8&GfwD^Ia$AKbW|n5b43cbrulN1*5FnnMer$7
z3Zr5<U~1M+MUs3CT~z0KNQ>8ws7mcqeCb?7k#w|}Dr2ldUzR-g<4?3tqUaVc=QQAA
z?#`!Ry7w{G8k?zBvm(%H@ykEQdlmZ4@+be(dUyj%$Q!Ym6~)lH3tuuPWMz#zMHODe
zDJP^Q$QdR@x`EA(j)Q%?d)f`<c(qc|#cwQ~%+mjS1B^tBp0~EIj&hK1^lIG!a%J=C
zksgqSfV|*f#)9`XLNnyC#T}-kM?%XElhtiYaVJqBO-0&DkD?CQT3N0{$<^Kb4EdC-
z)Q4rv3<8!g##eoU%?+%!Yrrkz_So6vrc%t)m9hlNmV;*(pR^V4m-ERr#B^pn8SDca
z4IpCL2BhVrDLDyS{MYsdTo>XQDg82Igq8Mlq^msETgV5douY+PjtbtCA<Hbw3wn=W
zzrSZW3?)JLo{0`bW2P)$r16B;!me;W78h~bM#RJlyML<tmUnh-IM`aP_EJAWGx(3x
z+?05I0tTq|J}x-LfQ4fr;_|!ildbxQ?>idn5BCk%u}AyH9&pm;7yk<Rw7*P+>hGWb
zt5jRiUK_jjSYO+rYqxNJ8%*_k=i=hx11afuKfiZk!DK*l2o@Wx%amIgoQ0G(XRU}5
zA!V6$`f*uxDcl-lPvF{Gey^fZAYVOfN<X60RDAi8sMNIgJL#L>SFp&YE~%q!v4gi;
z@BT$${dk&Erj5dOaJ?e3XFE1ojfh1|=7o2$+0h}Y23jep3h%(8F>zT>4s_yHxHN=r
zFH(TlpXq$0=2Z_#DTv|(w8BFR{uIGnR%VH#cUyo_u6&&vc5QIf8Y*6ZjAeXI7a0fB
z4?%}MThl#c?^{D&Qm+qZZSTASQ)n${mVY7%%$|BH8rBVWL!(GhvP_+QeQE^Ys}mHa
zVj6Y!y(<%|Ti)!T)d(-q^D^X3IAyL6;&(4HPGws(8SFN{55xB5%rK*~v%rX?7tHPh
zM@leaUMH)eYL;PC)?blXUif<{0>*cEAT2Y%)^DQ=P8ybqnvY;*)YsYR$EZ7}N`{J%
zmNd~-L6~WgMJCV1o2_3kr?7D3j5I{;ZAU7uVL0yxN()XhH+6~Tbgc5YDpDZ^ob4R7
z*!)cjm~2I9t)<lwRN_>6^Jm(67bk^m^&!!Tz$z73+^i1W+kXTAeU^Ml($%aKWM5$I
zLf;r6eA7R6KIjc!^ZlswOivH2V~6~;?StF7=kL{Ga?aGz`wDr7_c#C1AMF!;@&ck-
z>9W}{{n|BjOo^^g9$Acc(3hm1l3`scIN&%=Vk^r!Whd=#h)iz&)Mr(jKioJzaN@Fy
zq-@Y(S<ZTU-B70du~?|D;s>RBP#60DU$jy;>xlkm1r1dZCvRL<H_X@5rlJ`*E;qh^
zBzU@)dnI|kkG{XMrQ>d1_S4tf4v<q_=ARXO_Akx#@A7a;%xTJs^Bg_c%=sB2nBah5
zVj-hMz9@t!S$r}E68<Kg{NbQ%5>qJ_xHO_XUm%3HBPiX};nmYLqP=YBRi=v2>RPUm
z0L&57Ciki*Th!zU<*mDWqo!jGrMuo*9ZERu-Kg?Z^bVZD%7|Fdfz&Vb{R)U62&*cF
zHc&#!OL0MC_Ba>ew$?-f*z%=^arJg|coCOe=a`ZjVls16UzAR=TS)IXEx=1L3_j3e
zJl^-Bvhod)ek}#0f{vyU17;zon*NEdebDei7vBcnA_HE=sX#E*;`%-a0Mh^&IKWdT
z2%N6KCJqcv=OA_!9fQ2YAJ&dlO?|M8xy;Q-aYsegfzs?~RrHe!vCIRag{{y5@riCb
z(L+zxSR*P+CW;`$y)ILotdBb@ldv2otrvP9zs^_J`S+b-NFrstDT)A8Ul+apz?R40
z)*M}Rl47+xU_N(oM~Pg~ufN;EbeX|{5$Vrhpps5)JdkZuS(5~JL_Bo+(pt3?DO;X@
zYs-iKQv1#qmEDlh)Lf$3EBRwd(QFlr@1G9P;e@s)lWL<Sh)Q*LJHr30$jQr(DlYX3
z$cuJ#RJ{$jWj>FhF?{x54gPsV;;Bo}5t_I%P}|rPl}+dIcGS&WE^8GZTVybvN#!Vr
zy(d4Dq0Bn2Avr|@d~w@*(zflU52YnGUu=U_+`pWFXY(4QJ2*SS3TZkF(ovcts1HDx
zOV89!Cn~!n)wtifr>E;hno4P-cb*}ix0+WIzOr<|msGCeKFJ4{1X@i*N>Ubcf=g$f
z`UOU-=u6k<wGw4yOkQu!%)X}1+a*1%Sog{1QC;LX5vc#_uf*>icUfF@W{=ZC!sHaO
z^xDt>0A}Y81KgKWB-5odll)uxNi3DB{k)1wHLFWP=9tTcg_TST04h3eAOqCyBuU&)
z4AEI2H?bGsb)c!GR;!P^Pu1iR5<WecXdB!z50@bp*z3>)OwX&T%lPqHEb;2QcvYJA
z?H_ZIgL09aw<o){`uRF@<=}bOr7p?Z|H7oy7hcGx=GRzt)Jdi8!tQr3I%lH!lp~y)
z9T#BB1Fm$TkdFhFEOH96WBDGwZ8iB_6db&dEr-mdf(7U*6#~Qsjb92bu6o(1e|}lf
zm0&XhnvI?AA5)MhQe@_fuq?+`KA|P7=J%1rLhDK2Q)fMWpT4<_t1kVCLQ!_G6`}01
zA^0ZbZXZ33tu1*sCiDvE0!7j3ce{v(xhrX<V_TZ!eSEd&83smHJh&6$p~;LPD|TjM
zW)144$|Zo!=|67O&o#}r<dDJQvBe}mi51S?K^zOdZGho$?$-tJcKc}xMSN;uS-+zW
z8Q7TjkM|NiTL3!86tCz9??{B#LM9ZF#@RNc6rBz_n@CKjYrL6a^qwTdA*<`L-9^}a
z^snOWrhX57tHkL0F(~Q(QB!?k(6?p-OR}8rApp7y$5Fa@=06XXycR-`9cOFw)riGD
zE2@v{WHfX45Ujz{vR))GfE;I15Zzdzs#|)-D+}5zqPZmGPfA64;Arr~M%t>ie44RG
zreEnlz1s-+cH|=xSMs~-&eG$8yVUq2s{aP=&FB>}gI$9r@Ngvf=m-I&x3}I~&6@#@
z1&VDGE{vMgJy}N1u07DFD2<MO$N31@?XpbA3FP%{Ns*)NSrjrZ8x)}MqkQdq7Oh}H
z34RC+hIlXWNjpgK2B!GD`Li^ER8dK?ZXzQz0dWHKqshfrWz}U=VMTm$5mjwfLwx4!
zbb_I=*Ye+e8yJIU$Pi{$lTFY`A@lQpI)5!`YpLtXo%%RhAjNAT>)G&)f#^*c1q|ST
zU?rt<ZI`40#|aQkallVxQ$=<THG2^&mkmb>R*&!Uo8gGfJpai`XfFC#Zajg%f{H;r
z9Fo$9%F0sJhdw{<-)QM!fy)-2@HZ<o!b`V&fT{{G;7j=5ia6x_ngOfj?S-H2ebkJi
zXhO`lkfkdRZOs?ee()k+G)ddp7oBf=$2I5<vBm9U8#cF9xv2_0D7mq_|LK*ew$=Yq
zul|jO4WBB}TC_@i%yh~%5C)Ck#J>3>!P1ywP62q=m8ilBxwIpyhDVK?)pIBr&kiFj
z1UxyCiPG;dXP{^J;^6Hf8Ch|QhD$h>cr#P?AK~%-S#U4TeEfT3dE-0LUsBM1K#7tD
zNPOKtS{Kv{jTvFY$O-^s5Au`Grp!fSDYOax8k7<om37e@!^0ZbRZ`8-VvNFiw^izK
z_fhCUglT>I><i-IFTB4$o(g84E4F4oDQ5@Y7!5u-xc4v|re#>JDsD4P;;~j|v;_Vs
zyk3I2Y=i>z0KC9#5_o|)UH*d@HJ~#A#E3P8aT8OH7)waNUPmmrXZ3)YnqOW3V6nem
z)VjJeRwlPnG9;V{GlBEtO@^%xz~%%G=32FThn%2`M<yH6sq>4}SB#q_awtjYQ)8aT
zfDoLNk@Q`pwETO!J3|b(HAA2?Dbs=&-Xj{7m77^>Tki0-YJvexLgQkwGOu9S6dJ2H
zIiM0S$`=5hj}&O(A`4_wvqc8BD5poKZd?o~^454GzIz`y8_41e4t^K$$aN;SdrNm`
za)>VSq>r{GE<?7Pp1?V`HNQ)l5(Uchh(;IZiUv)0(<ANQiAV2r|M@$F?vw1XD^JT-
zJxK=pkw4yZ`G6%j2iP^a6Sb1sL($-Tu$V0g5oy#>P0oL<A}cR@2LGZlVye9v`X{(g
z%12eTg~zr5q?!I!`?Ar_J@Nj&j)g_esl}<T_WlcMWWtqIUCAWvqe0gpb2&H^^gaqX
zw$lIO;{j1sy~Y+R2lB8c`YbF9Hl17-K3#6@?}ty}u0U0H2tJEjMjp?!>e!YX*FdOP
z#|J0HV_u=XVJ{r`0gfhDnphw%<I-P+I<db#y&^lh?ng{c=>2Zg%+Y2?Y!r;3>UL`Y
zJ^<3Kd^^ZK7aOVTPTsz`yJZQCl*ri{^6?iFupVl8BoE{oe5y!)00kDqlJ!I@v)xN6
z!Dh{0ApG5-3~~w`6lh(la*<h?N#jG!At~ILk<A7VZyrP-nLInbc;CA6zA^&0zN+u^
z>026NrYyH-O-cmhMt5s2+pVy;+M~Xqfvvv2pDx}I!5MBR%avavMtA>DNhgD$j%`Cj
zrRguRw>!P1-KonM1A-PnpwsD@-I4nri|_y2X&tZK_*^TuGMQYtol$0C#dC7LfD82g
zJD=#^3)*_(9P=Gn@Kvxb;eL2^c$6=MW)&j78L1@EFEClfoWC3Vl~tVnv~sk$S?7QK
z(-6G5h#CApfg4FWL#Ofqr<qSRP+uVgpVxPc|JU5dAG5`e_HAy@AAq;4A3gZ<R#xMY
z1UsNwL`vAl<u#(||3uHu#Z~Mh$*ElM=(GN!(X1kJ@PAuTXq%lM<>1;1qK7R#9B3#W
zWY&l=2QLdw4l9WkjBD*3&+PFeiUpw{tW%<V*5~jkq@+ZPW#VPMntE%qYMPdqfUq2V
zBOPAZwiou1P`vIBC&?C46{)e9<ziKHe?2{DSVb@mk7zphDG^_G-#;1%owbDVe)EuU
z@Y<LQxVn5vF~{RtoB;swat130pI_!J<6>*GN(SY;1IlUM$<Ra*r{|9!bRMSVg`_)i
zm;rgnWPngIKMIubd8NTyO|U=>YrImw(7)sq@K{Q4ezQ4hGDs3MLL6?RDiAy}wBi&n
z=u;smhk^DPI@bB-vSfPsK*GG#Ot(j;{f{LJDl2t5V6bP7SMsu{<E{9Yvi>Zk719_G
zdaJx7<braM(+n~2<IIGjy!26r0VERP>S)q`i4Bu0V!rIQ+~g-68>4QkxP`-<S<B6`
z*~R4UcXBzwtC+abcUhXnQP>Jj**IQyM$PzQULX8m`LteZT6irOc13u*+E?LnKp3zy
zSxQmTBJU{JajdlU3{4QWgO$n=J`G3i;irVmI3+3gwPs#!W2uF7kb3-9sx}Du<|-W4
za)FnG9x*MEyi6qwxaNSi3dn$HmTOX)Htv9?{FSN&vcy$<hqHv3N3wUnPFFR91__7S
zZ0Zy$cQ^{12`F7=Q17L1{*4~=t)hF@C7J?Z)8X@}hb)QR;`?zd=>yCXq+gMg%8y3~
zcoulDA@Ii68|+T5UFt(^T`X9s$FhuW5#L;>cWG|~d^*R)WZS$@rXG;jP|*TZ3{`hz
zTKsq(TX3G@a9`=*sEQFvd)s%Y{^-8bDEK1yE^<!f89%WQ!j#31mo<O44+LD$kGcm#
zy&q=?ig_;kXxjLVCeBs}3|2`E>Yo*w4mt|(fF75Xm-70GiIg`*J$+p}Y+eSv@>dsp
zQoush!@vdEUKsPyn^{nyZ0!=!;#X^aZDV=WQxxrKG^}}C4Rmi{)`er_H=E&odj_~^
zpp!H0q92Sb8=CQlzWHD-L_1Gkhg&@S@x#M`6~@U3lzN}u_@*9W8hg+<M57^{HUd0=
zd?I39B=<1CmJXR4O!5DWX}=){PK(9!2jUHEqFHNxFYC8k8ZHp;`Phc^*j+gHf7{(%
z^X|%QXPwznSs%01Xh&s~J+4h4rOq~>02@aB(>*fY$AiBsNg`6#ocUN5%}=dDk4LQK
zq)*vrrzdIc?0GerF0r_3Yb-3*>Wf{E;^MgG{Egs!#QSGn$WZ=8M^VJf4)cCp0u<W&
z2p<a>N;y2<0Bz0an@5A;;l+EAU~PG;qHOB2uNK;ztak;?Fq;Vznk#%}N=1smwpM#Y
z^d3JbrC@P))$*0!K}VPFuWMB#{+qQu3U}Gq(=CZBCD1;+U<F0>h4JW2qmV;e@>)fM
zhFksbSgl9@TqO!7yn1Bvvw|4odfiug732w25O{UHa?-!zfd&|3&i1C-F7i5d@QD<U
zj?v&)m@`dHD>NBlGci+gIl?Ic?BueN597GM1DGzS9Eex*mFjU5K^@l#L-pR%eR_(y
za^sjth=UoZZWI(OSa16R)``*K_sXJa*aGwS-S@*w3K@#O=xBmfprE^_M8vGcp*5#@
zUTb*5A$rSa^$+baXJLAYHcZGsO85ZrU~k-a|It3;KHvEaba;<Bej3d%<X=+L&5(MI
zKH~+4mwekO|KM!S^}YY~{r>u`EWKqb<yEmZxH;Bv=jeUM0zfWiA205_V1(JT4s%4M
zvNTGJ1V8nHo<&Qc9WwSd&B5n{X3mCf7}<`Rm)7)C@3Et6CU!Qt-)4Pt$WSz`6~cll
zg|&EORQU=G`n<hi=Ec`U<Sb6JN*-P*JrY)ejb5mJ^DUn(jX$Qgsg0Q{jhc51d<$1D
zp=9Js)w@|7{m5q<YLNmo`CEmPv@OCAr^rYov|ESr5u#onu0+b1>#ll~cEf4SN{jnc
zP5!8wWIoCgflf#PW7Krab+=L-GZ{ab315n^Ey_o+veiStRtWNYRn|B{RpMzVGS!{f
z1@(%T?|G^JtBf?OGGZ652q?2=@^nt`f6#&=(^{QXodG5JO6u^%no4ZOi21fj4l#+Z
z(};g_^LSYALG0ko-`g?8`~3R$(0=1O*(N)fY2yz~Z}`c2qxUhlFcKwpcD~)tvPiHW
z<sP5f@dyKTutmn>4J0Uay!1pY7-rCWCb$0&f+7O?SwtnLcw&Yg!{2BG>!HI6V&_tE
z6rq@{z<8fMb9#EwYY@Y}=C96R0X7-na6NNWMSp3s%NvsO??r*bTld}kaDzFEInNW%
zSu`S9jSYsJFgjcaicP(9%P#MvI#Mhy4di8Xf$b48(96<j*2g91G``Am#4=Z)GCY81
z<)M8UT(0_mTO6TB@P*fw(G7iCBLSa%O+VKe%j$vinLTZjrc2BG>wH)oMXA@5hOF-B
zB`RVDcheGIShj2%Z}`vTCW~ya?|0oI=!}*8PGV6CZM+CtnfzQU0~M@FmTddsv;ZNI
zygJhdt~XsPrusRtog+c;+lB7?-v1Z>01|Tf7Bg%lK5G`-K}99d=0%OULf+{(OA2v7
z%y3r2+o6JOE-d8-PeS`E`5_tE>-<p6YVO(f?)3ad^dP@uTEA1Zq|f-b?~sIo9mQQw
z!lupgjJgXx)~I^&d-SlEy>m!2?ulmCAjt8Tx;e#TZqd2xRu-&82g@^gvhiRbKV>Yw
z;4&o8j_vO_se@oNwYETeg_dN#kvSXkpF0y8t*|ec6&8Lth(jXKu1(RKF&TB~d|#lG
zuB@Zh7uHVKq5u0mcMA%-H&=DnujXX0U?vO<e|4uJM{qj;)Rs|sO1HE$|5YDpEF-uy
zl+moOFq){CCaw9O{(Y<EqnNe!G2~4oUs{Xk20rSdv1rS);ads~b(=roAt<CL;<%J?
z3H$cED#q!mAtf?sYHRku_a!W{<hBGs%gA0|v!GHo^&SV^ei*HM4YD_&CWTPJ5<YV3
zs_d#xB;k5~;b#yf;#MurKkoA8t7y2|nPqqAChc|&yPrTZYS}FSZb<nWYbqqDym;%8
zd^W0#hCN)+PC?k3&PfAVG~AyU{LjDv(K=)|Y0l~eiVa5EUvUe_RVU4aEK@9%7wsz!
zwnhLB_)EfM5HnE|&8_k+Cl-^zThPJlLx-K-pr@mEupQebmb}9%HPE4nuH#PMk)h6@
zC8$enzCuN1IeB&I|CZ(gOmej^IRSkkt1NuAC;xpPH1jF*=@TH5!tViq8(L4<LiDQt
z#(>3a?4B@_x&a1e%r!e;Rn~@f0Es{=PGmC%Qs|-Ya@GT@Qx5n&q@}88b_Xm*oKgOM
zEXdD%=iu;=tX!)stZTVDcl`Ej4VdU1&7dXotdCq*9lV#UymDF<guLV|j;to!oa#*)
z+|u@37Tg_@eH>wz^}b90stiGJxVgw0c{H0O8p?CMu#Qlw-Sn*c5flG*QW2lCi3`Cu
zi#^g{wNwt9Ckj}JUvl*>ak)b_Qm!3z=jag=t}H!lFkyb0eD-`+MH8jqmXa!((l@&L
zsH32v8R(LU;*hRBx`t%YTa5RwzTO+<9rRUSg-xeY)Fi8ED^F+=W7s;-vt|74V*b=H
zbR!{$fr#m3g{Bgh)i}h&!Ugc3FKFZKwI#kfj;4vjRFM>0KzWUc0hQ4}O&g8zCdN~X
zYnd}|(~5tv97UP=VlHsJPrZQ$JU|m*^hV7j%a7&_*xJB^$y9oj-Cfa7;FbF`JIb~M
z@h;o1+3T*H8NlPNw;5&4P~eLLiVi+r3yrT{a+pX)tVt>A>J~Fm*b6sG&1R?Jh~S?V
zk{9nqp}sAZ#VHgiLLwdd+jx@qr2H=A{W%ajr8cQt|Fame-HEJ!Ld<zj71;eD@}qNC
z0<s9S+7tZ;n8y;QD!0mv2sGQm<5PN3<Hl#Qs_y_PaM!AYK|Cl7qAQ%*)klr9f|&;+
zrQ$7lma<5={9;gr3Ex|3fZM{{G&`#XPuPqV-0g@U&G0th{SS<t(UTGtLk__%7`f^b
z#x3p}eG&gQAsZQOjp2icZ08AJ=Qh*vB>{D(6Z=CdTY`#Qr8z>_RFI4&#?U=hDV;HJ
zzJw6)CXL1$g3{NZuyiL_hK+H1`M~|04#95fwchmuQ>mUOs3td6Y}Z??@U$$(@ho*T
zN#4Eu%_NdhZ~iwl(Ry{Ry+Zw9pd5}VtTwc#wlKY^tRo*-+aswZ2;~H|bJdK5P)Swi
zUGT!-R1e$=197)=8#D}K3LZ7kzN5AbJXWHgda-JVv}~&KoLmh4I^}##=1Kivac%4B
zgatOw()9=*<X^<tU$~ON^l+1(-LEYW5-c?kCrI=R>I_n`R6T{69C2Yt;&@G&#91kS
zluEc_iC5O6E~}%e*cmZ=cle-7!H3$>EkhuETiJ%psl%dlU}h;_NX?$jP_eUnY_njg
z0*oV+UsAOLNP>KCPX~&#*pz2}wA-Vzg+l?1lIOz*>Vf4TiJbhA)U(1#^ZzE4q+Izt
zqyi;;2*D3=PZ&ZlcL)=hCkirWF)&j6BuXeb_)=rKVPEMJ3D`dV&$D|BBNoF)E*{CP
z$921wYT!^(PzqnnH7)RRUO(}^^E~XgvN$T6T;fW8^`*3hJ}#AAjfED4Hn8p$aoVGK
zX)}$*iJ^|Rd-N9!Pox2Y+~`jYDuH@J&)CV0tW$ABEx_Si?Gb6%qp5iI_NVBHR-8iy
zN7&vnJ{K^D5RX+X@d4rKZn;D-xHH0e)vTzCI%Som4BY70zCB<T$rhc$pY^eS#yJTg
z36t3}pegK-RUXP3nQ_pclGg7-qHw<?Su9`OcYg(6qOj*Y8rf!8Qn9ISA@AP*;_{7o
zW&#U%smdPylZ*G&oWuO<3=xG?-;x&Qr5eL`*N(<DFkS2Ke@U$g&KgH5e$U_OF>SG~
z!Q$8uYsrS8>T4{e${$~6L4drqR_8eZ5joQ__O!HGUM-IW#j+DyA9jYDX$n^vhE3bD
znI-L^JPOQ|PLvF*)y@2;H@WnwqAPI1W}k{Ob(f^o&DF65PrpTw8viqOY)f>W@vd%*
z1!s`6j&C77R|HvFw|i&<b`O1y*=GBlL^Rg<QU+g#an)zbVd~x`kc9nId_$OT{DLZ5
z67q|wO3daMc)5pa?;U<jn<M5a;T#|m9#`18bWxGvfR4s9$L}l@v6qSmc4*H&joHA^
z_FUlK?<l#-qc{0M)8B6K((uP}V9>a&O`}WojV9UW<EHmFdRWr6aW)V^$c=y{PREnM
zDWFf!X5}VnF-gt3U<qble(Ss-D)@h2Jek%rv+VuA5p&xZ$64$7v9=H4Gz!-EG<v62
z!)VaBwrY)7N7k!2KE_*4(tBNb5?M3!(EJC5xkn-}1=IhZe73(sLkVA|MKlMf5~rIM
zX!pa54{Pg@jB2UbG@89M4y=WT>3ckork1qJn6hUvfS)8vK?B7P9+<8DyQ}<<7Ob#7
zVyeN=ta!ceF%~X!_+Wkr>laL+b&lw6AO!*Q^Jw#S8-jXzI>X~I#5;G9B??@#(&<ZH
zPI;`JSBpNTOgLW&61oTbtoIpX&HmEmT3S%PYT|BhzBO#l)Fcn${IgJxoBlD8_tt3Y
z=sqib4RzID#!x&ZcZzxRB%1<hCmI!0+-lc$=k<p<RV`SiQjA?e*A(8JwvYNv&#hKW
zEDB!PvwR2Ug@snl{t|&clDm6&GdO+^U$U<_nn^^L#?Tdyt*s8QnJv)LvpTfAj}VyH
zS>tY&xFp>nj^BEdYw{;FEuu+#*TW^K55;6?N2{pH29K~RPQ5Z>RX9?Jje4K_w`)$Y
z7xA?Q0K1$6RyUoL`FFX9G`$sIqVXh3M(Q9xf+kNha%!@J!3*?tr+?Ut;GV~_c3V7V
z2>VqGB4#bwUUA;#>n_mHh&~xo!Wlq2H`q8hX&nf`8!5eU6$?V+=H2+6JjAXzUG=g+
zm^$yB#9XiwFxC&iB&?Ue12Ud(B9NqBm$ZnXgrd}joc+<7)S9qV)ugmI%XEkmqa@N-
z@Ts|FbN`NAmo;8-Ojcb=L5bJ#^rKjw+y*-8B-aGqRC2@p7sw4~xPeD)(+Cil;3Q27
zrEx9iuzra2>$_KWNCrphYHouw+;6~OU-j!hlv)Uz4Y_^y*HH{<?PYDSnH2ek4Ke^M
zzflG~lGSLZcMqpcmvJ3js726i(rJl(D<fjpu|cy*f-anWIi3OH)es_nzoau7Y+ljj
z;VwXzApti|QF~M5D)N4g2mYPbL^F`TrUs>Iauv*C;Favp$5TvVt2nt<BlwzR+E~bY
z3`ZKJzvZLXaPi3N3jssOZhYFPd}dGqva@$HNM=3RV-o=8TLLA%Y?BoO2qFP|-ECnO
za2+3C6YlI3Gn5&FYPWxY2fD^tewW$$eV6s$KkO{4KcX#|)Ku?xWT?5718hS0*<aSE
zT%l?h!Yf%=6)N?4K{up5hWbT{Xkks#v>CrrnyPFY8SBGa+ly<Clu}V(q{H=7DSR>V
zsu-S1U;=Q5$n#IH_!Dlk_Wd<NEOEzsk{Z7B$#mL0Kx~0$o8yE%*T(QY>61R}F|m~G
z%C5DKYR#`9j8fHTHJd*lKSvZ6Z7}TRbC&dfS^kX#*kK^}{NdWg;^@t{>Dih-Z*T|j
zS*Ba685i}STxxjk6^*YTA&W2T?cnWEwC#oMkWoUjg!jxP{p&MCN|pF+LfvIyR{f`}
zr!!M<`1Ddbv&8{1dYFu=Kr<efi6aGA%GV&Y5}H{ra1r$+c~pF0V=WpOVc)~2nXg3f
z(mt@v5Ub>`n)rMg)zb3YcfM2N+PgL(`!G)6;LzwLR2Y}b260(%spJAUrz}=(qtF*n
zaxUz5^0B=oWhEcnRe+6eY+tHoauWD7KNw#df`V>PitdOD8XWh-y!Tdximt)XsnW{+
zM=vvX?pk9g@&H{83R91&SQNR-;`wC!O)ReGHUJ83@#XM$#W7#vidHVDsyh?#WlNR)
zf{@5vZ!@iVSB&do+U-9`87Z0aEPieArak`ttVlex)y<ACSEPja+z;fDE>_Shlct74
z#Ml#x3j*s6q!CR5WsWwa;3Q-3y@FQRHO}<!mvZEbPET(-x>kZuJK(PShNS2~MoO)-
z6t%UKHU2+y5Mv{opzuXWI@U|4HU+D_aCKU3VWPiG$B+?ksn#wG7y}PIZ7@an3B>Z0
z|C8;;)!^}>@94cuzRVa1WVm5$N4=_ABWEKjs6RgY{*AzR7!qH?#KHeJsk8WHsz@Fz
zZ{)bJ+ot7gUnm{S*YxDhn8uv5%Y*qy<6k<K+uh*e0OliJZ-?No00EA-T8PXl#S4du
z7hpj4{Ea1Sb|qr-hs!0X_6oZ6&o}Q8m9QSee75@d;*GL_wrNb|8t$D!#Z2Xr(I&G{
zytxd%3HdYl<2mm8C5R_Dd}hCME49f(em^l&#$~xRE%)*v^E}-ltmJ>ivImPH8O*o<
zHyo4_Jy$+?Lqcodni!}0<~7>Fhbt};DCm#t{6VzE?)5EpryLlU#{rcx)tk&uC#s|F
zZ=?FgJ67;k1ab`<H^Ao0dmwUbeYT&O0xmIAj-?Z29ZjdPCXEF3KpE9l&OErX>V~M&
z=2kRj8s+eWw3G5ojt6p}PKbcnM&oTcF(RB8x6E}NAOe2BcYlUvQf7<xZYeaM;cvG3
z;O8Eu*l4AF-j4wTj_$oU^oVrxuH{-R(!=a+1?C$`H(PoL%KGW%^v1U(wHgAfwN&tC
z#bynw!4lB|D}XgL$*j02m31D*>ByH&Q88{8EMaSJSvssTiK%E+Bq@|3M+(FQeYlwL
zSBoWPT3GzW;M>ryv*-i$-*ZZU(G&3D!LDtN0)kp_K{V|?1HJ6pycNqPX3n&EXa+ZK
z#pyK4hraeD@u65v9$^UF^N9n7B1MCj8I9LA3#?_ew+nXq+t!Pl{K3E1|2f5g1Gacs
zp_<%Q(X=J55YX}b0C9$Z(s?79jgK18Tv0GE?a2kvW1Lg<dzsH-p{!|PqPCt$rRcb>
zz~`;n5SDXGwI87AfGs-0!<Hyk7~O+pT>1VH4d`vV7e`?QfDw5tZhX{TdpY<mNJim}
zA6c%blTXut_5~WH4v=G@+biz4vt+C2NRqh4;0>}14ORm>x=|vk5@9qSp-bzG-txtE
zsMMfXn1E4+#<hA@Oa`nPmC1vuQa`8pjhO*ry!{hPns88X#x#$uqD5;(E&5Hy1iOg{
z`Zxo01+p@u0!H9`9L1*1oY+;>yN8YEGt_Pw9O>Q6TOyjCD&Vs%n->SZE)W3KJ(v`*
z|Bkf`pfteDdPQ|EXExbAlpZ4Eco3<^+IP<Jd<89AgmWI}<|?MC?!f|FllSf3qJT_X
zgV+EmPARF|5E39jvCbv-i!ujN_?*!6wN^Kjm>zY7u#U2@uo}|+Z=f_!roZJ$OXO}V
zFtK?eQ#Y}FBJ(?iziu_YC%a|=gNLTs>y~AeHK*K`%Id`|`T`u>m$gHi7SbP~41wkG
z`TDa2%61ko-W_KhgmM(H<P@k%8UJ%W&iVX6O%0DH<C0C4kD8R~I@jNxO^soc0rWjq
zlUT~{R*yIOGv~~@k)<*li_^zHKpB=T`cIj6^$kRZygzZSD7iT6{@9J8VE|#xg+%Iq
zkH+ifSpR^zP&!>5nztwU+pNRhy3=iV!vsz4;rb$O0y%0-kMuyK;lXXL86L2ry&t>V
zHC9}N-H^aTuh7Ka$Cq+|dnoo8u=XWNvgz;~&cXk?-_}9ZuOUdpU9sK5wWDj0`#)ah
zQOIlm4ybF4qx#s}oSat{Ee&6|bqvftqa`p!0H<yuW^`L=(8<ds6A($nL!p07p03SH
z(h4R2-5L&HPczNK&2fFx{H#(eFSQ{~IBTTHse5M^%nYzZtN28wGM2AvZ12_e&fStV
z%_6d~XzOtBXitO?af_8uJBUxi1wYJ3@&K{irh98@>3WiZB)lJ_PPXMd+P($-^~TE$
zbSF%=*7;dec2#LuXDv6Q^32;+d}5KqNk>QTL>KGN?6sh)CwF<!lQt&G$*Y1gExWip
zpOn=y>DE^|wVioScpUB`{wAID*%j(x19dmNxt%?1O5(2EvJ`ZrZEd&Y-FnO#m8t1_
zmWir$jxo8(bc8FHPJzH<3m|?LE;{uze7rQQ$P}zv>2Gm!;u({I0hB$p-kJN~OQ7iP
zMd4ita!q&iJ`I(v7_c*-==UO0QW`KGw_!6NG~fv9!R6s=9B6!?%-_KGaW-NHCvc@U
zdjClbWUD2A_i1;1xJF;G%Dz9P;Sqj^b3TFZZb-9?o^o^1)psCg!7BMOL<s4aGgJN%
z42Jm6R~`9{vr$zN3jpi8-!#xQfRYs`IaoAJX}+o3M4cm_RZ}&TRX2VIH*wa*zLu9t
z1vJ3)0i*z6=<9Jvudhl6hjVU+PW3x<JquGO9x{*bekToDKJB<D63~4C0L5*v4aq0Y
z>mN~5T5Kf=VZ6aKBa6}cwOIgY;A9J2&H7rFI5_evkH^P(d|W@jvF`hJvU{=xJ~%bw
z<D-*JNxtLvZqjlX>XORIkyxe5_@Z%`DcPBFC9p{6LLRls0SZO)6iLa<J~L_0%_&%A
z%_+RNQ<}Of2!tC#teGlYU#pS_;|&RObPxC*&}z)fg8s&S?T#c4a#7W#65CaMb!qU%
z`vcqQVQSItqdK>|;-hWMzf%7<U!({`R(-3l7C`g#_s*WMP!X}sgPu>0H_nzetP{kV
zy_z_l<vJvN?uWIn)^yP3mPG&{$>M&#sb4*3S~|X9Vtr-A%91MWJT#OKW<hq192_E+
zw<?m3=6O_b`RP~d0Wf#z;QCU^NF*VNepF+Ud9+@tVgUg(RL3{~!he-lfn2#9fNyk;
z?4Zw|th4Jn<<VDjSN{Y_72m2se3huBv4ur_6cHc70w`tolbL?W=)ljIjhRomHdu@`
z7L9x*S(5!^T&XT+0dyh3nOBZBDLm=b6}+fU4#Ee^_b(T53LqcTJaV4&MO*zcauWMz
zTw+Gw-(Tos<`tUfd9#*^1pg>}F8D43O)MUSp?lH!^*G*!#xC6x0b5?ricMByHoTTE
zan+1e*7e`7|C|q@NXQHzJA~to9yF3QUQ2n9rxGejEVLLe$9uE=CZ{cQ%I7u&;IJS$
zNDpwT9+$UK<e`=)WTB<Dcq$v4V2rt_mx6_#hPr=S%XIoGn@(o!d*5l{;FVvW11GBM
z+fW5TR;*)l)T#PZ{_%BcdcBEp?Qj7ou9x6HbuTk@FwZ7>J>1mee$Xl#U}41t-Fr$e
zEib4AW>KF;-S)X8rH`sJ6IBy|dF}co^{yE{K_W1v02%oG7N1&P3pwUd7<QWxHs(|q
z_QQ?tasyC3K}Qfvg2Xy?F!zQGa7ter%?Rv1JSaG<!m>U@`>Kl!Uc$KsH4jr5ese%T
zqENz-pf#f|&&+B-o8YXye1?l9U*Unep$9fZ5HKy9p(Fad?WIW6U!BNx*AsxouE(J#
zeD8Qipl4>DuY1P@Zjr@z5N4muq+*0$_&rVtu~pock8~y;Mm@w>SQX{oV#+Q|U0e4x
zA2@wm|Jfat#?g=8C%w3Svx6~nD>c2`U}{y-Dy42E2Z1>m7$6Hl>Tc6@={<ZBEeP@9
z?K?==%|^Zqt<h9wlk{JlJUbr8J8d9cl%l&r9qso?q)XJO%O3Q866{a!N2Xk6l6h_h
zR{Kja8;Ht1hV-OZf^!c+)xXO+0fClDoL#Nynk~}o)7A=%BBU|l7M;`F9Ql~Bij*S6
z*qogrdK^?Ld=djAjP)CK4MFzS!MrwBOZjsA4!`7)X>sjCE#=)nn9BOuZKIobf_#u8
z{M0P_#b>G(az1_HBFV6stqudHRic_Tyqfi0<_!lo9NdOx+#ZE}R-7LO!UPaCRW5CI
zO*JP3Vmfm$f9l#@Qy14oT(yYG2{}f#ZlpKtAkVo!pyh~%si5KJkm^0rlGzuGl<760
zwzT<*sCuB(U2B&fwQ@WR)t^wuW=4j0kJ&)C`)cNp-Bd+()2F807@rX4Zq15tjZ8r+
zq)f)TkF#U^&{Xu*bTUB@6jMQ=J0b2pf#c!Nuk;P59T3WH&c9dQf3|(&E5g7RK}z8b
zy)5Nhyz)~)M=o-{(5O#EN5Bia@sC5GhgTUKbF1XnzxSSe(iwbGU~1FrG*|c5^y6b|
zFxZr9X>j>TI;b)xO=obbzvtw_-~bnqi#p;H8$KP%CFQ&+L{N93Zq_d*8a!d4S$a#d
zTVB3Wt*5RiIIC7wu7|#-mRRwak2X5*69492vfixPHN^fi%B>g_BsNH$ZW+`#<I+?O
zp08c5Y5aYYB#OC&Rs?BfNlxpJ7u_F$!EfIfe~Sr4j#(kV_V&ynZoAlh`C*y(y+|x8
z@%&&hRhV#{2LXM#r)|_n;?$lUWLFq5N>SO%bqI30<T?HNP%`*;QEh@?T?NO?Pl#aa
zeh`Lojr;OZAa{-W+~=ysd@bT~Mw^?mKGb@8LtZ{e_0VxuJ)PNM;4tod{<(~b9!lft
z-;{*>3>{^eYkz~BzJ&uf-9wZgtbAj9X<vO#6z*{IRpX+j=N(-O8%(GLR$P_QP(&Mc
zMql6ela{bN2j5Mjxp>d}F*kmnp(zWgq#`CW(uL*a;R3!Z8ZK_`GglrkZwm$tEItGC
z)6k>)y4oKH+6O09siai@4l}4rYi94Qv#!UX$(bttRgy5Ig|e^x{Qj*%;B$OQ!i0Pl
zx6&8EZYEQtd`i_ONx|<2by3G1@WS7=1yd>uGgJKN=UsK&*`%?vNp$z{R_&dT5U?49
zvXrCV|H|1hYC56^a%?0?I$mlgb2gtfn(Xm>26qa0vf;NEF{Vc-VaoMxrO2uhi2Y2Y
zNKlS&avef=83R&%V-AR#a5XtfyS2GL%P7dWohCOTbL*?Z>!0stZWp!TB@k$ys)I!_
z3HXBJ@NJHAYU_f_oj-QQG)R9EH@H*44;g8F$VWmK!4O$A)(A1Jb-Iq6&lJv5g6TGw
zAP9<gMeMhu7Bw5TQ^>`j*OFLRyQopph7>?Y7kpMQ!jU&-@ajCd8dFme8yMU7)nWKv
z=)L}%;4>SYa0br2*TD3$$iRcx`=@vCtyrE!@uIwDC{}{`h>N2vEglie;WKh#xN7&I
zeX+wrs6UHpgZ)>Y2>nJzig)UN>u!wW`V9Rd|73W=KuKrF|1dWK1_|9x*SGb|*ILYh
z;cs9>QYx2I*y~jJ!-aaA{9Z1zP9f)KlG`Um&!Zg!E~JRSFO-B>EwmK&wPd#*e`T(Y
z$ZnPOc+#?Om76PlQ##2HJ4IdBgN{0behotXwQ{h(<<~K(EJH~U?Am7Fkuv-@8L_Tc
z2%$V9Af7ul&FUPlif$#4fq_3RD?n(JB+D`|KmPR~D-O`5c81!}G$~=SyP_wHMhEq$
zy(&K6mkd7`eWgV4+2S<JNgeSU5nE{c(C{Ed{Q<GNRHrM!Yp1ZJ0q1ey8_l5pT^xQ$
zf9f*5G9yM&8;$CMN2T-STJ4JW1eMZXCh|TcF^#wlS*gm^^Jxde%B-|`c9e~(`B-rZ
zLrXO&bGx+~4}$1m>X1t<i~KurR)49qjy{9)aq*Rgh}~3-RNg0+lQMzRJ4VC&n3k%L
z>6?FNbA-F&KfcblAUhav*H#?C=#E{W=!vI1pO}6!zsbnCzsmU=Z}0q=vBN|zIh3YH
z{~qi24R+jrrb2CjNykVaI1~(}C8IW6n4f>0fLl~vo?cWXo&0(yT~5{89c{X;=NO>!
zXnR^S@FilmFZhq}K2GeMleqS&>8F#)H(Cmjxk~Dlw$Q|28qf<q@GSfCs?ONbm)Ban
zu^3q;JnSS3l1I-D60w%Qv?5GBcA<2CYp+H?@cfLQwD2H{Uu*f?Iq`*Dru3$TI;?^2
zTG#O^-_+?cMXVJL+-1AyIl}67ct5gZOHPiPQCs+$q?INVoLEQ21@p+=Cd{+3je}vi
zqPvDPULGy(HQYlaLbv*Tyiup9V*ypT$K{Tv;h>R8u|ND7Bj`_y=|R10^$z)!n1x?s
z|6Yl`+OuJQd{6tzM%VNl_Fs!5*hj}-)(nSn;uO1R`a)ky*sS-5SVXzST9C14ZV2*T
z%+VPYVXqBoibLkw>60{?%=px$M)G=fQM2gj(ef6fCFn#llEv@+Q)2!ZHrz|qwCa4P
zhW&y`pL?Z>L{#G6Jr(|Uw$53(j}D$J*yj|QcSb$*pSbS93LkqOTZ6;*%9z&nB*!GN
z_mBZ{_6bc*P1}mzmPvPFippqs4(te&jE#^y?5(#;U@K%+3l5w+xRYV8J*=$}Lbg(}
zRZs6wJ)d=@7na^*^q6lY0d;_qzGi%oWzRc9cuwtl?1HK94x>?BhCS0J9n%J#2ba1B
zgx%BJt_uf+k@LQP2<I+Inee1GkCsxNRc(`x2%bk~svMCsqekWKdkUB+MWdT4Rxb=r
znDmYaq!B8et~Z<_ypgGq=3`(>NI9{jB)cOxRKzjuf3TO5eP)Q8hM=;&PBvZgA(*Iz
z9<M7G#?%uyML2xu(73F>%nThpJ5@=?SL%L;IH}n+y$Fp4_cdh(O5~F-U+>@h=p)^;
zVKVwQFTbET6;n=^w4cQXhGklRfA@tmQAQDdM}HDpbvVQctEs!uKVgd8zs?K|h0TQ}
zN7<^S>>a#4ZxAXmUUOL3<<l96yph(m-p}1{Uxvl-qf1^Qs}H$^gwI&{?(j!wpenp3
zqcNz}<vllv!oSfi5fWD~aih<ZOmf}j^tm^eQ1el#eFis~VJtCCX4lPDUvtr>TWb8h
zR&H7Ix2@?<IQz$`B#gZX^g0*+<(fqQ_<`nq7Ory|Y2*3fHfhOvCz$_{GzE;zp6&>Q
zW5$yIg;6BRO6RrWPn1Q3!Z$P9$)QLRJ!{kb%$`#`K^jKkt4$-AJw_&x2kT1`a?9i0
zk}fbqk=XNnU_G;-j&8H@a~^@0CFFerY{XY4oH&CJiEv?JVke!2Ku#Dd#mBw_)n+ME
zva5LSv%OWc!oFiXv=a1Bf5O5EQ1y^PW}5ewS(Iwdm^Qt3N!^Ea@(v7H>!#_;pWIPG
z4}RJmc_NfeA^lCTC%R8DVeA%(a7VOoz=xPpc@v`3{O$;cO`|t}n(c8;_>-F}(v%Hh
z!JQ>xBvr+@<2@dN#827VTX)AXXiZ9s(er<7@iScWVSe%ztrQiks|p?rG2-Op<)8i}
zrHdcoZ_RSuH{8#^MN{6aTJ6v`tUmml9m@7YsfnPy2-_kNH+U#~Wn-rorogP2Lq=ju
zXq^2M1sMarf)?}fweg$Jb>+Wmvw;{u6j$}BlP&7yM!VeGHmJJ?w|i@u(}!C!>6hVn
z5tNpemgjj~#up5c<dhV(--d8txXTw2kt&NBdVPJ$I!|`|00o3??3*t8=+zq-k)xr%
zC%a^~Sl<tuv~X5vbW|}!9=%c9N!D)=I#vRiN;|E|5(i`pH>p`^72Pq-{gJKWk@J*U
z%>}h~PlRKQ^48Na@<AodA*oFJyy0ZY>u*Zt_{qzVjxYFQWy{iB^nxYvRg!(JeSj*`
zW=+(mKgr)3q_EUc(z>UorNn|0wy~JSS3BChlS`-Ea`^hDY_gC1yF$GAW1%>^G3ioH
z53bmq9G+3cb{h!Z%b|rr8U*0w(2wfsk$)GeQ$?gX+f{hSZ!+KI#6tNw8kUcL2y@4j
z8%sP;K@6Y9)qS88%g^md8qbCJk40@x*ykT@)$wf>bS%VWy~|eb-mxp%g;(3&T$45|
z7COS~BaDBYYdTBE3QB+8;!BRw5yZFB?c?X;Kj9)<Mwv-w?2>fPmzI>=1T(c?C(MH3
zlIyk{uTyAUFUQ2>N_J-Y2`C30KP2?Wm>W^&>*-^AK68r(h=n6Rq!MW=Q&~47)KB=&
z93jDLy~!Af9@*(La}g#Mu+cq4i|Nl5H$pR%hx_~s<Co&+{FP!!PWQG-%fj8`y7;iM
zu(Qd3z9Q2Y4FCA*u{BiqpJo;c=REMDC;Sy@1!-K1Ry-c-o><3vUvDC}OJscqOr`i(
zC>g7r^#e?n3?4WEV^MP2dcuyK=KsajTL#tDHQ|Cm6Wrb1A-Dy14+M92cXuankl+^F
z-7N%nC%C)2>)pKH+?lHRK~emnPVK!;ugAK341Imyep=BNf9hN!Jwx!M^s;QshjHS&
z?y<d4(y%ENjbfO^WXQ<wz_){5!_bs`$y&92)Wl2x;v>pA_qIE%#txep+h~c*1}a;w
zm;Ytg&v`PlOHgb~n~hIpg1qL|VLN9S03P+%gF*LV_z-!Kt0VAu)!iArdFhcUOX#EJ
z!xD>6f|c=k5tADSCk7i^7=}qqSyRk01CjgEhiz*y74x$H?1nY&hcfT2=?%JNX?BQ{
zM?79G2a3FaKZ9`slo>^6lDn|EK?y<^k72m{@P>y6J=5&|6=uj<ols#zkrTUO$U+w|
z_A&&S06Ak!CQXov4JS?vl%*AN{+v5b)<z=-BPEEg&}%D~8@p+JvN8RS|3n9Z>uK!4
z2VAucO9(kmngaVq8eN+EsrO(q6g+}?@E_W}ab}tGyqmq{y~d~MYgDP9@l#HBsC!SQ
zKxvoA#w|9+^7iGSmEUk{{Vt9zxzfxb`WuE{;O;DdWNIm>A`feT+GF9<REdLed2~<E
zufl5t`1+gadFH{5KXCLbj7AQ&OYJB%WD%p%rn^Pixo??9H#!#ihZ{Juw>CQh>`o#2
zzM!x@H>7RCdg6JDLGOI}-e_UcIOOzfd23%D0<$Wm`#VK%U9jwB359E7*hKi}4Ub<_
zaoE#l6SOwuunqAIM1HX%>t4}GtPSK0L!?GFU3@q)DPI%h8Qg&_?)|H8y=V$6efEXP
z_Lf~Qr0pwC=l07PWY*oXLYz>~e-~U0ltSQj>QQv+!Q_Gw8-#+CiiAs)h}~cF_K??c
z4G7DOmP9X~p~?}70`&w7e$>5`pc*>;Ff0FbtZQ_LvvXVZ2A<p})E^1;?V-S|nyqn4
z)d6=sHd<vgUOQe|b<%4Oys?lYUz(zXSLU+qHK2ViCZ~O_@=ftNNCo9-6B=U3;UK|C
zghweNS5iWbY=6Dj_;(B5rvlZ!txPd=YpsYa!gYFC6G9ZRxHCAH7596t!1*xk3iACp
zgkA=XuN6jU?fhx$6@RBz!(=N+k83K5Nu%@5j_=(|9v8Km$2b5K6(B6OTtfE{hO05S
zqcqKd9{<OId)T6RF%vfVK5OSHD}j1e+Vy4o`oK_PVk%1}JU6_f474PZtfATn_6T2p
zhrrq<t2u~?ff4euynnsv%%ez+4(v7tNH1RnL^~b;=6z8xYn?y_ZPj4(nLRpV{S9yl
zh>IZ<;z({Bc#f*r7Fd*#hQvNwb2s6!FI(SHPMkcxYBA(93=35%I=n?oYn$?h_EJlC
zUa+MN0%JE;Y@Dw8=Y9M1B?M|xVZL29U<Kw*?cYs$lt;eF%%g~*L}(-C`fp&x9o=v}
zjS7LWp|*&#lWT5IQ4JVMMu?PTs|%%5N7iSwjfZg3F}p$Xn3o{nCVgv9YOggJJXaK&
zUL7SH_hp^eWg3`6k!+Gu&yu(szeTfT@S=ju&Q3y#(YHGnFIA4cJxGd;(P^5le<xqv
zugqmTqJG&)7*vM!X5_Rfs+@Gb!2d(?Zdf8L4^#r+IupZVZ4*|yfcy2ne12$mK+Zvx
zI^F3DeMtXwEsx%{-?Ow7QjminW280N#`Qd8gFTaQc6rdf!tldV(Tfha$h=>V_4X68
zU&!$|Z8KsVRx#RKPYvfQb-n}w%iW9sUW@iW+5~mtv!{P^XS)5_YX6gNvf1c<37Io+
zo<sQ@{-L1N!L@nB7*iEG-F&v&WLajW6#D^SJjL~(?%c)h^XuzzH(!Z?L{s2W&wA^Z
zImku$<eq73O%RYV*Y(6fZ?l>w-df<OAy`g1kfRVW5R1yW35~E#@&#P3$g;$@4Ap9a
z_*0rBUkIp@%xq>_5s!70+>ICX#Wx@+(y5-X<C8znu;kl}3HFboH57StNX>gSLmOKO
z+T?^wdzz)-npY171|4mmTfR@Q{PjWM<&)^(O^d?~YWFM)Ha*9<!%*>(;d&Wj{e>o?
z`4hT%kXlu#KI=;%6T1dOMt$_2=B8SE^5|8o5d|d#P9k)TN#n72b|u0wOiBasRE>GF
zF>A);qb~-U!SsT1atMCcoPIse=bZusVd<FND2tC`z(e#CRqQo!fb6Sq3I6L6vx)mD
zAcMCj+_i(Vuac32P3-Uaz0=co3clyc%|@PZ$q18cJ-(17uIEPex)AC}{HH3nVqQ;}
z5Y4W;iElr(FFr@rWI!Y-W>Y0X!QSoAa!Xky$JhU{7e_dO%Ff0csIqsscQ|<s=>Pnr
zP8I^fO6c&NDlhPqo&RPCAlJKS#}!OoNpj;~6{I#jwNhAt5rKkUeKe!DW0J;7(?lyj
z`Aw{I4)349X`q5sw~}__I-H!VRK2vQPQz#&7CV}uDE8*oHX6f!iULHQ%+{d4-1(~&
zk4MPNdmB=O^6*@zPt3t+FF?<=fG>^OJ8@Dd$7r+-SL>5-Bi)VWPmK~$<Dy)t$nC9y
zw2Ov4euJgplYeDu9>7lGlG4(&m>xMe0}|fOFK~;`c%Yf+h7ol1Ca|3U<U!NQa^SWi
zBEtE(VM*$u?Y@m2I3i=LiJ$&{M5Fxl%$oZlAgu|Fzr1}>qpJdsO~nk*1x8(V@C=7D
zGUKlQhDjCuo02L!TH6OiVMFSus!ysE<cMuXc$5|M_KoGSe5*jm5|+h_PAu-%hO$2m
z7ttt;F?T226&IYx$#jc&zkhM%-oV$FRUm&aQJRelh2hgf7vlkC^*NtHOOofGFZh!f
zy?|Hj1r;6gIN=lsjZ7=>bK3?Ou0P78F#aQr8wsb;lp1)%bJl4l9QB#&7mxju6Pust
z!Ft3;7fDK`=bJp|G(R;UQTs~7&qCKS9k>qa==khpgqIYm`YmZP-9*lt4Mn2_yKZK(
zR}4yxsCz!`IZ6s{5!kjG`T~qF^YrpsY_P(Lh=^!^xf+?_`P)W9Z@iDSIkXEx>zog(
znEys^Zzt~5CilRX*F+j43qlHC@KWAkSp|x(*CcLzN3H9P;qigd?+J0OWCZ^mNP?+2
zTy!3}YV2cEp(NRo-!|(8E3cHlP@t8F=tT;ZiDAJzuqvlKw!m{IK%$gn4mu>4beJTm
zn_o&MP7CfPp%^>7aGMxn6R=ZpN3N)3B(>sLjgrjxvq4AKSn7Wq`|3x@a;c|(_+;Xp
z6AqkTlKy~#?b=F?(fdLfNxE9ZIO$h|Nsg-2R8D0m^wd02)9B)~JAV!y`+nj|iuH5d
zS`Zy_2?@VvaW#siTX1Qd0jMdO3fj4+I~d;boS$Gb(`H?wq_jFAci~qbJWd$-ANHyo
z(yWaW>2nVHY*?>&_>=Kues~eDH?%->v1U9o#7QydQy7fO_oXEAnEr8l&~)+x6hN)-
z$d)xEagyONF{Z#uVeef!JraK3BM;G;|75@J1euh$@WAjMV}i}Xul@x_pPFVR4zu|J
z_6VI9(-^<GQZ=IF{##m$I!|hBb`47|<Y3MHq9HS*@d_k#cDR(AcF>}7CFg5qgu(*r
z!-l`(3h(naElMxv{7~280RvuiT%!x$QgEuB{<e!}bL%^P^11-vAgcEnQ&zu}AdoW+
zWvB`rJ8>QGJ3u!r3cs}eJ4h(1iXGtA&$+vGEI;M@)XOwt(lx%tOjgLZ&p73EhWcqJ
zeGXYAmhbEmstS~*w${(CPvUBU2uGNu-Vrfzm}_z_^dgTHTF!<l9SN{4KqurG*Uf9V
zA{`G9EDcj;B(pFfJj6@RiHgeD;LYaZYp76u**_*0zRVU7K8nn+;I3RY?pj$0ZOK9K
zl2DL5Hfj-%W~PHOa-|KuAvccXmB{M(IJp)w3@K5;Atx`S-&%rk;5rAQ=1m7|8mA{0
z2DfglzFY1|u+5#{L8rmP!>C$$A)N^=+dNC<D>+9@VJmG373^KuAp+jOkgnF>m`-oQ
zQHsZaD7C|?Kj5e^G|L>ha`+v*iPVuPl^m14JM_LypUF|TRO!hrR$21vCi_MKL2oyx
zPJ2}^#BNZCgr6x9Lm@FXHrsW6!0i@k(rF7mke4_qPC7zQFPOvO2{s$DQ*dOnRFEWv
zIyZ(T_FWmLzkYK5pv^t{ECK72q;_XuO2MPsH`kFIR_Clg!NOGq7e5q;)fCzjtLoa4
z8($@a&?EHP0>j%4rsyA_JefGBz3XvhtQ0OT7eZ2vt?9{G=qxntC`;G5q)-1i0U9si
z!x7vMM^qFjFfTKvB$CS`j*z{8G9%KU$I7MN1u2k#cSXxbk^Jfuda-jg5Va08A2w_^
zEM97!igfZ`AoA_Gt#1Vr$Ni3o7EZ?pF>-_12%qpB3kaZgF>M^+*s|!`ocByw!A20T
zilX7+SRYyfAO;w)uS_yv;qaeCSzs3XkYP;tek9RfUt7!3G~+@(xp}M##)_%imT*UA
zhEr|@E{Kyu1=LUYI%AQY`h}L4GmA=scI0w$1<j1ED=JRpCVfkz>W2C$w=?iB;IMfp
zZSz6Xhp^#`E@I{hg-wy`D=Si`co@xNje=*#dx`mW+A*S(CL2cxKv4xF_PtfwQeA6-
zNN(t$id7<x+~KQ>F3uQ&^P1V!d@5xmiIbM{slMT`Vp2qB=5(9#&QDt_lN0hYH?q|J
z{ngsxt{#2o(Z?6@b$#8y@{q*9fG7QJYY1jn?0J>2oFOv>Z>gHCVcV@Gj8mH8;0J0r
zwlvOnF<E*EkI{KpJ*zW1N^;}Q>&$c62Y)|cUAdncM4J46pfgMROaZvg&+j0`N(L;6
zo>oy_bS~D;96ae*5>Z=pqh>56j#^CoA|U0o*;;qpouw|#QH`kTd)+yKGHdmhC1ZYR
zEvTc+PuWkWK!`JACJi-=gxhwO!XkTM<jn3Z^z8T)dyCBDNRK~~!_ZlaS*<go5ebp(
z=~Wbyp19KdF~8r=);zD`1zlI`H>=i7E)=<)HhYQW#_Gmbjh5yQG13w_G%`UcnMwaK
zfkL!MfnH1wT@0E@uSeU9;FFCbsUlsnLrr0*a+QBwo|WWirFc49N8$~CQTh|`OScuw
zpP3;bU!~<Hs}h>nR09mgDruEjllsAXw!Icltuu9@4^I8!ppYh70=WF><n`^2MJs3G
z-!4>*jULvQygplSyT*+>HFRC85SS4Ah>#4G!Nr!Ho!Jdcv;Tdw>xf)GHhQc}A6#yA
zoPGU<x%@px6|b?;R@9(bC``7XHw8x$=c_3>=ux*&_`d>7Lh`&7#Uy{Cj|$TXY^6W<
z{66!6sF=DFMqU6(=7sTo0Y#;Zpo`OUYEIG^7el%OF+?cL@StcK@G0hVCy!%kFuI(K
z9pnis&-hO=`4)IRFEs6H?&2jUdnNK@aAOwMPOn-9j(`nt2<S$S;^NVvv1N$|2_jK7
z%4iqO7*KJq0`5_GMU^?TB_2oFdgQbw&Q*%pJyOSByASyC^+Pb^$ruVlrbFidS9k&U
z!LoudnlF`N&=C=pfBK1Gv>Msq78}*3F#X*lH9a}+XRddWfQGE-^a6J~Ap5VU(&7{7
zd=lN+M{Q~TB!t{-zX?793x~ty1}5QU_SeWo2W4sJ5Tg#bCcSF1fEV<@r%R4HDPAn4
z-4UA~uY&djuSGjP?NJL2Xak!?S)!GxPtn2a+c`iD_vZNA`b#u^IC6j>XkZVY7QXH0
zJmKI}Qdwd^cl8zp8jsyT?wdWkN+%5fm1|DV`DKkQ@c~cu;0&n{zWGU(WI|C4_p50U
zN?c+jBe!jTdCz}<!`@OTg<HhkF*O}H&l88RkxHP`yYSKjqK=Vy$sNtxYQYW~bp)PY
zo(!--h=-7xVlgf;?&YrdBDr&G+)35ZFyht?5jDW3tchJ14xDC<SeLQ}B!5v#k!*Cd
zlNbzh7X6I)zS*I5WqaRyn0yu*&`VF4l*TXSBj3OYB4_IF*a-Qj^kRkWZRUv;d0}%w
zR1QcfV8F+W*KCC@Ft|&TP2v4q?EB0mS5yfW@K<u~DTLmu9b3fPc<>K@SkT#a(PbI~
zaUyD)CC<~$U&r?O-Tbp*lPkDnvIOZvKAn)f4x|2FdcpTZyx9&H>};wFH)ORGk#P}<
zZA~+<1s<=Kmyr&j7V$TP9JEh$UJq>?aZcU&Lgf-8*BQc0$(&_mAKyP6l$Yl1nzP6J
z`O8flCncqwCDY&kVLedsAu6JC-zBU%&#~o#*lW#=_#2bty%F~><WXT-^P2^S1zl;6
ziWd)MG5^f1{Ld%{9(4<6c%c8pCN5@iQ@BdiKf>A_PE5y4)0Oa2XI!3dayR&w>Ndc+
z4&1uiyLyx(SE5OKFt7ipJBBD?Fn5&!`a(%{b{BU+(&Xmbq+w!Kj`&N#2Npwg?T#1V
zVS0$pj!Rdm5`*jY&a<!Jh)`zL><!TPu&zltZ1NK;ln*b?*)5_Ii!#7xP%a^EF@|E6
zxi)3sfz!7<-R;&&tXKU90Vb5#=0GDuq!Y%t^i_G*1-I)|s8k81^UoKT(dtQ-_2$rZ
zTM-nTAbti2(F498A$bhMrrUFs;>j#NkAGt-`P0@IBrcwijV(t{Ux_1&NpI1=H9&1+
z>ofw?SmwPA&upETIjVNZ!}_{DddRyYE-OKWIN+B}dO!WAb__-2!;U4<4>>HoH4rqg
zQxNyZ0cVPv28{=+-Su-)zw1*ahhxbWt#7BK@vpQ8Q39m`a1l>bltl|{)`YnApxiNl
zhrAg|3pW-PhTgAvfyT$>+naV8Uk@Y%(i*!~8UEuV3XH5l)L-0B#}yrwAv&K=#(CjX
zA|ONL(a=kVk!woDDrd&c=Zn*2ckuz*Q}r*VBk!}81ZPqq;tJ+xeh^XiJZPQw$xBV_
zC@An>ENU1(4d$ZG9%796aUb-Z?>)Pykn!yd9<`^b^>RT#n$?Y7^S7Pv)nGPTH_HS(
z&$9J|-*8TT=F7xT*&OrCPSv3?v`OiSP+_f==Wi>aAy>x?YbMHR2Zt-sh@lve=eQ#{
z+7u(C*L7k^XtAQgP~V8(;J^uz=A4guoY<Vs(3)oYK(KZEh}pQzRgfb;4TuJ8MF@f}
z=rGtWjtXL*naE{tFD;PrltVjii>lm5UCGJh7oq}C`M`vsjk!>vY8+7TcM`1oENu@9
zAI;hMl5vCjBA@cHKR98Iz0lx#8(_XY$p#2l^mE{^zINGg025y3{9orwk!(n<wred~
zN;>fVFM;Xsy1z=S@(w}3<FG$jVCJx1_}DD}`ub|U{>Mit#DMkxLE0m;$WR9EsRHB@
zE|S$tnR%*XVF1FJw6a4f=JW$<y@gr9zunA~QEt*mQo^X$#&*^BiV#D8QCgwOSkfPZ
zv2-TXvyRSE4qf<Ka^9mqwY{IUJl(I4I|1)1w#k55i~so`1%*jVhBq^eYXAFJz_0&(
zZb*<hFhK?wImSw;bMzFx|F$$*3~;2}bny1|1jH3|@Q}?r(reff{}Fj%%k`dKx2~TT
zRX%-#frSYtWodvGQDsC;&G=KdU(>XPURO3*K(64S&6to{$QO3ewqlO9J?L)k^i`*C
z{|XYe%Mx7CM8xtNltOY2;ZdpS`O)??(;7@Z`Zq;!XQ91c1I(C#^Ag9;yYA2oz;|0}
zvC%==uP4SAt|Af3Lcj^33vbXxP3%Atpgcy7Y%zDX0Pk)pxHd;K1j-|7Tw?#fAgto5
zVsV?<+U+u?-+u-OCpWFeUi<PxPVzwf!+^bHkmdL0p<1rqb++0jB`3F={dSlg9u>9C
z^nS%;W?7y<`9D5s;tbg-&>MNw7+%`rB9TKICk-L<5~}5>9M)T=U6zU_d@KLcEykUo
za<YByZp}Zu6AF+^_-Q!uv1Lf1B+Smg(+c0)jKPqz0EKEnFviBwTX11*m)nx4`l?^x
z6;-P<BtMXi@HGsH3@?v(jQuP2px4cF#GszwOWLm6?Gjp_QO%U+0s7n?BJsw0YNHKb
zYwuLlq$zmUe%}5pH;)yrdFkl@5B7sCIxa<&Yq{wrMA`Qk>eyC~82X`!zNu;dgKH8M
z>M65b(jO&<yg%6KP3OynlX*Otk82jpSA39x!RI_2k)smB;$uI~TGSO@*Ngy@)L0sd
z8z~vNjXZtiz3sC^Rm4G{tYbEH`cs%wkwaQVeY@9}seLj_2mTtmWZ6e`-LR-6BP<I(
zUzlt<{V=LHe@!}xiXX&kG+*;65HySneorDqsr>)4C!QyGjf=z|&_2Z($Ii-%E}iqU
zqsK343dAso2+{5V{ySz}&%*+43ge#ORHQHbdXk&UUrTvzu2mJ;aZyvPGr~&|TU31%
znDA$!*N=PV)_7M4$~v&-843>tf2WX>c#6u*yVuvm<u#hANZ>~3HWMQcv1<jze2Ix6
z^p?kp85bP4IdA#9Um+I`^R!^Ol}klo-NA@-?t6~3@WdcWDRI4#oJIJf_X%H~X9NUb
zQuBnZ2rV71&G{BBAiuE)vNNb|jA$e?v%f`hd~LXo(9#v$dNN_Pb=a%pJ>W;7K8lq7
z8e8WC5k!fEwZ;`%(vW=A1ai6+#E>D>6nUH5r50Cb8)E1A$qiS-p(|nERz0UDl3nA!
zkef&xr*CJGcYnj}FBPFtwJJ2T=5G{COB?tzte>$lifObf1ycdw66%_5B|de5joVn4
z@M((X|BP+*+}wyJ2|io|_0Gu3yrQo<m0|=~(fl@B=PKxZf@&2xzdkq?N}S`0y!}$g
zgAb{E8&Xk^Lie<>p&CP1ilY~Qr8bS(DHY+)M(0~n%n>whjE-Sf|J3zg;3d!l$p>+O
z*zi>cBNGu#+#b&lO-u|J)@(Sh5x#yw+XE4F&PUB3VY@7@8`W*Qt=Vom)1kJ|E9ZwQ
zzaGb0DBmZ3@4)EVA6QutTW_GuXo$}6+<!TcgU*cx%brV@gGM##M-Mjw<cIHKxBwiB
z&`n{bw+60yC}aL2x`%UJMyOyL!xP{O_3g+ZxPti0$@}K=4ZCX&hq?QKUA9OC5ucyp
z#q;4eZ&ct=cNbGR%q(euGGxe6b75=08k0`}+_=yx`X;M0@=+YFL~G7qH09~)#r>zs
ztjVDNY`1mV#GK>i*tU8rbn(+G3Xt7ODgc!mb@gvTL$VaWZU=%}kKI0;aFj>SPZgLV
zw|PSStxmxZbGD#y!%qOD1PePT-7<m#MTP#J0=Ju06$u=gmj$wV{0@Lk)1ItCe9HfY
z{(Dl6(awbyo8^bY?H#lGDKv1&<a(OZMLMidiwgann+hr*(U03@))Hy7+RBys&}UKu
zdrp4u9*D_uE*<`H4?2tD4A+bm1_a#Roq~{2DMgD*dY|0jqj`|y=6zVigiK#7vdi&E
z7!0cg<+q;sfB)i=lO+@tQ3gOnR00Coz`*TTJD+2%jBg(C+XJ9F-`A&9e5;hNPN<y&
zUS7IK;pqO$txC~>$|OW8zt>)L3YFI8g<aTy5J%w?$CFh$^S`Dox3IlN+MBfB`W>mH
zznkHZ#%sQyG)9F6pZ=!6u4!<)*>G#AX>v2NJ4gH`!6=e$&x%2UT+=}#2zoyv9#gp;
zL}zjJeZ(Q{Z%zT!povST<|k-yL~xTnH=8;a&Ovrd7QzKVWnW;MhWuvDf`$7ru_DxB
zzO|;0+FMbRp_OexRVgkcm`QNl!&U=HpEPPo@F+V}e${Z^<&H|}IzM0oj;5+1IXu3y
zVq^BtFtX=@A_VaYB(hVZ@+xpZ9-q9l&;sX0MoV`k$x*GxDsHm)!@|S)8C*u0A6E%K
zoE}zlp~{)qOM9G17|icdfKbfAXtrSq(MX6EKB=r5vQ8CS<FQ*z2RS2kGAyj^L#gcp
z;Y`Rabp*USPEA04k#YJAsF?I}1SC#LqO@Y!N!aEv>4~UY@i{Vq&4KXrr#|)g6@|}+
ze1&+YDYo@_Q6N&EZI*b|9q8+k>&D9bYezI7-NOBNeZTnBG%@Bm?vnBhg4rL$L`Sc7
zK2&P7S?>Rs+^?jB8c2L`HNx~mMMccilrsBq)GRzaWp#M&^2<KJ8utv>;;AFQ5T2)m
zC=-?u82sAG(TbzR2natKEPY4mlu3*f;K|{^1&o^4hB5frMt$2u*oanIXWU%J8SGyk
z8m$HhX_7q|52Jtrz-JCqNV34|CA@3}uGE4rXGjlhMK49t1=k<Y<Le4^fgAW{8!pl{
zhX80D>pA+R0Cj7X*ZzGk{P$X=QZcT!C48`bwCzbA_*c${v`MXkalbgY<A74<c7u)S
z?Rx~$-P+1R<C1M$Zj{+&sgLti=7FMZKyT2EU}Q`i993@b;QLbO`^%F1(n>8yp;Kq{
zsYCbURV}W9Wb;Umr#?)%1W&uuL@aY&Pr_8`2u6y4KXlQ8zme(ROIX;Z5_s2)FP8}F
zPx!(&?vUe>#YBZ{iI0{RLMuA(f;T(aQ#C`F=|aNGmEm!Q&}`pNaO<a)JR<I9)B-uP
zq=S;`w<z)}b%KS<`VDGp&+$6@x9#gLx=54w6<Ns6-M;N@HBgSurdG%DdEL=hb-wWs
zd0&9#Qr8*{AZGd8X{c7|^351!uzX<aW~>Am$>-U)w-PenPK^>?LYBm<#`f7bmG^s=
zc#dR11C!B0f@m1KnQvU#TQ7|UQBn$I9=yN<;lnSvU-y{=1KNe1BxwWJPjfma#&^>Q
zKh-)JQLATzT&XdH(C{$gS-wu^5Zj)@lA2BCY}i)2-A;RMkXOD5efpV71LPvbxI<#T
z1IX$;l{O<&B(oLPF+yAUD~-X){ZlbR=idf2c4|l*`2>t)mn|AQ*aCQ)pI{=w@JrNu
zOOkwPz;>Z0amX^LL|wUYG_9##`AQ-Gy!qY&HCHlNa5%zM(UUExo7veP@A4GD*C17?
zD=;iFLNAHeh|?^Wc+#&V<_vBB(&IJ!ZBnL_b{PA@bxc|;8Qn{bhMqq;9eCIl+^Rud
z#c|=vBvb{({`K*~&}nVlZ|hz{;3j^r@D43T65VEj{{_A3tpa*BH#+Xuw#PWvcYwtK
z#>U1MH!}*?I|&M?Se(o=yNjeB_>Gmh1z_&$hlD*R>oN03DN4YjM^On8;@uWwx<~VE
z!kUQ|9RB<Fb}rVCBSKkNR2+5c5vO;j=<{i0;6!E^7O^6_MOEegs-GX=DkvyfLUMB}
zk_3vC#^%ZW6iLPhX%`jTD`R}=E(ZoAV04`q?XQ@$D$El<LFL18OHt5;>!fiSFz<Ze
z0bkgvKAzbUtH<KFsR;XH?ydVLASlKq%W(psni0fNuH&Q5>t(O8+I&K&?aCQ=J}xKl
zX@^$q`;KKELO`~nXT4(RhJs5l=Ha9l7F57Ur}t+sHGw#8iygiW_J`Fr=!)4tiZKNg
zvGJ%)#$W(;lhsNKT|e$ynvVF-6XoSMGv6%cU``rbfhVn1QWTT(6IBN;OW;P?Bm1|&
z6V`4*fx4A!Y`_lm*Di!}Ed7n~^CsM7dpcN)c;o^F<D|D8o%~x_8O5_}?^?F&l+)8A
z!sD>sC=z%*bdEW%1mxMrKEciiIIPk|?N$dR(|i6fD_JYrsxjuvyAqN{WwO3fSK-qi
zJwKzDt@Ao7Ljsmeq49W;Uwd+eDpgSv)5T?dp%u9;wi|CVKv=|9*{Pg=p5X9<T&H2{
z+%HBZHtOK9K#ROy;&KXcRw|-QLlW8X;XIU%<I8z1(4zoljOZXkcA2B>11toBw3NZi
z?D=_xi6Pc6wn!`ukq>~zE~e1&#XNUEe8OO0Nf~r-9jF~cN}0F@H~)3jyzBIeBr39N
zdJWVu@pGPT1C88W$8Fp#>@PwprEnOBG)NTr0#WmODTeX6dJr=+CAH@+Eg*wTdftGK
zVW<Se=%aXEWz$lS8d)OXed8F2wYLGxXq>AiN)=i_;M;auKsj;!6$d>{v=rzZYS$|U
zRKdJV;JM$-H$W5B@w`5K<DZVY`be&@@`T2X4tS7{F08mjX@>Q50izTj?)~1~fTag&
zRl1p#HLL7E9r3$(ezj)sObhTui%Qz7GZ}!EZc2_#NRC(sM5<}6<o6Daf!^h!7z4S2
zNsDujqSR*uMf4iCyU)3mE({Ai&%%vmc|W^;ff;#j1uwUcH^Id&Z*Emoy{84t>E_OC
zxnCVK<<5qRF9Vo_UB7>Btxxcl-MeyGhdy5#s<pS7q^-(*cFO6;LS(L_pBw=};y#dZ
z1+<t;F&Rnq4&&KQW-TW;9~G<t`lB@11a65JLbu5*xDs?9PmZ}KQ+fnB_Y*>ITfg7D
z^ALE<`Bd9ZUJfbNT+kI<(AGc}3_qyxuTkOO&P-F@+^;nwrAlSO!2OM8A(#`tZGJ9(
z;~6(%l8=rN+fngFF4%U(8A1`=;SLe<S|^haBB#n=7KxowQY;x2q)gef?>N)Sxe-)0
zAxq)Vlcq7k+2n#S>0O^z2{(V)>Z5KQkRG%WEko^H={(Iy_QT-M7@0x8*|6~4Xew)0
zhDM3<@OUP#2awWI|Kt70hU9ScVc~2=Wk2vD67ZmGm7-%A=&R^bmR+&XNXiKFFXgl5
z`dEew5=52`yQJBhoX`WQNO%qx=qsIL%?ov5-dF4y)bMcyDoOzeIqRKYj2YL5;5+w^
z9{2Bm#I@wmfEugdcTI7_oX4~dJXyD0obu=jNp#1p`HF6%8id`2JJOYDSnX2f-!hR%
zdkdvTg?Ap~=!9jNjaM`3xDcz&vr{Mm;;>QyH+9QVt?}Uun#>GzL<xKnkl9FD*9hLO
zbi_gl8RBZYQ1~Jo8Z{vv<mFo2oAX$ZV9ARCK7WNz(=ir2KgS*30*qTCT$hgjJ~K)b
zET6?f@I)MEQVePudsdu4sVi*Vv}al16Csk);l+KGTqGIkhv9{LbP%pMfncUUWb+*3
zPmS7S${qIzNBKfn1kuzde|#x3OIX}(>qG`-hzf6PO-*j|iu%h)eOm7GwFM!JlNlw2
zaa&uP$MqQJ$B%`rt!ZB*#<%NH){~VMw2Hg6#tgh@AXY699{Bg4+MEB7b>5LD+Wt{m
zv4v&NF`hi!q{S>c1CzeUrL;5$CQ2$YFS=qTkxt2(1mH>*wyHiIrvcD41ifDh!!Z{#
zA6g08ai(y$n@x{VFqhi#!EbHb(u3VGF_7xd9k_!=gwdHmmI#nPZhrb4Wbq|tJZl*i
z*@Tv2Nnd8wU3uzW7dZHX8@HxQbmNdttVYSZ3E%5~1sp|j@j`gypg?(uG7e`qUdjXd
z7~pAXp=EV}l~=qjEXjSMc9BN6<YuNzHW(aEndRb<|2L`Wi<v4d1?WzK+}&*|=wj{i
z3g)72`VVe05(0O=tiJEP+p@5U_&{{Z#~b}=Av{OYPVnI<7or3{QtPEqPOWmr?Tl2C
zBA@Sjq-VUC^-RFP=H6d7-M%?1amEDwNxC?i9rB7{D!`p+Z637n8+&8{1*c-8Vb*3p
z%@%PvY(Xk2Dt>!=*#6iRVr(`sCcTvYamsV=x7c}(@FYhiB}`_w6Gn<#)kmiC%(xsc
zAPd2q?DblN$J1`<s8@A`4;xWY6ZT`+r(S_^7hKQKhgAqWZJL^GB8_wiOF6<7@T9B>
zvGUg}o8B#-R62YDe{@y|lEz&C?3&U^<t*hnlnY&!n1vD+ypn&Wy885pKxCo+v(`~*
zt~h9T3>rWNF?svg&5jUX)D0|1m8qR+4b_;4=G$CoWp4rfF|KlW1|ELVPz)nKkL93-
zgAGhpdX(q+bIIeQt!QU<c_szm38&vY+aqeWTrIz*EPGx)LyAiMomn_WyYPH{fVzM|
z{U(nT=oc7bDb1ah^P;Wu3rsE_@m!E-;nbYe#aKW)l9AD}yM%ux1Yj0_>|TLp6B%P~
zNTrGIp3#toa4bU$^*;wkd%ZmC&`i$&koSD3;Fo5W<q=w2TkCP%7X~~`!*-xQ>Hdd~
zOKRk6;;-|n{FWSc<L7P)k6*S-Io4h<k5P_i9&AUx!Z&a!T5VzUwP_9r!Ht3cDEg5T
zvW1*|d7knYa9&ULd!UNndR6Y;HyA!~wAW`AAjQ}y9uQ*Z-v+^oW@m@LSZ~djr`#Mz
z1o}HkF7WWQIym31?)8%VD4V3{gX%l&Kn9|o4fRCac+Q`{no=eJTSB|#peToxC*lI=
zZk-8v;rvM$aDAlNSTYH-`&j8s)zA$G$MNsEa*6Ft=GzvQydnmrN#0vd(ca3%I{hp1
zco$IT_{{sZueKea{wS1ai%$=0qpC5%vMt6+g1g#r?AvFZZG3mWH)TAZ+$Ma^)Y1_V
zq%RAD{pYL*&8EnygL7j}hH#L3Yo2>Ua_V0cRG6T~_1gIyD_MZvQ618CY;&Vy18d7!
z*q2b_fCJ=h&os>^!hp-Mx8>Ndszvt08>3`xVOulL@qTBfy;D&Fo^V`|gOW6O!Ez+9
zk1asODmgDDWGmnqA$ugK<WJ(;5~l3DmI!PtpvT2&42kYT(bp=Y)ZI6+&oc??xY(S$
z?Ug-r_$Ki;ry(%e5IN~(&xjqjg<WuGn4@k>Eo!nb(6HnZZ=4W(iCBpI^L;<Yzd9NT
z6I4PP%}Q%+hv^c*FQ5ww&s&Ej9h{X`;;5i3C4SBlUxu#YoYEx>j~rmsk~9{AzMF$a
zhRm17;1Bb!sKN0+zzD$}K&i_tVw!P0U{fjx>{j3l80LCg51ZKSUz!bQsX+j;8{t7f
z7f)YoQZQ+^<bKF;^Jj=LLV%f4bvXaahs>Nf?Wp*ATDZ_~pH}0FwBhiq9~dc^qlf^v
z^7~f(;M}qUGr~ELR2QB5@v5ypt1X6~KmPRn0_B_PXNCdBX^%=wg9H3IQ9MaH8gdU8
zFvowhE0}vv-%w2*|JT5%OqKk`k0yagShV%mK^~tw$SU}N1^f2bugV<jXJ~1TsxEAU
zl!%;ltY%rD)P}ZNvbzK;>yEI~=3aw`XvV=Q#VR<lndXk}!o{{M_u}cjLNS&ljQ(r+
zcF|W9sGHkF`tVwR&Kp=}_bEhCVJXOD(DZ;6<Hc9IgYqPEHK5o=ZQUlxnI)PwMXyXI
zQi5Bqo8$Ye3zUowafM)dyy(dhM)T8HJw8`J8B=VOrKAF>%ZR4(%*8$TqEqkmtoZSp
zG_qJO=5DNVEo_8n;KbqIC3imk35o===B~K~aKW3a0&FbfRag3X|J1bX&ghNngj;>)
z%aLmdAGv!#)NpBNxDR%&POwtOu2W(*EijZ+fOY+M)xyWt?iL7yMn4@SY*V|p!pn``
zIM1-nb58lZ(Cb!Zhj$lzVcE4ggO^W0XamB<?3cpqV>bM4O)rEcNIV$s|6feUPQCjG
zs}YK@iQ9tDA)*m2`4aI_e&ql5_ra7(acrcFTuY`50cG1@4}ONZg)5U$UL`BfTaO|P
ziO@{{Ko|zdI;(fsau+O1e-vfMqlG?BKX@RlQ<0bamQ$%2qh;;IRucynRo)K&)8f)8
z_qT1OuD`bGXFKmxHNZv;ACca<^z$U_!}e_k3k$4M$J2_X#Q^L_5sQotymJ3)0-Tx-
zorPicqgZ?`KzmvSgVQDID4N(j!R;uPxq-V;*2y_mcKIC_s4c$rwA;(T)LiCd!?GV<
zQ4y7N4+8R2C@rb^zbX+tvVB2#TH7u!wph8Mfg4Hsc8FZeqD)$m%x3DNz_t2M=iI>N
zxE~0wb%nXYcd7~fUHgYsKj;V=y#M@tKvaKJnv9ee!$x?t`MmSq5#rV>X3NPVmUf4J
zK|{7XvfZNP5+GZMBhi$`mKcXfb_6r9W82Q3$=U!?`yBqI%8B~uxPE~Oe^up>UC4kg
zPWqsA7V_^_*j&8suP}~be*kP={Lj-|5X1KgnD|bb5a0YQ`KR2-B$aHrx=rOcnL(kr
z`e0}(tL**G*8Ovf^Cs=?GhNAoo|K4>)8Jj87`OGBuJGa=0=+hiQw7OBsxJuC)qnR}
zENPx2*QZESSk#kr>hVx?zaTF<y4`FWKdQwY?8?jM<nhk#uzfC)e{S%{`xR<yam{{u
zfK0<pb|>4;_wRumGzORwUc5k1uC7Rc*pk=N-uXTx<v`@Of#g>VlEd-tIV-nG*4Yvn
z(nQocPpGH*UyAoG>GbvZ05#$xc5i@T&bQG4QQBI{p-_6pEVOxAtZ4-t+#8KbQ@B`N
z7K1BYAT2sAmWStJBiB_Bd;;D`AT!nXn-!Nk*s;&@Br1b6FFR<14VL9&Jv0!$`(OO@
zOCWuu!T$^C{h%U<a80)XC}==S3!49en8wbxTChGH*8x;-U(I!<0V9^Y7!Zleb0N*T
zGSF#(SVyq`CC;i->}2V4dDpK1UXmZf63&V<L3)3uSpCf=LxI3OWdd^3*UVA5kqFIL
zma|80to^vJKd9)9dq#0gJsmA<t@FIsnQ0M~9XC%Xf>EN;QRBC$S5<`<V-V0Qv|@xk
z-s>}N)d}Ed8z%LZNA*R#219@tA95nAb(~8RR(GmtrH;R-;?4%>-oE3CMLIf?>g`d?
zaJt|2A228Icik4`SLU!luYir~?UPd^S3;+|pOn_@2k~J()`{Y;_RIfhoR3h&;sQo)
z>xuZV22m2FCDj{Jg4sh7Y*ks}oO%~|1!s77zvwbO0aN;2t+D5=G|?eXPRHD3Uqx)H
z0Q}v}+iDLpys#iB9WXC(l536Zy|C0O%+CpESIn$90Gtl}xzi>;fdUoKI2^^6oGpef
z`b(VPQ6UL6HPKsb;8wl7{*Tv}u46JsMMj4**z+UzZIVb*+qPql8Y`meY0onr-6FgQ
zWgY`H=uaiefx-oUQ_$s<#lc(6w{2(;ltQfK0j_fvQyq)IYL+4w$1*7}ICYhve8MZf
z8^_u#enUKe*kDbq1FRB9<*?P@JioF8SnHG#tn<H8oBpLWyjmTM93&3P@IlEmHJ!1&
zv{=5^XR-{hJk%1|VG+M)e2b8#eYrLA-W+14^oNE7H|l0A;Kh$;{n4iltZRF3wDok%
zgw|2|26SebnSDluDb6L0(Cai+%4`K1mTfT1zOH}S$t@*~&bQGD<2Tt-Jm$?Ls{~_}
z^FrKm^O^*BevQ+0FfKEo?$otGs41BJW^Y`L%F6>foWmN{gXYhKNfUp6mk!F+#W5fz
z<wbV+N7YA`3Z_M8<;B!cMbyo`Lm97G`}1e5ircLl-!v+t#Wl~(VV=Z{8LG_wr{~UB
zS|B0Y4dggA;&`=xbJVKa1oQTY@|M!DNu$T%624r8O-g{)^2tYEfZQo?B+n8h9okkh
zO3QNrB!Wo9C9ijGUs)_mX|$UrJnU-y+gS^y<nYI_AO8&S6!!Kifoia94YydS5JP4v
z*=~uJyKjTrr;S=WkEoabQsf0j4YVq&t2bJY`iKy~Zb>e-8p!Y9D?oMa!{w7gk~KEL
zX#qAP2_KG*G$|0gLJz%ME?*ng_kpv)D7svPC}9F}3zCc)%sGM0m*Xg)KI!eVpa*=$
zS%)cOer-(p!ZhmfEL&(soxUlvzD2XX<D0E(=(SEI28nD`5Hnq3_=&QzBI_}<16t=Y
z&<3b5>GKEklaCVpqeAkkis$$9#VB~)ju=3uJKe0HMyT^cs1VSW1A1?Orc>+ZX8{rx
z3fEB|F`-@)7yZMNqT3slR!iJVuGNQEQgC7w>I;uocb%*aC&Cv2KVk3jlc<}oGcx~G
z)KRE7(l6l2rBzU`mUgr3q1F=&gM}XeqY10d+~O@o<*+VbezRM7UEI%x6&NG%LZ+!J
zy~{#c_XB(k=4x6IcTab}qvR{rIEw$>$XNSz<~r#El<K!XSuRA31WtN@K<D$0qTK;O
z4evSaI-ViY)$w=VdD>$KeLRc*MHj4#DO7nAg8F7@QaKo~w6m8*_G_GO^kD02R1Vla
zn#v7@mYOH<j`1&-@Y&Az{pa@tF))Po^0Z>hRM0#@x@~AOM!&xU-OxDotY}auAg@8p
z;bKyk8Q9!p`ix0tvp_(S)?W8P&mJM5hV-)MgP|*$W0wPxy>|p%|CT|3!#DeR#MI|j
z99=Bt)tEDrJzA7}p!)Ruo&3Pwp6W%HNC)f4f?G4X1E|Zu%@v{ZOX?<9b_v=`z0Tv6
zuagAP>3-CMq|Iam)0u}rsRTW5YVe~e97cfiLko2h%m10*(85P;SthRsKU5a25N>ka
zXb1>L)s5~H!y3p`<GxPBCci78oSf9c^}ipm^<Zi&(hUB(&-Odh=8}*-^=ZFU=<MCL
zPpI=HS>}I#NYMr6QcMG2XD*Z^Eb#Nl_whRA#LJ7N(;IvN0{Wv!oepq0L-3e0l#(xe
zufUNFVl=-mkc*KhAzJ1iTACAE?n-F>TmdA)@)LkSQ;6-&uaK#66aaDqr`3H_6>wQo
zK{f<UC_x|j3TTKB&HrWV2dd_C6=eQ8=OHvLMhyQZB_%<2iP5Z$4S%WOZ5d;;t&3jb
zr2EPV1gs4)P2-;r`e}AMpYi22*SN#iPy166q`IF}X82Zkw`#c_HUKf-#wE7Rgqtpl
zE_3!;Oeh}^Cjn_L1(zofG=fH^{$8Z;8+ZE~EURA%maywY7T<w$!gWLtpheihBc`-C
z-ojeVSERBEyOIY{IuTd7`cWi?DQs6Gsl8aa;6`#*<XB6<;El|o;IQ+p#Q*~jERJ!c
zam>3GIk9VX@Q5%DN)wY~fGHT=d)wEEUJS+rL9S~LMSA+D><KB!-Fff(WP<}O2H1z+
zW7`WLb*?&Gs8i&%eO_-exPmrtI*UinZ@1cM0GHJM4)G_Wbr?R1^Ux)=ElML0xSKD*
z^&HoMRunB%if?zon2N$&!L(_=#lLLhW9xAG0`x1uW+sgeH0H9c`0}B=_@3CTrr<4q
z<*eUqSOWY<G{Zm|h@%B+&$454?{_ZL)L%CU+~KxNXK#X8M;(}Tfd1*)9=a!D1|Fgh
z4ctt&lq_CXBL^|#wm?!Hf;h*Wy&nqAYKAux2!J`>4E#44C7aw~YPMhB;=BNejICnX
z5yO(w@!x)7=AKz5<sLox58groq4|lE7Z%&5u+G<}iMo9AsSd*F=4KsR`D`wQz5r>&
za{+mUd;4B-%7mI+a~hLn2;T+^oP;)aAh-ayq~P)pE({O&Jt5|RH5mRg9|)TH@*EWl
zR0@Z9(HM8wGPQNqL}lS+Vxy4)$x~fnBYa*HBYr@Hz_9uO_p0)bIFg!-ESyO<NSn20
zFll|e59s{bHtlsqHz;E}67jaiX#Kl?azOC=_Ag9^NY=p9tSHdOCx*fO;`a3lzl&+|
z#TIHj%XbHtJr!gNvpB!+Y-C|MFuf33(6XIWsmTI=7y)#J7>vpa<q*A9uA1Uu`Q2d#
z4#;>eS~@$>dUL>?`O=*Q2<~t>UJ8@Kon@v#0Yea!o;|t8-~9J2EgeX3v{V&%#D2eT
zsX&)j5yuTlE^CBZrrFL?i2xP2L_iyuqOu#{=ZTW&dlaYa)tQ>cs)BB_&PEkPX+Sx^
zhgB=^vWfIK1@c9|Qdd>QJnwwxM@FuVi;Dy7P#|zYLFjc-14G0MR1BnC>Z`GdSG;6-
zJ+aEz>%}U+!1&L=#ux*+FF<<Jvn1xqCs7%{IRES@I`$OqsutiKvLCQlL-nhrZpE@S
zUhSZzL3IsZZ==NjBz|XI=qc`!L3Xr}<2IreHDOhB(L0}aIb8Yq-08B96tJ|h(rC(a
zo17_t8MECGq1=Sg#bnvls<k^8OXyM;{*6#6-wI&*g0Lji>?Q~17R_)~7S?1%CMkQF
z-8)jp(Xfzxe92jGq>htOnhZ%$OW53F&>1zPpWlpt$Y5;AFJt~%C>L3B#su!kl;1#N
z-^|WjjiCbCNEH@ku>^ZMJ~k#EL=#C0jDqM{SqR{#$P$}4hlE*J2EWrj1EV{8OE+xv
z9}H}#@#B~YSl=$#d`)mx(SZns?aHDR!NcO-Gz!m^9LSNzCs+;mb{^I!+bVfxd+Fhg
z|8Q3ZqzWW;ljMeqh%y~XRy%YTf!Q{rFeJ}ipNTGp>8c=!5{8ULB|h^wJG;3h#KsCL
zC?FBNKMXuJ`8{*O!opHIpL`6J;5wE6^BUq;bmk55iRdxP%>5(}X}k^g8Aw*rB0{Ep
z&EQpu_7k1YUuZti*FB9dhqq?X`LK46;m5juNZ^3eKs@4L&!AEL`|;|#r>o;1bIv1r
z%Uc9==6-wfdkfwPtbvOG!Z8)+iQ9F&dmSQOl8{x&Ycnc6nXQ<6C@uDuA)?zT=#3&M
zTJz@J9NqprJg8n1pDJ^l@#M7GESBf;A|p1sAFq3FmTH<@Ke~YQ>hPO}0s#vO;L$tk
zM+?RNV!*O4wF=($?5ram-1Rb1(&U<(ZO~_}-pJhWvLZAyH;LjDonHz&-BVis#wmT&
zfSg{2ZN4MUB2p!lgGyI$r$Fb3+{hXLXXI~iXvl4~d5@jyK1Qaz<5JgZ-@d3~T5Izh
z0&illp{^l=SGUh8+t*ap60dud-br|nkjvh`Y2EiZ=GphYZJmOXGr1_s({lEd5cC;j
zwxHQ#T36$7Z3=W=5@6O|f9hOUaB*R0$8hn!XcPHl?brG%`OnR!2i*?6DP1B)Q3=;~
zDU&{n6ITiQbR|Y314kB_nI9TyNy19<Jc=F`9}F)dI>QazmjkeCW@l#s_kLOftyT>&
zYkz_68EoNdQDTsWkoQ#V=J}9IJ)+I-Q;V*|Fhu$}To`!vs?hlm>q9vQV5>}(CFRJq
z@NU0G0N59tyD_tai^t3U9tpZBA~*a1>+(6+e<4wDb_*Zc%PS6X0a*+szjpE$SP8n0
z^taG*^q;9E)X``PTG#5Q+Ha4xFN91b>1uJ!rkAJB@ORtRb}%S){ejw~XAZ`ge{E`h
zbUuIC>lY+Z2V_S$$|;o5f1H8?0eQsXz2%zHy?m0%CA{Co#?ljk$taC)z-mQu*>Z>s
z;xF1fzNrvZgt-Nc82$q9^9nW9=7s?^U+X4B_aC@PjQ#HFvUBE-6-$)q_5Nfq`5elS
zQ&DZ(b0I^5b?AbCfe(FHdOOE@?>r$Pd2YBk402!_z`9QHvJQchuro8?yZ2W_(6Y!O
z*>TP761CqeS9taBuL%+Y4Fm<2Z!XKItGX|Im@hh}+B%d+%e*ZM)BSx(9MA+kxvHdb
zv29<YcFVBp495VSdf*HZ!}Jc@`k>%!?3!3udI(%;4&=0nDK<;sLp|myS_0{%irVc%
zY`DwF8JY!_ALvh<U>E`F@?%<0o&e46iCQAOP&u>;p<j9dKK2xoS*~^{c7eoCX2E>K
zLVYrdNYd^Q%3gjtQS&&ARb6vev<6XfA!yy1>J%4IZ2R$m3|B?;OZJ<MjwP_%aM1$6
z7E%a}mEQhB?CRf#xPp-QsSyumEqK4FBc1<f1=aQZq*YZI-X7`KxkP>ekKRu&=5|i)
zIuop{mL<vi%>`0Hs!C}RiWh)Ztw>9e=?98?7!pzcrhRN;qL`f>lfc_0=<w{!6aX#2
zT6zBamI<(cwi2^!pQL16Pm58b5VG29plAKzASk=Y%shh6ZwP!2y-NSx3Ii}CYq3nO
zIM<)Qp)lXS34bL7!ty7aMx|B;06w&`QW$hC5Ry^0#Z_#vaOOG1XAltU3)r63EkRmj
zvJ&D+Z^Eea&|;QJW`f^$KwwTsS$x|gboDdB(oIfokCs_@G2<PGjz`jM8UGtHLL3*X
z-b!er^zt*tj-#5r$*}c1L@p304P0m_i?iBO#WMot=H!)ONdV13p{m*<eX5R`p@Z$R
zKQ(B~(TvV{I`Yn^5rBReQPPCkg93@kUeOo<#$+_FYXm?(T=5BThBoqL><?Vwu30iX
zKG}Xs4+{#>A39Eo<p+%0kDfdaOfMN;mWt5X&oXgxlOVTN`xNVslI>1ldqt!^7C$hz
z-Uu2v-Mx7(;(lm@m0blR(rAz$>mQJz_GnKjZ0y(20jjyjo}B2NDqz!^n3%k*0`r?D
z_@7U72<S4%csmcy*)O-x|BMb@T{maieqzDO-^91yaC(%KjNU%?yAX?KMLoZi6hV0f
z-<vzrS7VqLG)K&0WHzN<XD9GcIw{7giD_i~V3m(=Mj3n_VA*zDRUANUb4&}uqv4pN
zT$ptrxYwFRi@UZFjLy#c7Hi>ic|QI4#%AX;a;*d71qmXQ*ho12U}{ax7<52x<%oLa
z=c|7WB}2WHt!=rLi`_Og4u{_CBb?>wjZVErF7}tZoB&G9x6u{5dYV#$vJ<=Ttme=i
zm|Da`ulvv6N_$(`D%rSyFn`#9)Y%6RU~4ZnY!;&k9_O25$HwjS)fq`UCf-uMdwi31
zipy~)(Cx{6De(U$Il%B3idMyT&!iDMT(Qe&?0@8eW`EqBm~!yz28vg~V0o>YjdGK~
zeMCBbXlsuGRkxsxNB%?ax0PqavCwFLi{fj4O}}?QYCxMU{zol}14P_jPCMTzphnIs
zDxxQLyOh_Z{cPY0k1HOu&o($BWTlNwS*AqZDvt(-GQCuzqKz<$iWl^TY9fEAGxVIA
z{<Fk5=BO+L%$W2>Of)p!nwRS5kj3Ut9vQZ4Z~Hno>~3g@s67eqFN(^oHFktR?*K+P
zKM{(DMsI}%GnMGDG7P#)X3rvqx?H$+ib8L9yT^4_;q!+<)jE&FqP`x<$eh$i<m0Y1
zr89LtFy{!NB{NW+GB!csc-aeAVVd@4B{$pQW892<65v8!smpctutLcS+`}KuP)u5)
zvYRJvY`m`{K5PV?fgDSMmwMm2F5MIycE*gjY`{S0#lh5#zQsRpkt)PW2<5|IfR^GY
zZZ|KRrezBo8wy6o46=s-X=PbRzc)^%%aZ}3{f6w$v9t9*pqbrn7%oq3?^}h=vE)D3
z8gn-PhpWE~s;lY3MNt9)5*&gAhX8?~!5xCT26uONC%C(Na0u@1?(XjHu&@Q3$@|^A
z_o-7w6+bCvcaI+Z*q}<Cvu%2Z@l&yjEW1``eJH{!&!&n3Tg+%g`Mj{${b6!5GomaF
z5A@Zq+*;E)HSter=a<%{`d<H#_zHg0T^jC-Kc~pHQ2(sTUSqA`)j|9K4Nz8=PpK_a
zU+cJT8zv&C^gN}p@b?B#J$aZyY=NwnEXHjEN*7B&kW{J!G;mcV%6}y?GIGkB#NQHN
zU{2IyMDq=Jxm;o4LL>uu7-5U~Ljr)KjX7Eeq!q*zk?n-_EqyB>ic1)>1)MC&U4c%=
z_eu=18^Y)MxN?zGkK({H9o&rJpqy#=_X+NJ@le(Jp=!HHUX6}f-o7pcip~S~E!t9-
z-;Ha9w>n{NMJb{s7H$7^GgHK%<9Y2uUP(#V&W?ebn;U!?#JhVuSJL`?-ogi8UW^tA
zY{~v+34%lBtCg&dzRV4;KLhwhJc$y9T(8-%kE6U^9{sc*bBF-1alUs^NuvIs|I7E(
z<Y3*f(%J{?1{DB9T&B8v@1g-HUzu($z+z%hIu}5T3^~PB>g}#Pu}zbQL_+~*yr&^y
z(!DbA??G2^77suF_~ID#$Brz}iwK}31u|1aSDFm9IMEy3o{!jFYknuCK5R1snA*i%
z<@Yg%OcH`Lztp6S?gP8HW?SeVWFv(h)PQQ@&PlgjDXheq!kESRgPa7`*k^ipANGnD
z14Jp<2|&e!?uPg%6OYC$eP41Or>IiS`tA1*F?Sd9O4mNgnVI<!A7x~_V?V}Etk4$X
z)KTEaTy!fHhJV`kQa~8MbC^4=LB~TMo!$N@HViCm2;eE6`={su#5|F5bH9{Fy?0n)
zoKmz<ZQs3ac&)EN*6Z-=t^;JfmwVP;k&1l*Gj{Zs?j8s%^|1fxCzb<OCcni1mh?~c
z{&W4p>vtz>h?@A^d>zX(<l{RxPrfTTIV6j<j@*VTtd&+fX0<!F30X3uyU;~XYcqIn
zb9~XAP}(k`r_B29-hjH|{>okjH#LS5{oP`PP2T{II?%JcDEamn<|C~s7t>pz&3F*n
z{C)U!nB(<|cVj0_dvOR9Tdb}Xk~4V6imdz3oG%S!Y&(jFg9hW=>Njrz5KiO<C8QLX
zZjl3zHGxeJuXA#GuzV8aOH=iGo`%?dB~=c-3s|!Hdny}bgq+B*?~Vie*loquE$id$
z%E&fbHjXxm)IVq<zmoO};ks@DwuLbKjvJNt7|~UGV$QgCT3#<FPC|PEV&n1pzR3n8
ze_2IF1^2M1?UB4^o+SC?yIIBYPQEcNPDcLBnG}BqyyL{*l~qlqUqI^VmKI8!06HO8
z^~NTGl<{e(M6o!&bgeRU`iv~zisn0u*J-4JeMU+%1ao@vp5L1bl%UER7&DQV!AqI_
ze@;{%LH_H+SXFKL4BB@s=M_WZ)1&e%GmdmpQW@d1b@Q_&Y40KXLx*>uFgNo``)di}
zY=`I95QXmTBm#jX8)qtilB;EEfYbO>VvGVI-~=-@Qg~qG(F`m!(>bTu!BPptAzIFm
zw;O!(!^+Kdn-VUKJ2J6Ln;`8dvDIC*Dd9v!7~-k>9fY#979vl*!OORL-j0aT0PO!8
z3K9T>f^gu)ypRA2KmeKj&e_y@zx=`L`b^ozMWbr~PMK~yf5JO>&pa{wkqbBkx5<b9
zDHc`)XaFwQE$0U6u^bg!Ebd&wtK!PdGo9By=K7tr=M)xESGGw5D%{a^z<<R3GfcHT
z<Nj>ljr3?QbWuyY-`d7vz{HOJRXv6UxEE^2>-&9}fDdpRx*y|>pJ(Tk3q1;=k7nhR
zPd(hfad*pTaibna5cy1a<|Wg4S?uIR?bLBLJzS?fq+7|eP?J0M+%|j#HKpHXaR${;
zMOWudNRk-st&UWkS6CvU`?70@?lDw5m68-6f>zgKys<*k=5+_Za?%**0FR%!nT5rM
z69`sX7^`|x`Oj1%N|i4p>SC%t(>p9rm}@T7TP~ZpsDb`Ph;t#_b@g3U`9F(wu_UeX
zKeNXLI*+VZzAsiCNoj>Q)j55ww~xqGr4*B{BA1VV1({wJt8&l|d6_>l7l5$;r%`qI
zJY|2b$Djz%DsGlg7|)cz`)DZt*qnG}hC!ZU1yG7aB2sJDeSO4>>Xo{O9-QVJ#C>~!
zPsfBk8o{c(8JP%g@!*=y?o3V-0xv%v$)Zpka|A4ywOEHXr!GrzT@EE(A?D+M7~GTR
zae4f0P#`(Jw)3REhoE83kBil}9mO5$5ZD{Jc{k~Nju#2if^aY$>cuQewLgd-IQ|PN
zgM+cIg+j?ll0Mf@lRXyro%r<63@}It{ELnQO=89i_rz<-T*505whgvx!kV-YxJadF
z^e@APErPaadh;W-5Y`>8;R@fJ3DJt<%K(OBDkWE)IWXY#1@P#;vw@Cwrsk)c+Hcpq
zM`jm&<aax_jlMjkVVHC}1F8AF58#Kj9!tu6JM5UHAHd7-OGZ+p8JZ>K0pprx8y=5M
zI-m?m=g<mp7CadrEcyg+E+PQ+BF=)9ospjtG4wM7i>P6(FHQTItN`St$FS|XZBF-h
zHr(>`+`iewvjQ(`&F4FDWV~fug-#Yca0?u=y8;|}zTB4%FE32T2*5tf^NQSY@bLH@
zOw#N=WPlc`Y;Zl?kd;x%cG@v7_@cf?6jQmIFET|oZb2D&ct4};h~zGzvnQAq`)hTX
z*<N}y)K_$%Sb~Xw4FIoaOb6Zd7^j*{NkFJ38{X)E>T9^@(=-8fhC*uS#L3R7kNv6l
z9T9ig2ipn-svoYU$utuHK1gc^rVsu9q<{GGd%Axx`oCGpYm&5no<^^C@Ee6!YK-zJ
z{)=qf3#rS1&-+95cJ5NW8$A_k`6m?v!$P9p;~j|&Ga+mHn-4LJ@fW=PQv&4l$VjYq
zvJ@DlG+JT+7ih7rB<TU90pK0|oN@ec{R}>RS=gBJYQolx&n#@eLVL1p?q55Xl?{|+
zZdnU2@Ov&UGAF$o^W?fL&WdPy@k`<rlkU%$(5>jf5dC4(C`zj(yj+kl!#+w6G#;-v
z2UX1VAO1>*lX<-~+um?pV1UYj+=N_bls~(55`)W1{tBolr9j?nVjJvL%PJr;h?Z@A
ziX6CY<igu<j}_>k8eocNEoC-Yx}Aj)&sz4U)!X)giCXJ}-2gL7$3>hXN&snn^(&zN
z`nmscb;G+r^h;tr0gRdYVXK2*11Kxs)#RH-M%?J%jh+;9M7|`ygp<VU=>y);*aT?C
zJC=Pi08oWDrju*G_zDo!rshYVmf8(eKjg2l$~LzpuYynAF=<jG;iD-+6~G<NO->Kr
zfY7gZAzW38K9)HUn{^*zuVT#vn<(j=IK~;|s~*<uQ2e8}REtMnV!uY}=Qs5^f9+2Z
zgNdbsy9Zyw2j>BMHPE&JY6I%WMg5voLc+rWCBHqlFA)D4DS(`fgI(v{`zMoC@6hoX
zWr)dsk>8gNs+C0JQ*#2(0MNh>eo_?NHHdV>3z{36YKW4%3L;qyoNf!Bf~n_H79P?+
zk&~%vtS_uj2z~Rw7o>Q+CCQ^k9@9sD?|Gl)2hW%5!Zcf)fJmi?hzLL{E0cV<3*aX7
z%(e8gEBxM?@H_)HRY{)|Se$IP?7l!mwLd_pXRVJ~YkP&=Z?O4KU{w~WDYk|u@!aEu
zDf>g8l>yZ>;zX+JI|B1Tg};T2m;??bCYA19YPafGNk%06WD_eD`^z#aDcWbww|#5|
zrEu+1!)6T;ZAC;;qNdW1n!~GRF&^aS13=yXN+sg7F~K7we4Sx$0DGL;^x97xEvf>Z
z5}71lOH=$blTeaep#}R3;|rh1kefkh(~%69>;nIqdJvFCEo#6}?OaM`D%FYQ{C6Mc
z1&fvhFkHJ=A}Bf-T)HNHpu+HG8=Y#PvR#6@ah8;4T6r~~GAE?q&u)I6t3GCplyAAf
z6VFJ6ZGVDHMa9SL;Rn5Lx1(3Heii}Pp&cn&s~XF}ZzTa;{YZjul|qR?1{x(f%_JHN
zIYx@wka|Vyh_&}M48%zT))fE+qy5eb(R_R1xad%g^ri@MavWmdd1^wga(P_L%=SLL
zb-K5In6w2nS$5UecmxgPjbmSRb@Z1whMnSNTTKz&dPetgHqM|A-S!NTz$UB^xV%>o
z67^9X4i@Goc{N}*2-}h*0C4nTM_*N%Rjh^790t=K<3trVV*<A$Z9Diokj#<iC?Q7I
zc4PM-$)KV>u$li$w}4^zm&X;y?s3x*^jQ^qk^9LffF^_h94&+H9*jUtPUQ6t+j0x!
z5gW2)AD7PF=EX33)xE+`Ufv&!F=rFj`i4u_rf1!I_mAukYa0xU%M#r=4lJIpVx-fZ
zV=HsNmDzuLr5f|RQLDYImOy`EWbfu@8BN#C6O9qiU*vrDqtUg@@Fafzmx~~HU<_#Y
zeCWAtXT@)FFERl?-5v&*hZlOp{xQw_nd|8jcZTI!>(hqyWtV!7Z@o#6oz~N8kV>P)
zG0d?y0vnz*AhQwx*p5g%E+5lQyww6(N(!|O-|926_nM|B53X&mU$Z#4OcOC}o*JDe
z9~solWGu$(jx;YjeVn&O@$gFIZVlYVs*h}W^KhoH0fDC6uMvC)+&9o2*Fs`=sza*W
zkXjk&374L@MGiYWpd2MXO7Olere99g&2H%YePVzJ{e*9OGXHm0W(-=V0H}A7zmrT?
zy>X^4kTHFQ^2jHv?}@n2JQWs@Z64(%D&dv;yB(akIwHvW!i=f07N^;P42+KdUj~L4
z&G11+*7+9L=LW)KyCsX%S?D~x)hT(2<i94Z)e89l8J}dju+yOpBdU*}dMz4<(BgAR
zL|A%sQKQ2?<;L@Ml<jf`sWIvGJ?{hL)sGJ+iIMZ=fB&|zH<d3n`U0nw7!Ix{ZY2YN
zS~b|5LqcB$iWj}Z_p|vE(x}x^WsX34!}Zog)?2<m!hW?Zjc0Et+dSOmHfEe}?!?%}
zlrC5M0`I<<*f_59D_G8F*PSe{kd^&!B@|Jx?UxEaIT&#OCF;C0@|b#%?{i&|`8Ub>
znxrE)c*hDtggo@tho4WoQ)L<F(DQ)>o%f$8!qxP`lyXAT+xrn_BHG-EWIxU8L;gz4
zl$5dr_!PvI*S)e)!vXk}As{D;iZ$>qsHFHwiXAg4h_(f{WhqjSlGs^*fX-tN8a<Tv
zJZIzC=e_uo1M%|qysrY4WZ(V(<hvQ4IFTU{>kG?7cgVE-Mt{faocHvG<+pGBgUYWv
z6)Ke!jE!x%Kr!U?%<ycX^7VB(D@gFTwI|HcIRdMRw<`l|#Y_a|@I9>BzLK)0(e7+)
zdaCHrJ0)zbGq-F=fesj(muQ@ZwK+$DftZ_iA3s`%OEaWWFk32f_%=C0gkXOzU2cw5
zR98kzLQ7patYve#G4JSIHT>qqhZf~|_h@T>`Tj<Q0^X>jyg`t1C|`@3eD8Q@j#EFy
ziSb@F1<J!&NXO3861SC_Bnq?JmX6WfX0<_l?6sJ!?laj&J2*Z5GqIC@o#4#=^ordq
z)zcMx8g8OQCt-XCkDMEl)dtoFmU5!wLEE7gTIp_Ee#hmwA}eQu8)ZDEP3FIT7Wku$
zmo;mP&#)od@lqCi-%(YE2EP-zeDD4h72^HUeQ#QBE|jlyt-SHbRKgNiFK1zWZm{s?
zp7G+2gbcqtR^oDGKM~VGN^L?e;C%rRgq-<z`xhBGkc75}6Pbq-?#2>dp6}rP8CQHk
z?`Pnv<udTSyuFiqDxy#-;bWH`t6)`Iy@==L=BTx5lb358)465)@^_N1Ts^xEjA=)8
z?m!8p6q-It6}l4*-U7;&xPgtIGM|!?CWRw227stEZt`*6lprK%-vx<@;+n>0sMoZZ
zFt}if!HgPT<AUVy=(ehR3Qy*{qTC4Tmxmob_~NF(viyj4Mnwn;1e|Y}d)X3VS-&^R
zC_*)OYy&)7kS5s_EU03Bxp{nqXWUV(q=qV<2+=4Ze%UIksphxYdoWxFzosopeh~40
z_=Jy}MXlQx#1a(Nc24rYQddAFhR;I&c9oE2b2W<ryezW7!|(tza$EnhoW}Wh_x210
z>qN+h0_p4Ixn#!kv~)12-m0@a;MlR_(9Gs~iihzWDQA1hR`A-j$<o9xJ=MGyZ$+hR
zc_m&>&?4S<BH}wWzY9IYbz23iqE`K}Sb^i1eY=*um`AOr$?u@3tT~d+po26<JUAjk
za0`U`#d0^r+9UjM_KJkBfXeYUBh4ELS}QFgbEojlB(%9-Kj&s}GlIp;yMqvzH^Jpk
z>}UaB-}I-fE~0&=M{hnlErgf^H{^C5j=p1J;<0D$y=%p1g{=3q3rKfFE;F3TJvri4
z^gD9<iy~>MpdT!s3&iLdp7h(!xSzwc^o?f{USv0eAtA1guHt#*M(>=ZAuG3TqGqro
z2iIBur=2yhUn%gNIN0%SzmuQ@DL`KK4iIh&WVzbS>iN|dAbGva@Y-Bv<nr;UYbf=K
z@ZRG!g;g6Hc-(V(b!4U9DF4{-4hP-_fXMmtQn|8O@RYD@bXt$d>o$9$r3TLR+NxNd
z$`g%(qQ)lBbTet=^VDk)>zfXtDOqav<<!B;QCLT{F0F7JeYK+q*3=Z8?S70QKRZ3j
zy`K%vDc`Ou`bKhoS9y;81+|(dDJYEB{Y%9hpWc+-dtmgQoHU}lIwzp=^Z`VH&7<hy
zOHHDCHCYEocMoiB7YMLg+=AL7I!jvla#dF$Xv3LH;kHFx!2o%Y*~Guo{u_`w$)|kO
zPmkPn4CtlS<~rMH)^JT}@Indh7SBUt;ciJOqq7pqR*=0*vpYss&SfzZ^JtA$JPGaQ
z2k{WSUksmxm2k=b0~EfLuw=pkgmlo`(iq_@r%sQ;^`;unjSQg(y>Ma0e81Cw-_hiv
zN|&!CKluGRu){PO8~pnA)kY<w6*R-@a)3-YX?WbTjYM-UAsJZ+U~Ks-5)^6;cmeYC
zTP7=W*JdC<bYoPATcI|tvr*Xs0MWXS`-Y|K^|9&Q(4vO&tA3cv>vTYP%g=oSv<|Di
zbhUbXcyoa-FIZ-fLYh-@y%khXxj&9^!a~wX5HA#`)ir}ChdZZbxaci^NY?nYmFbI)
zh60DO*7WLY&2>z%@qxQD=c>XvcUSg?q7K1R%QUuQJWoxCl#JCc^RH{;!|RNlb-eLA
zhu9Fm%oSqpZ<P?Rf6Oq@0wpgq>$IS`73a@GxJ%~abWI)xLc`?U|A^-F=BbfPz8Guo
zJvk?fPwI5z&i@@;oqw-U&H{az`rvz3?~siP<Eeih?clbFTwHxL7!y;Iodw{Q5O9xz
zflpzvP#+QDea3@_V=#6oz5jw#5*NygSFnv7WQ&xKLTX4RcWpoqMGGH<tY8NoRMi;Y
z(xc7L8VQ`PvshOPrxz9&3f!g_5?7ZZaqoD>@zvIui|a$@ZV9PBv3#$7O#%mgSlWLE
z7e6Ih(~=4uk*Sdgq<zIwxyI`ox1=S8gM`AO({G#l^oN!vAX(8{Lr60hP&RUpt<9!a
z=+2CfQOq^4qJ6cnC<Hk_L#RA}rNd2cNIVTlK_DbI8R*{9)xUgccz(oGSOHf1r%k7r
zoFeO7!a!lMQNjDQd0{*fG)&=TfKNG=0sjri1nl=SK4f$K4ACS%-p#wjXE47OvLrD;
zdj&#X?`HWL+->D$#i*{e$YExaQ`7Dj#Pdc)?G+q0EBjh9F{(02I(iDsgwQ=_&vn|3
z5p#X>=HXLP8x3!Fx*L)J4=BIF11yJ`6NC4gA00{>+pBp!Q|(pB+Y|TRg%S+(S^t^2
z>s8G}6%nt!@Bn9)txASMt5<U925@zxgq(sGp{Q3BzQ*!z+BLB&x<&#;Kmm_U+WX>{
zO_~CwApo;mP^iCub#!V1S`!?Tv%Rs37r3YyDXXDx^<L*y(S!dsv5Goe{AytTHQF@d
z6pmr9Vq)a$ujTfkpHY0Hbv#%3xfTk@818R@O3()_xchd6;n*dszCim$3JceyeNoh2
zO24vFq*yMt?ORZK4ws$MUUt+p;MOYwqK{puozRqMNbR4S-N8r&(!t4d=98pC*)kKE
zPVTh!9VyofNcI-@SASnLHN>gkpCUq>N>Ql=_T)f{Kocm)?~@j<D3STIn*2OXhQoO2
znuYOw)cXGR)*m5Neql%%??>$E>zRI!@wQK?{wb>OdzhPSk>thWi`QE)!4aBDX5QYL
zyA$#8p=i7uYEj^8niW-E!7}DMa4;~-DXL)c(fj^|E;=R4>)>Fn;rb-&H8b=+5*GTb
z0RQCutH)*}(U<9`Pq0}^Q)=<@KVBfi2I%V<L2_!l{n<-PTAM=9MEPh&tC0^}_j}Kg
zQ#Nhv2JRLbOl0}yDs67q+<SEo)U>g1(=NA!JY46oRRBS_TLH3bzh;P_fqD>G6*Z)m
zG`^cpD5X|M9lc9~_YZ6CTxAsfEk!bhg=^Zp7;Gr$j}Ixw6QU8iu=UxMi=8!KkpdB?
z!EZ7CD;)3R$7=fNkbQU%NZL&%10Su%j44FUByL)EfNb?HLP}eN5Y}6LeCS>pR+BFl
zi?n9v(Xw>0)nfKLQ(V{7%tXF+yWa}tLndH#i@onPir*;>jo6)@!dZXnQePZ%%9H<*
z##5V8HeoHq6In@65^)7f=N&p4&)Gna#K;PO4L|SWpZ0kO9%d){S6?@x^5Y1wo4F_!
z%w&auWDcR6(9mDl7(UZQ9aKF}?d2a{fsF3BdEB$2I?DEkwTWtvm)OtT4M20;@pMGU
z27ayly9Vxb(*mE`8|<yCqHI(E-yEsKHeR4YQBtfkGH~PKptD^7;Z}v+YZsv~Dr?~A
zYve!iKk>;b1doFP@jR6=zJ2=6Z#V!X*yhB1hsd4IDce_PUq?I+`$%Q4TIYx{!a^&=
zC`7k&)VTym;76VZfJ_fYRZ|?avN7g}WDZ#V_gDe>o8Lnequ&^~6S*(&Htoik=gU?3
z+$13jaJe1ko&C8)jAvt8>i+;6y*iQRSAGT|Pgm~N;bGo^K~b{eK!2`OW-7O`hyeMs
zHn-?p_DxsnpHi|EuFGyG%rZ^3vKVi5b6D1O+JWf{2-ICQX4fd|Z{NL7fBmtX>^~>G
zDA+ebXJPa)ZU<8ryB6=X&nNSJN%7ytNNK%3Gk&8`W<H1g-yUacQefV~;wMkKlbCs!
zI$+(#uH9rwu}y=yTEfdE5c!sn6V8MrVnsp%IGSnQ%o{i!?mJ%Slg2d!DC4dRz2D^O
zx#+LR3j0rJz{lhjwhw+^eCWkU`S{XO7(wz2FM%`X+n2H*=XDW1w1NJe>tPzo8Gop$
zE_z@GWCK!QZh3uK&}eqTk7KOWq5e*r8armbDBGNPhpYSr6+5_mc_j!Bu6G3=jv7j7
zTsi&V)Q2*)96`i;4~|`8o=)!$q)4q+W3yTSH#24_q<In+Jt1#9VX^ab#k74E9lhMM
ztc`euO#a7E(~tqWQH*M`lo}t7d_Xv>)7f6(+ZDXU{G`3kRW&3_LK&ZHF4oGQxDO?`
zSqp@#v~eS%+Oc9*ay;xpu7c!aYvZc=z}n;-?53d5moN$EWchO|&m<Uu&NzNa?d5Ok
z!-v5wUUjozq8m*l51w#(hphjjLI5pZH9^H}<juhkEmt8e(M-*yk}$Wv^lVX_?jt8v
z?~$nYM|7|6O7q1bYrT@PW7jMc5s%&i+3P@s*QdEZeO@XY6h+cJzjAMNff*C%p2q`g
z-acA$Q$sLBa3sf~pftto2wQt<5%RtyDYHFkby{B@@p{G^znxx*No^xKjsZ*3aWL4f
z%ctI4lZ?gla_UKAlHr6U68NnW;Lrg6@xA(B<d0mq{Xi405Ul{ueV}c3he_e@Pn7{8
z(encU)|yRG6$7m-K|CM5T&1_!abzea)Sy@BOG*-Rxd0zf7!Ck=5zq=cFgwE%E*#EM
zue65GsVm2}a2czuub6=8(H)ykY1L?1rxfr}%GV+^vw?(cQX}%%CZ@1a!=*eLagls{
z%qsxvx_<LK6PeX&`tYl38!r(PW7455!=C(~pPW#LAU~fQT9o(p4?9MN!^Y*|J4VL_
zAs2ml{UOZ^k?~ZIY0LtWIABi2^3)PW@F*O=?C5YE2SQ4d=zvKNW#~6Y#f2q+oB)3L
zbRN`N{3hni+z?k=ADvJJM5SJvUn9#2@K|`~3E&}87e(PR*L`_@z@!ZU$EZVUECvSx
ztp?3?Ut%KKE{MWn@Fe^T(+|~{p@|;UCD;FC<X={$AloTIT`Zlr3Q!>z4EoJ$qME&b
zy5X{?JC^{Zt3U}l>b~X8EsoW@9qZ3n6#9+v+X2~bT<u|#+)8hS*ENpFeHL76xgh_N
z09othk@1kq&#TWa<&24cJTLQMRoJB<LEjtTmL#6XZEq8PK|g^yJkrze!hE0IRtf%%
z&)Sr3qXX)&M%%U@yDBj-__z&8vhvM|+fqV;!VztfbfMqQ?(oyOT_WvaCm0twzpfgE
z(^s2~z$sa4im7=m*J>iX5YV+1j&C0~b%Zu^NwbzItC{>W%`0y9DGwaip&XFfX4r=6
zuKSsGONMPCJe0<iMh$*&uebzVtV2QK@9^B@M_nD(a26F8>pouZ0V?IC7IQjxZTGB#
z%-2o(1aas-L-WO}OC!wvgGsxpm=og@leSg7(_`4b)5Swt?SEF8AE{Lm!f5qQ%WdpG
zh!{H)F;IQ-fvoHmH4w)LEY&bL-m3k|hf-ABI{K=N{P86*pW%l&kUe%1)DWFa-!euF
zNC*MiZriyz8i(YlZ9QaR9}wqkO9dY+zQVHw=2Yf;%Zo3G)JwYY1P(z<b&nFBOAxmJ
zGiIF5mIH`BF|n`!v<jC_UX+DiX(m*~YFkw4=G``nstt1LRWb}zN7`sG&qmSn22LBd
zmTQ1E_|oxXN9Qzi*u%-&vuf?{!I)OtvJmapUFJyqub8#!1k0Uafaa;Tr8c7}sS&SS
z2kBIbGxMR=#i_m4FTs$?h*X?iez0DN_44&z3rKpM_cCFm%Az2+Z^Ea^XuX-yO#jzB
znjgrLe!itg1Y`nC@4+ttB@xlkT(yzZdURC{P{Z0*`PjpjuxZQTqhCN=ncBYNA^@I*
z>WwuHt5p*59>uw2h3Qx(m=w#jx3ebEYDH(cpk`VQ4C>H>!go9))<Y%YAPXGrwqQsy
zim77yqPe?xQwL;RJ-)!cudNOXbdEDJZ(YQM_ug;80l`2(&;f1c^~!S2N2O<mr%a>7
zv#2Sp|6)^vP$n(01l4!yQX5Vd09`xFWcMP8&pNI-pi5xONF5U$o5U|IN6;knNNPYf
zK9mM0qRh%o4ymW4JDDRL{EIRvcVdw5-@LrzA=k4O_b=t&Istsy^0MGdj(U%x@I!xh
z^8NI+w%RjZxE#^j>OQ87GGI|}9PVJ-{rrK)$jb_HOsu=Jz0qRb=IhS?L6>W$mL$-H
zJXqX++PO1wcbVgJyQwd%j#%Gk4(!~;#9|I;zm1TKj*k5*&-AbreVG&XdW>5r;&Q?H
z6kJGyY`qyU!6l)#4=(0%X4k-Tz4;33t<1yU*?+YuLZ~yBn1Wi#+T<DuKFccA*SVJi
zhOI#xj!?YJWbA~(0fWrgRRi+dKLcYVy5|u!%FXvx`hG+zrf&;t>JPq7Rmq`SQ|k5L
z=hX33M3od)*n)mxFb~jeIlB9;OyA6?v{_<MHBgg(GujqX9naKqlgY%VJf23;ZZ*=v
zaC~gzSw30z>#jRf!}YR09Mc!{AWazw^f%X?_s<|Uqg%M~?f{X{YBs|BlJ@%UeKV0|
z{CK?8JsQJbUk0YuG_Lr|bgc3;L>^rd4`6YgmL$(k%9R%xaLpWUz7r9lAqFb~X)c>n
z@|YO=Gmg1_C&qw`{kMp+fbpOT0==-E(m{-RyvTm_sT{ZY1qM(w-K5izf>m>oRO2Jz
z3vt=C<id){H?RNB7cbrJ0{qgtKe5?9*qGe!$d0D%z|6!9d)GjbQ#$QS$VbdPLAmHO
z(XP0(kS2+V^Aw=zZff`+ej(VxGWOATA<TUeEj9C}iSXr<$py<z$(nH`JJ;7c0OENt
zlb_!96Eb9lAB{&1{LD_S(J|dg=MBag7@2_hz}IpY6Y*X}MKgMQK?Q%fZ(HC_6aQRB
zNkr%$h&Wf8oeX1RRHC?jU>Mx|5(B9!!RUHOHL*q?HRZ6!;dwyo`!RMT)H=+{sowdw
zD;trS3;}0Q4?(JWi-9WNWP{VxG*~XTjy5PPRX>T%eiN_G_$1JtF(1t?>7deWg)-5a
z5^v$Lb9%D3lZ)yY4eZ5X?SQnT%RK3pPbN4C^)&|(=tJUElZE=HsdLcCu^wyGEWjOa
z4`dY=Zm@hPlgCWpCGEDs8af`Q6||c%R|7r^w7QN*h(F*1CzKRVcTyRYkF-jfx*M5r
zNbT<Nd^42^%JOEAoCH7id<KS9qLV`MH~3$c{uEiZ+K}vW52M=w=R5Xyyv+D<t5`=z
z3XotWVE$-Jt6`CUtjFo3-U+2-JX^gdU})jdx|`W-6CP;T*=?@v9)MftlNQ)pDoF4+
z>z6#C*|m-#iYTU`_zMJeVomii4WR~==`*AIe=Fu!mmjf@%Q{G-79s9^VLt^qr4DN~
zLxg`<2EKH!n3~ZS&X2!|2~w^mdP#&+F8*lfZ_CE5O9AU#nwagFWPLf3)!H9&UE@<I
zk#FJY@P*Fn30t0Ff1IIuWov&>eSqy@<$C4g=`anIQQ23c-B_aFcrufREAKZ~(X9!S
z#g&#riV6fabU-aUn{!2{p%s;MV{Gm_wfwX^X=14$NlKO$>f2N&Hx<)>-(yy7*PfGF
z13NM0QvBngQG?j{>Pe_{y*ak;1QR*~dH=Uu62&J6R!7)0lv)j|{xh4P)7*$j=-jfD
z098S9WM*vCzCS`4L?5s9got-Haws~-vT}kq?`tmF#9vQDI=YxpP*M!l=Py$xxI`pt
z>20`ld+7r+XO`w73hQC-|3)-+Yg7|1+YH?A-8`{*g1MeS3N|ipSJ7!H>0rrvUislj
z5eYGAsosODX^olQyBbFgUd^y3<Da`KRi?JP<)4F>YXeMcUb&ZHEb+W{D1x+k(JXlM
zn9L}a+Jh5L?0=Ge&ygBRW-LYpLPn~#zqNRSS&+h@06EMxnOLc}4Oy|e1TYg+DrkJ#
zi%X{|KP2SuW(v(=T){qr4ISXuD9HN%!~XlMppS25p&`OavEeLapPQVl1Q9JTIp1lK
zMm5DC$?to)-cLWNl8g}cHeqraa)HbTevK~*a;Ov$fjYRe%My3sYv46dy^V)L(Y*M2
zXr%RU%Sc+d(E>`b3QEhhhW%J-Num6cmMjrgd%5c$4VAHEC!E)Zfxn3671-t-(CS$M
zxDnjoo|c8Ls$WQx#2z<|cW_f$U}=Ckjez7rcXSAEAzOzUC|qn#59kSdg>0&>NY9_(
z*?=g|*tDj)d~;O|7x&uwikd9oo`f8SmFgLXHOojf#D!N?RTIr~N0HGc+D313Ax3><
zC*DC9qNiB4dSRFErI$xo_mIRR#t{MIHE9QTwz`6|Jq7u6{;o(qM-VKhxgD7t_naX_
zG*T+s#ZKoyzU2#}VV4Q{esyWvWc%)1Y<hHhu(v_DZRg1eF?1ydKB_T9m;S37($wQy
zHW8^&rZWYPoE?&po}V~!w7r-;<55|d{v~K)`wppNqdOsN@yg_fI^nXQgCr>+6<%1D
zc!@5uY+J^800+vR%o<b-lQ}yQz$@+LFiVeKdQ&2Rkn9fY;3)6YJ9prA{|u0c)R@^q
zLN{HR?BvJ^n?{S0Q6Qim&eX)L>JuB|S6+jVH@5Be3?X8x<6KT<2s@q6DBshy?LJS1
z-FyIosS3}_;DC$<Kyfl!CX`p2<snk}f0Q~f<`TG?SajJoK~B4JeS+CiV!-C`m=G#k
z*x4i3eq$fFhrZUxdcOU_bvGmeak+#~T>jZA4!dHG<;h1_*g9zXODf0H;@!1+I)^;Q
zqR@B40sVZgx1&O_%s#J6t3qH?DBE4K2JwG9g(6(*Ixcgj)8Uq8t>=NC=ds^Bh*qfs
zrBvOiS0bwj{96=4)oKtm0r?JILQ8y4s5Fv8<9(ctl<O<r1WkHY!vT4mlpMZ`7(Vb?
zzc%TqPp#m})4C&3ePu~0E{Qh%Z64L23QK71_rVxA>ijp~Nf0=cXvcDkenuro*o91<
z1orA|y0onsm1~*p4JSC2CT<01DdiHeaz+M(#fphX@_!3e%`ugSfJosG6Xa6}{z(lf
z;`Nmgh@)97wQ6oDb#PWcI;!5b3s}z^+LPb@a@$M(RaBG-4VYWQAx8f}V59IODVpgf
zXS}#gOB;Br({!EFj-Z3+ufm|~lg}Mjb3R41Fi{LJGVS39^k?~Km`Fdt(2c$96MiTN
z`V_gM2(wvR+rt_LU=d`Vg!}dC<*)e22v3VQSBH)_?}_8Yeo$(4K}980nXb6q26j@$
z&g|!9|MM!+DMc!D6zoAN_Kye8{xLo~=GtbwXotf3C8JIU>t!E2Lzv#hYao=Im^2)D
z&>+{S`{Vr8%PlfX`1bjIy~C%!#RLz|sv)Sdi(=GdZ2)A^+}_;j>y=fy60CemJk5l4
z_HB>h;4Z`H0xr-5VNg`Bw4++`|8<!@v9a~MM}4Y*=E@|gi5+sUMo+NaE^*N%cK3dN
z?CvA5k|&WpJ~nc?S2j3ro+ID6q{HVZp?vhZ$z51_8Mz0nE4{)zkIr;NNgJ6pWG<cp
zi1;wJ$Vg$US2+!qnB>+Mydwc&cb(CHJzL{}XD)(RF{5$Vj#D!`2xN-{2BFk<{eg&*
zirnjpvNFD_SNwuj=}WZvwO0RxQU477lY;u&<;A=gd}en3_!STaV?t6}R0qfyA3Bm?
z23GIi)Ul*Ot&Sh<oO}L^jqfEo(bm=4*R??v0_jBL9~gG@Rbw-|V{a80cJzFw)PM$%
zncd`+X=>H5pRxPz#$UzQ6m&5oc~aD;rJ*Rt=GNp<TA24A>D5eGZKGlZ{yaV*hrGa|
zPt3v@X5!tBT!5a9Umw>xoh!<9@U7t|NkHLz8PW33M}^#?Ri+$9eH%w)kuD5jsHalu
zTCtGd#~&A0)+T(MqbjXs*p+GLp$V0X<KyGYw%!|pj;2oultc*79lzW)aTg|L<-H3c
zGf`1pA@nVJqv81pQY30*C98Ex%i1$uT9E8sF9SBmw8yKVPhE6zp-XNA1gmQbqX2RX
zQjdiNN3j-3kXJqc%~Ofi?(TG~a2^o<zidjC<8?s(vXf?*@HoPb#Y9;61oW2oS3shN
zTD0kG9&amiasl8|(NwHsYW0TfIuQT@I-eJX^{|Yj4)5MYA^+1&3a4p!NRvl`q)#n#
zgO?8}YK!lsXT2_$iM1ZrOM-m|ueZrOwm7qdb6alM1mzHft^N88{ft@@Cl4(J+zH*I
z=4@Px)YQHw$g9=IB71{vr?HHpQrtOJg|RB>xh}VnLhFOzR4PXN$~G8CC4)X52M7Q2
z>~u@3n>HzOFuSc1c8GDCRU?CILdS-b&w`yg;-`G@!_t*Qe>{g~OoHJG=c-nKl+afI
zzZ@5><f!?4IvHcBk^d@TFGiZ3CL9)t$o(DLoKS4jo2Mh|Dbk9TrCxSsQQX|xd(g@)
zA~iq7lv*=-Jhm47RzOG`a?;SwHa9;i5#)msHL_@e56`eYC><qGs0gi1<?t(RVDEZ*
z!8o^LLR>owF^I$gLy$571tXt?MM=h@)Mt=_rg{kTMoP~^^To)k=Hjbz>M}%d7}GWR
ziiAq)m*syB--6ITBpvE6WpVk77xo!9=v$igPt8XjB7brKf=78spfuf<lgA*>1torS
z0v*Wvz8OQb>>9X(!OusIzwFG-FI8)x7NkgVhbiWD&Uj+1V^U(>yg}HQ98R!ffUg;%
z8747yBtX52(QkJWkb-)4!r#3fqUst*EY<D>9W=zW8CcLCoSx+tG7uTf+0qy3-39Z|
zp%o)|?n9zKg*1ssV#uL4*&IT;dsX8W&V@+Q=AM$MQ@q$56|oNgzhc;d9D;h{U6|e}
zR?)K)U>@x=Fbzoc7swBoJ2LPl{eQR4IaAZ9keoZ{61x2j`3)H`ZW(!T0BC&2H%b;e
z@d30}9xfw^BIe{FNl$&)3%ru8Vc7u^;NaQnvLGjw6R}e<=N0>X>;AdbjRsh-MTsBI
zh)WCp{E3hb&T%=wskWN|3_2gGIQWa2Ex&{mh);^(P7UBp4Se)E{^l^ahqjyZr}w0v
z(WGa|xck5%$`!8(xFTpo$`fZ!P#<PkQw2D#2My&x;1xy#QXvEyMu}hF`lcttiwiLS
z^dgo_6_6s*s3X&8OOV#c?@q7HNf`DW5tIAZ5SRTXLmL#6GFWToulIhSPb^pQm;Byy
zW@BG<jb@CTxwCw<99^!!K7u7%YY8CI7&-X)e4Q>ISK5_WClzKyz16h`L1~uSjKG2c
zFmxG_<@8in@upq#!^YbaO~-52!j)SaMFJep)4{~mb{21t8yu$dPY~BP7p_G$wJPQY
zqDH8L3}ARjQer3%BUF=<SyM?4g}n0~4B_by<2TNrqa&PG3;pe!MbM>@6PNt(wqZ7^
ze8q}{y%foU%!1vE1%9HI{h;j*;}>6$){jS1(LA*BjAFx$a;RBl*ydzlM6*&nt?{!+
zeQYWty|<#WHSbyic~Gwfb!x9Dm=;!)^iZBrPN+}v$iDGQq8I#sr6#ix4k$Hn6CRJ)
zvDE`~7I(@2Cmdc32!~Jfw*ZElrjATZE3s>QN_=y`4&1HsO#i=I1&Hr@NT<a+!}q!M
zYnKzW6lZ9j&HJI9{$1cDAEy1ek5GqRHAE_W|J@}eUsE_BY;JH{zi)up@p1;M(Tp>Q
z7$=sGj%8F+<3c~h%84XK3XGK}2_1oCZ)AwT0S3X<P52h)X8nF1mv_AVR!&S@EKeCc
zXG;Gs-WlChJOa+M6jeaBNcf{yRKzdyNusM~8^mN=5aRYB^VTWjRvr5QS0;a<aCR(l
zoJ4d9koYejsgN&-kL$-li|J@Vz43N-#EFw4GoP(ffBCKycl3GbSQ|UCS2j64L|h`k
z#^`#AC|Q!N2e3c$;E;%J4wIekEwga~HW7ibN_$_8tGAl_^)1`<g*6cO3hq;mvoFS}
zW?t`ixo>lZ%p<WSr@c}Y`09~oq}F%`QtfO`t7Hv=^*f6WF}pdma`7sHRbg#DL~aAL
zPoRwJ7y2-0%z%$#e?BH3v=5p)1F0$#=i}qxeXav=WXyHK9`#D2e^beDl}Zr&cr=~p
zOEHI8l=5%)R-?sur`9v`QM8iE)~_Wy*Zw<u*W>EX591wR|3qO=i;{WTouLZP{ZQ@%
zIw!m-^n_pbjGoMOgY7=5DDGBBV)<k$^1tbxtxNt5R|yol?Bt)d-Ys(i0>Hkk5xUX6
zdiVL7qjSV~X&Gvj874#-P0j>ZDgfGvEC>yB`S+*5)WisiSTUO}vBruCTeZoR9ha~v
zWpu=(74_O_vflmIC<i=4$dd!H<-~YTVgjcXmV0V}?QL0Z>usD5#VHM8Yd{@x1+IO&
zr?w?Y*~KBEp&e^!zv52~u#+;Y+!b(Op1`6oP<^a)xjJ{gsPJ9>(QWN0{7OGf8&~~C
z3{dLIBF@0i2kkNvp14R!8FZe{pZ96gxQV?_cDHK4$449XE?Mi&t0qj9PKN9!SkeQ5
zKC(Z>DM(Km_+D7>Vm}8MHiP+EUm?V)r;S-~Y+BOumMulAMDt0;gyfCj%ELcYrS3{k
zk(8brlp^7pDSTg?66jnJnp}~ZoDu4rk;-$9-)8BIJ?%}*3}3S9qA33BPoIkTxhXMm
z7QNJpwSH8Ry7)&3yB8KcL)7i<^rhNp_TN(fQpKcm*`IQU8O<P)XRup>i|OZ}iTQp{
z^XEVhD|@WbP)_1eb*7+m5W%|p^Un*w61C6Q4`vBUfHudhG#T?KHDW|8JSpPVV$@q%
zD2=rUJxG#g=!nmGBwH92sBOwlxOg3raXGNmOg1<$x(;}I7MtI2+G+IA*5{5iNfll^
z$*(9#taO%rUan<|6_=<qG}fGQ$%&zO-r&Y-xPe1V^-QKW#z{M0?<{jJBO#|VUo?km
z`#_1Tba@W%Uc{y7SBkJp%}I?}FhOH@9$}wS<$-ygGdhA}Jct`MI^3Krm6|Bi_`9RC
zx}eDx9i3QAc^`3YWoks*>(Y4q6gRk==e7Yk=C|8XUrDB)$PtfvK$l*@VWj%csAyJv
zME@d>BYckWS;%Pl*pbrvvVqiCmsc!)&=dbB)vi2UE+pFKBFm7F<z74?2{)W^um<-_
zC;MwoeM3vs+r#!uI;R&w+)}Uc>yfS1YO9?_J&lL~IHL_p==VB-G$HQ*$QfyRvLMTY
zR4j*SZS1sE1255sBIBQ_1GKNh1LPq62Xp2$3Mx_Kr&})h>fd5R_Hk+e%VmqSPihSA
zEuu7|ZeA9eoGF7>mSN34Z<nJw9Fyh*jWXe#D_CIv_&Nqd$}U*jg3FE~s<NO{b%?q!
zDp`7t5S|DxV;p5<Q10Ku)Y_a;G!aEJBGuK;Z0lZQE>$_^XY5`2JE=z+^bbP?#_>4T
zFhxH|rpi6Y>dFyx`{=(=nD@QL?2N%mts@q9p`2(HOYaRgh^_Gs#ZwasmDi6{mpP>}
zZ7dl9h5>H%D%kw06~4i<4M(sW)$3;T27DjoEyIS_Wx{a1xPyH8@FhyGBN*#4--dl4
zM%0?FJyi{IjOOZPdDmu>lBP>8+PjaZvg=o{rZpf)NOGz)UdV2&f#~cuv|n<#hp}q%
zL@Yk~A;^ykYHyBec&+p+ucw75b)w2=geNAQnM-%kkQfq=IG9VMrs#8s0Z(=zVAKrN
zh<~m-axykjW+>mT9;rT<W{MzLLAsfi(fYOve<ZhvY-w;NU{1GkC-_?dr{SD*_pCQH
zQ@m^cj>L;DwP4CA&-dSgUVu)$3bD%Luk%Wj>IE$RLAdXTJDxU8m^mzHp_jJ{nYwQ)
z&E%)KGF+Y9giS8bv$EPhvrWu86UFI@;6UN4{8*hkCp!-6j09P<W(Y7)Vf&KCYs(n7
zpa=H)Hv}IZ&0ht1?5cHUFpO}(6H&<3fy5Pq>|c%<8V<~Eup|=-fnsH<h0<wCvF((Z
zbD^$%AyF|Laa2<DfIwpnm6ay+VKK64@gf6bm0>eIIhm$BlWCqO@b9Fqy9Mc_Va3hx
zZQ-+OE5UDt{B8IbIId3)K#lzzj@We5#UnHGs22?N_Zb2`Idw}%*o`z|2JG^p^&Fq6
z;D}YFE04q{r1c*yM^x%<f3Wv`IdGs?0=3-`Y`h*2&d8R8<>j+d?^<`fF6sV0-RVle
z6N#7oq-}}c{shCMO4rMfJjNClW`lvHTdVcxH8(RivSNK|bP~40Zg;u+CnIS{RMix<
zfM`*XQP?kL_m-4}t2Hz2Ts4B`JE&!)*<oTC5bbem#ZA60STO&twow~hH-{NI4{KmS
za&$O0g{cmo%ivq~UHXV~^6NMK@+oP;cq6HM`Ff<*EBJ-i)~RD%n9bYh12WI!rlF8-
z5ZWDVk@p_Wtc`zs%FLizlgq3l)VdYrYc0NZO=eAcn+v94nzC+fYCv?`_<uz{dC)Hm
z4*}IA5+f85qt3LL?HRtWpKtcxzhUe4H|h#7ND6{wy(1Eq*G*(J(d<`If5{uCTTD>x
zE#Bw2Ij)~;7t+K(ltl9nN(y8Z*E%b_uki+uj{CP`Nn_0Hx1C7i5|V}rkk^JoR}!;f
zdOmVxJfw1eRBQdn=@$F|*;A0SBdWuMTg7IfG81cKl)pnc+Le+PGNdaKhtZ9X@6ScR
zPe3P5QAIRrQiCX{$v92dB90e$K>}>q_KTlw2j(%7-{Dv*22!1_;_d}=izzb(q^FfN
z;s4YW{Rt<7AHZAsjS-M|Gp2ygKC#|_Y;*fyn%dmz5QHXFwq|D7<!d)@-5e9!%|A}a
zF>$p<zHRgX0nK==>NFysxZ0Xr3$M^E^U;!qp#AObCA>j<1M#p=ChP6FW52#-UPfhk
zzy(i4LG}COqM)`Ejrh;R4a;bo-MttEHDC50rhqeQetRq7U}HC6qeIwy<=1*`myS-C
z?-JMb)pOI;J_gA?pP$#3hI?!34XmT?%EDCIrH7NL^y)g5wQyIFWnNI|Qh49ZCF}g(
zAqJQlY~>*YNf10CF0<6mWm=HyV__9V>C#|7vX#MDkNLoz%el2#{^ObR-M#aUU2I{5
z7k%C^oFnIYuI)WN#Ocw{sN1Fy9{Umhpq9udVya{&jk1#6s$ew{FM@sgU^S_k;0J+Q
z*JmM9>eS=2z02$wJoa2=EMqqO_=8=Y)<4eqBy;R}E|e*G;qflI33G-Wn?t-fk<|wY
zZCv+Rbg~Q6{6zl_c8}O=Z<Z=uSQ2eMGBZ@0uq1~sGRRkc=cHev{)&i``i<n-!zA}%
zT^t4~R*s)R{A)N2!gr|HC4U+cZURSU_KcnHYJuk@n#Pn@1k)u6B2<t~%M>x6GChMn
zx!#J(F1NCiPNaKn6}A4GR+_=28~?|vC_>5xbY{Y;m}_Ry{|aE%IbA$dYMsVgQ%ajn
ze=M0=HJfv=xgTn*B1y%P7SK`aAN7+_tF=HJkbNE0rnFPocYb>@_IjPg^z}gz&h-i6
zaiH_QdqnQXg_T6#amAZriqJ8~ZBNDdwgy!WIWNg7mY<(Ar<0vEJ}<rg)Z+wdug)?d
z75|CzT~F=^;eN}Mkd2m%tfkTQMrzgR9tN`_nf2HmD8-;<7D{9Vo7YKp94eeIM!)ff
zkcJb-b^5PWCDk<oEkz?88f(Jlok9J*798h$VOOlPe**=Yxs`3P_w!=Tn%r8s!H>`0
zIop5EG39@j{DIB#2tJJsNkKehb4nfGF^&!whP!CQHa`xq>}fVnEq=H``qt(}>L<9>
zOy-hK8HPoN$q(ZA^?tc;sY%`s5_7*0P0mUVGHT2&+uKcQ4Ecj&wls_Mre;kj7>4J&
zc5ZA7>JSxYM5XNPMx-PLsR!{WGI11S4Vknvi@pCAMmcA$^o?WPPcD=cqOe&QF-(`H
zTUuq0=N>GjAiyL}Q0u+;rWjxtZP^s+PDu8gOZUa31TyzA=ZLiym<qbNT`jPpS=^wU
zp9@6{n+%(vYJ8TcHkXxHHvl@hWIQa)ZGGKK9yGH%fFq$!ky&0fzmWY|TSR5wCy(da
zQ>ef!)uVnf6>t)Qb1XfJhO>RDW54txQ#t3Lk(Pq2hN9|0G|>>ShV-1{yWw=F#2uh%
zWyPQB_5JJHZK?@z6R1r$kK{FG!v3Mn9%P7{^wWAygL=oL&e7$~_I2lkH>X+Nc|oNz
zFTLaCfIOMqc)9T<0-j!OAjU=+tNmEb*AJJPlx!<i$(MxHc@z;-?PPfo)Y8EIu%G=P
zBz%?r&C1<^<VI;iD3)|QvvfBCtD)v>PSa%>CQ>403EQGopC;{msq@s8k@ms;`u?HV
zts?dYc0$f^murhJLX_0cC#Ok>-n~NA0KGAWR1B-8<vvHquoU~qpj<=vZxiOy1r%vI
zbf3!1+SS>i+~U2<BRSod>l3*}bzToDR_;b4{-~|ge^a;fR=#Ct$#HQM%{xX2SnOWH
zP{iXMt+*GaYae=}xAY#h*P;w#^N2sw5)vCg#|4@b8}#_dY9xc|ou(C6_^rdRw3DJ_
ze^opY!h;M%EK<F7hIxm|lwTWaU0sg}v$87&M3maoI-a|*2C15EJ?Po-rtl&4Xg{>k
zXhq`x+kII2?yKvWj+B<-I#Ug_dOapgdQy&Z8z%>InnA^-(^4xmN{r4O-e00Tz&z88
zGs0l?)B@C_^T@qsw-6Ain})bBNn$ONBog`8@WEG|)n}!MaOzV;Oo`Qt`VE}X*x2wb
zv{2rs`<Ux#hSY}haCUU`xH_{VW@n18O0#ut(23~WV|+7A&1xLQ>`GE=|811b3+Yk!
z`b8S_F`D@{jf13E%~Zx?g-cPF6;2oD1-|vQsx0mnr0JEJq)TwP>I}vBh#yZvFzeU1
zR-pHSpC2_|qLE0hbJ#b;+Hr8<c--pX?Kz=qMLbN@lkwQwS#^EucM+*6=@KLqG4TG=
zzP#)Y0}oSzp)5vU4$q`w!nV*kPh)Lsv2f+0bvjDM*m&mGz+ithi0UpR$7Z)ls;<2}
zzEW`^9o&hPxNE<nd9vg%;TBqmp=C1~S~}@ckU8vkz~+63w;o6gvSv3ORbh!c8ZnNE
z%kp)8>q<_RA~BzX^R<)`Y<3h$_Hr-RvZnKXdd*^UuH=PNAN139i#{!hkE03dW@^30
zv?B^G$@`O@rlfKE^{*+8rO1Tb-7&#z(da6&)pyUQ0A9|nU6KD@0<AK?{^g(@g8B+x
z^idV8C;pBrwDlBNi|{juF5(-VIx(^YVJi!x6+^4$$<UG35y2}9UkgzMs2{I9^aBq@
zb$!lqbaL<KjJKXsAx2>h<&a^2j^@uU&7a*`^t4LX1l=6Ba*HSra5>l&&xlb*${d$z
zsMYD?$jtX+(s$;=DjDQ|_Ac+6rS@;N4Lr_8y>=FpJcSJC)!E#WG+YhtH2+oPC)R9q
zYx8f#H<{{1|7Z_PWt3#Cmt>u<t(D7d5dZoA5cQQob#=kANw5IHEx5Y|*AUzxxO;GS
zhv328Egan4Ex5ZL+}+)IoA2KDUR8?lgDN<Ctv%Dz-7~|QTO>4+Xpt)v0hzc>w&H9N
zJ%CT|UP1-ekJu)r;XqjplnJ!{&k+{ojm6KB5>$sn;-p7G7}qz@MSMCkD;GHCQS)Dh
zby?L%&=au^Q05=<wq?g#EK#`7)f2hgt}S^rJh<nGK!i!d5)%3!6aSz{_57L5J?kh}
z!jfXAGXVGH#m8es9c=zc#CW}4N_seO@d;eR`VmXEdgse?KZC_DDS3Fm9jgPUdgSLy
zhk(f{lXK|Grs-1?!2&bhr`xig|FHbHKp#IsO<;A^{U?C**kg}x)zu8<thFx6)^vS=
z&EnLNeWlGe!lj&?=WesTTDvTxs&x?#h>R4CRLNGDp?jFI2NMIMPBALcGIJ5Mur9S|
zm$e`>91~eL@a^&UE?*{!nve*>ri3(t#)D$HX_%!pR_hh0RMFi~k=!wwmVJvychA=Q
zG*vFAdvx80vAA3<GI{}~2bBL9f*G`*WM2uKn%DMDdgsAB?jNU#EE#ypM+ABmu?Jzl
z7h{IS{E(vc%};b)HRMmMRZ4$o;)J_o;$cjGnx6&_H?-fQ@5!kc)+gVO%oCbSg0LZ5
zS72{dHp<&kbSnyJ*a!$I$Llu3WYF?+DeaC7an-%<%tsQ#3Mfod`#d}%FV^JVd|CRh
zi%i3MNBZjE7d*Et6`-BMW2N(5Sw3mzKY?a%u>_UTNmkl~n>{|e9MZdWYx5OuOoAGA
zKkBEY`myn0NJ%mm7b`qWsYv@y<l0hw)tbThEW96?da$ot$fGXiGQwR%m@_E;dMqf3
z8Lv?NH@-CmDw%;LV;flR;dpt<&^ElVsvW$4K%jsg55Nns9rj7C+D-ay__AZ-N_Bi5
zZc;SQ(3h?dQj`0+`OIA{IxNqzXKc@htgOGDou#loaycjn&|D6OWIJJ)hRib0dnME~
zzKO<<#V|N@0F_{v)RnmcR0vBS_Mx<-Y}7}}qE-d14-$6lpS(V<x>*p~0DBHz&RT<+
zsgT?+F5Q-$$DyrP9nq-Gu&~Tx^paC^W|au0a_ZX0dbZ@;gZx1UV7g`>2nzo$cz*Yo
zML51Tkgdu`q}P+~Ul<5?U2PhU8Rb1st9DG{=++uhqZ!{f-IYx&+%{Y)s!sB>0}K!J
z)?Rz()jhkPOSrT;A&CM?^`@BA25`tAUai-nKby<74gr@zX5aw_!GH2MOXmVV5F+3t
zQXb1_Ne^N*>}ax)Uw2hLMT~ZfSeXy~$WFHSF=JjVSy&SFw;=4)80qb5WH_CxK<=tS
z^XE`3wp%xeE=3EQu|+}<7k$Vy<q`O1$h*1i5#6VlCs32WF-F;CnTg`#QWV~2<V#oB
zdJoRpy{|srCq&9OCy)1|qSh;w$uI;f(qrMMbkx*_V^1x3qLHh&$OrhnIVw~5$nkon
z3Y_TIZq1w*NhhpItdnz7Vm3CLuT<Dyw#P^2(~#-t^7Q6r&7R!9p^I#6Px>w|D)yu0
z)Tx98qL+jzm4rEZFssA`K3DSs%|=~Qnu*bg38F40Nc@jcy62k?HXq!-pPIB^e>?Sh
z+qF>PC4G8<)JXm8;w~`Fq*k`TTvKIatUHtC$~yr-&9vYb#?xPS^=P#XM}8Bg%#{Y+
zg4Rz9_>EV~Sm2?&=@oD{kRx^@lIk6<*9Y(Ia|Q>B*@hcWGH*)TjAoNt-PvSv>WayY
z&y)omjL=N05dDiKmE<Q_nZA;%tZ9rL@?gd=TVV#3oImK8j?lN<ZdBOxZ9D#S+#9t^
zW96c`8moVKHX61_=k=s`O*N|tRj;@HPUy2Kq`G4u##HrR*?{M5$5^n&1+9<aW1`!N
zyeX)bQ6Jzr<9alsR$k0E%ccL|CP@|E(L~N*&L$(2puAn_XUv)-AqwiG$}VqrWx(G@
zfU74g+f_?g%{J==F`u^hAdHoUyKW?a%_wnVz;BD*_10ifRS%92)Tik0SgPbyEd=at
zhf6CX|JlX4&q3SB$3Q3l7rR4!Q}CYd!e~>CyItg{^-d;|<?c(=nw0tDELLbS2>IZE
zbZS<pv4n@gHbL!L1;T!A<%j*`g8Oh3mVj>bV_e+~K}GhhDMlu-TaY+vlTlN%ZJVf-
zE@LpF4VH&9zTTZPUxTx0?VM3noUt6mN~Uz|Y{<9nuEF9f$WQJ-qb<_%5Ss2Q=K*$+
zs@E}qUQSMkC#HmJ3wYYKprGFl>CFz_Pd7JTMx4QkmBhjJh`9dcl%7}S5vsh`++eax
zFp-hAZ>RbY0aG&c1{xlXEK?(G$?a+<qxE9SnPyz6KWXV$Wp1T8b?H=Nd?+nZkHBym
z5<q376{kjfS7+;YM;#rneYg~HzRR&+B!{k&TP~ohhu|o-`68gmQS&xt8~)rr*lq9W
zWpD(mW-av%k6Y)FsvMgG6tcq+!t&kz$%s0qzhQqQ>{Hnh<U0!dq%8mN(BF}^UO<CQ
zrgadqIg{{HJRzXh`zFv2!0lci`N;pFNx_<)kxfiSuv5)jGR02*<|Bm?bB2yo+xnfc
z6m{8>^$PWS2RHHD=XD27%}QmvaHM@6vGRt)hT`*rCShCPtjnscz{e6Zoa!|~tn!Vq
zu?+-R1x3U5a_f=7LGjptd^5ZSr)1ridvzMw{fs<IXWF~(?mTBc&#T{L<YmcTCYSWY
zu=bA3)ho?+0<wO0`P#PbSO5S|qgW$IBy@TTUs{tr%xu_1k@ak`&I_OM{hj^B*KoT6
zRE6i%f}h9+e^2W5m^oM4t(c#BzFCcE@?jk*KhvA1iZ*sjRp!BRG1=M~%eWYhj%~~|
zNg88eBA=cU-64E-@CW<R(@I56X;iePsd0Wa9v^;keL`B=sv(d31%peV)xUVR5-@A|
zPgS*oL+#H_I_`*Zx=3K7WN3e0XP2px>Ri>$4!)(A9gGYDgjGbGVqD|SE!(p5ygMd+
z7RO;=JMhUpPlzgB_h<tk^ut9VYD|na#GR)WcMEE`s_<PkWN}zjMvNaXQ_#oh+byvY
zhskFqdm~LUjh=krBGWDY6lmtQC^j8!EHz$jXxf<^n8AREyKVxJtNkQ|ER0C|?+A@f
zryg>D<!y*NXwRDO#r%O5gyhq{m@5^q;rJ-0%FE4(K4|(cF)<vh-}~DS6Tz?==UeI*
z;7rKbpu|ca{J=ZE&eCAq9xcX+#EkOCX^mcXm0Pd&T(-)n<5*&wPO3E3y!MLap-OQQ
z3=v>k16m2<*G&;%m(^I985W{{OtapeagV$`?;|Ot&s-5$Ipdyr96J*{F7VB3O~`J;
zQsIP7*wz!Pq$|rf7_p?La?%2k)Q@LWP}UkX&>@tn{XsN*zRF9^M2y3xqdn}+ZI{cu
z<S3Z$tad@7fif;3wlh^zwaR|l-dNZ7s<U?jJ@9Wqgq{?OIho4wFDAY5k-p5hf`ZI1
zV6knz-#<NYiETVuHL-qkkz;rmvnSSGOUY)#UPCS1?5!NTdSkt+p%?=R2H{M19Dr6h
zm?2RdYK3JYu+m!ofiXa=R_v!)c)Ubh^>m}mSoK{#DaGSxSgnhcak0@ec2nooSec#c
z&1%1+93w1;{M*=??D6W3W<Sd{BMvEL4!2va4iHjuy{B8O%5~X@)mt?SWzw2Teb*Q)
zDeaCF<+UL^Z$W<gtKK*GIt!QFd*gFGN#iN1eJ_M<!ECsyh+#kAi9NiC-!rc*JraXG
z6$neKH^BU@4DTyBl4@*a9%X;4n&MVNeeHHY90(P$e`!027atad5BS}Y&%EYKPxq&5
zZ&({YA#;8a^_~*(u_U~|o498<40>!bq>J-dHW0W6hqB@5IAo;<2UR3x($eKpHsV0B
z@Z{XyUy=C=kx+0$E!ooD=M}Y*4Zm2T6|uT=usf0sCyUQ1WT8kqJv=->KSm796+H&g
zDXdT@c}|jw8Ku(T6!FLlom80v-=P&Zd{n5JrqcN-IoOJ-@P&8=kuPgOUF(m>h2QX@
z5Wh0;l;>YBG5MeGO!g1=MW<O4*J_ie4g&GMJNha1k5LF)M8x{CdN4O(r&umHqH%QC
z;O99=^%>FVMhJhduS2%95K(meMw2qK;9y^6vO}ho9s!7RN(r{AFxj{4pf(6+``E#7
zdc~-z)MKp3!aK+7%9o~$V{d(=jpVHmp7ButXmwpKC2F(kdj0Jbq>nj0y|*t}l9{SS
zEyc!0Gbb&ef;&6m>6-&6{FexqiyH*tny>;4TcCIwl#tw;fPZol`xF);L%7s)_+;Iq
z#|osRJg520#^h0*8aV$!VUr!MVx+8`Q%l^Ny*5a9G`^TC<L!R#@KF*Ijj_h<RSu5Y
z%c--q^*a7`{08zGHF{v4Oz<p=JvIGc-u{>-6IYN=0l??!Y9$Fe4=2)Ff~%pFm5Yjs
zPz0SrZP^eRB*`Qzb9hdXk;B!sL>@oowD+Z^qK|9O!dEI(<rQefzESrGTRG6a_E89C
zBBHBr%%rH?5*Fvw^vk(0{Vq0JI96%Dd>NN-cf9>;C-&LH&`Pfj->xOgTN*K#z;1K|
z5D?g{xm;88t6ZLly>D{(ZC}F)PAYjUThIJm&L_mqh~4}kttJRJmnS8GYcZT6WCFPP
z+twd3(*jHVq^sd;20}uXjs;&jXhpCti$N1w;8OVcty$J|>mLMDJ9N~fT&utT{_>_S
z0-KRK9@0>{8H3sG$}+@@$7V0feB8Npc$E}X2G+b^YUniUsM=+L$l&3Ezny{qwD5B4
z?e2kAvXWtp>y`p8ZF0l7^VwzyHP&g?Ex`MNY-vWZZ55?kifzSy%=G|B3Nc^0ef$l%
zBKK7stO9tg3jHm2M<fOps;jH=O~@>lmZmy2JJx_1ba$lv&C5FpJ9bMs4V9)VUBjV2
zf?Jx;XJ=3?@u&2%Yazu}7jWsc7&dGJ+IWyI`@)vMz@I|m?+q`Z!s9SBbbtKzWMRxG
zX~~KTT!xzrpcD}>n6so<n3FDSgOZuuKb$r#KHGZEmed&Ipln@D*acaptg<&a>VwI5
zVgUX4z2-?;Ywvr_2;Ra{Xo6B-z8WxQU-MyMNb(PwZ$LXZ>`Y7$=q$4c_DcNUyHQVw
z5|g13zSk*|fZ>PF*9|J&IE^VQ`#?7+t6kX#DsgtfxeZ4TH>3;yN*h{QdAGx7`7+Ah
z-0J?C*{!et+N!n6qb%p3iDX<8(&2rnkI6tqa(qKk+Yh-?F}1h`J$KT_8syxp3P6No
zw<n^vs~nT9X&1zTj3<6aN+j=X>sW>I<2&+UIJN={F0XSs6GY{oUey$tThPsAKL?LV
zj2Y7c`Im#0t0!0Yv+J_)ZQ?leSF+WtFfCQ!HIzF4`hrcv-(2#VH@}zX!573NrY+dB
zPA!Q&WkL*i^T!T~?_S36IB7H9dwtAwGl%!NKjY7#qG4}Ih~mHaN_fBU#Gpo$O9fXT
zm%f$Ja90g*ap@JM60WOM*aJ=`RfqXTz#IjSl(zFO?FEom8-UIKI3jH8r)o)X+F#u$
z{f5^P)*7-Co@OP{&Hyfka5GH)GI<Vc8c$p~k>%SopdKH6Hm4iSb<}}v;H!^m;)stL
z?hQXiS}!T<^$9`1?1Pt?UU=xwc-}2CF+04Tz&Os)MHi3lnZm`i2Li=H<pV{m;x+ud
zxD6dMZls=s1ck?_dAJIEHX@QQMVsl&wse=WLQn^#_^d~Q5<%(TT~myh^&c9EoxgHj
zbzoT%k4C>vIf&JdUEVynZ80vnZ8TI&D{(}hwLIsGEI;j^l&Zxon6m@VtGmP|N7QI)
z$YfI|)wGH{;P`)_LH7=x7OOJ(3>cTO6|N`1qOiv07d+*^<61+P0z_f;m1a{mnM$@;
z5?VahEuxCIM;UI-8#G4+4b%qS)<}`Cu#noi$))8!n>YJEHOf}v|5h5tOhyq{qQjx-
zs3p`4yJk}pgB)SCv)-SB>s=Yd^LSKdUNH#sL&0$8(|1Q0ByZPaKb2`#jl)GwhjY3D
z#LT=+Tk>pTGd%SN>mk(<<FRV+hz>WJYPCa;mvABmw+4@CnMJ{&D+U{-g&FXf3YLOP
z!?ir;<%)SkqE<2Y<(Jdd&^cJvWNK^TZeM~YK+F`u{-v|DmAP73y9cTH7jq?N=Py1_
z>aFC5k1`yWfj;+STy9CHD2ub;Q68JKty%u|!I(Q))Gw6Y4Mh@zbedJs9)wL9vq!3W
z^~qZx=836*W8B8|+T8rDf#LpbNt`&_R;?INKzBgvNx<TgX`#9P-EEChI?f-8F`e&W
zGK8%O)lkzEWH=R~Iqv>}i_P-5bm1HTP4j%w;*)z=n2DszToIs2(2+nYCR=rrhmXha
z$=zN)XlZcMykpty0l~4-`bmft2dzebgnDqhR6TIgoP28DzoHyY2_t7VsKgOkboe*E
z%FEzla@#ytvj!@BAM@qPH+i18u1kYMi&R(OPF(DUwS4Zif6HKiNn363_4r<y(iPh(
zzm`_f9+H^x^kG2T1)^Mlf$}|M{8#6(X4!16k3pbgVHvVw$B@Ae5*;+e2H<^0xq<p~
z{TOon5OV!^9sfZ_=u`9$LC_nXVQp$v9)+QlTo(W!`S_qb+?kDo>Ft*MUxR+Jepx2m
zaP!x{w>KD%2m-Fsg8Ls1@3w@<#E&0aE@FU*hl-JlB@KQNw>Jmn5b`Pf9rp1rV&)&!
zYCz#U)|p{!yNX96<K5|wR(B@K%1#1LTP8*26QoSCNu&hXPUJ{7h?CQkIeSe6yu&H}
z7>;huXqhf~oGCSym=1}f`JNAS%wp%u(&sqrU-vCfC$ym==YM*Df_}(>+L8y&DRRi*
zlX$TGXT#SBbIYnS>K~mSo4va0*P_TIaw(R?<s4!Y(qsoO-L~U*V-({>+*KCI>moCb
zXOub4Pkdg#!L0Iq`XM0CAon_L0&JIiXtdN-Rz^JI>C5uDf_u6n$ZxA5-EgZJ6n;oQ
zDAiRSLkP={+mW4hm{?I?aJXUuGs^taE*A%cCI_*x8lX<HXHeM=fOOd1aoBnUZ(|wh
zjSloACPWM#q*l(L$|%FKHmsKv5ifF7MlCv2+a)9#$Vjzqc4QaR!02%Ovv|9qiTMdx
zGdq&s&rx-_It$yhJBm<NMN);I9;FQoTg0t#-lDMvyFx&r5JIc>rKbyzEzW)|Qvo1x
zd#WTWSLiS1I3;ewg}XvCoD3QK_lR=|h*q+**)%l8`5QNPlbc7NY5wz9seCN^wVZ~U
zi_^M=3_}N)3p{SwyA;VU#w>v@tKsC%%jo~tPVyrLqy5F#hZHAN$8%?J;IkkW?5B;-
zZLc5fEf1GWnWAI2iNMy~L?~!$Jpt9<XN{RsqNPO-ms*wjEghH@wMG~QI?>S<q2o|;
zMneaUyY<+61M7$xs)OO}q4|AM1a)vow%HKIRFtZ`p1c>AoO}&x)SC|S^Oh^kQM5A&
za4a-TOU<%#yaHrZ$+^(Ssd9fA6N4X80O^rzYu|8&HNp@kGW(`*CaW;pMjQ*&X{9TL
zxo@Q_W}%C_4?i)to?Vt5F$b-^TtC+^tuZf2#{1}PTAe&FG)`7P6;|p;Xa9I*7gjAU
zi>o<f%Zv;cbiWhjGj5aVM!-d5Se5)RP_Q~4{QZGR<)~*=c1C&b>UjLE>lFXV%+i9q
zcnEfUZ_n87>cm2=<$@xSE{orIeA=5qIk&KQXppbK)nQn3CUcT;=!+=Cu#I*fJyIEQ
zFCwuVuB0hZv85wtm5H&TlZk9HWof=yKpXxwfI@B&S#_&&^I`!Bnx5yW`nGN?QTFwI
zWv}RaK9*hL2<?V1C1Fp7&xSF=9<BMp;}l|jd#it9pKt4G{0y0OvgXj?gV9I^zkjP!
zb6hZL2$02uVWB$p{wXU3k-ItS9?k`^d*5yCfvc<tzjx@=5Ph^ZVSb=K7}4g8!=^R<
zW(cOMF4ze_XtOAm+?vx4;Kf&)R-jsF{pdeP6>#hn^j?g1hXM0HSu<>)m4$>zZyB9S
zKBC4B{`tjf@MlF*6ha&|wK&^s@!!e%Q*ls!F)3pdy<);f1ui|?h5<l^iYHzKcT-ha
z0afX=L8m^u?$lrb?bp9WE$|4o$@J(21%^1;|8_KT%y3THb<CR=VMSrWr{l_GW6Kb~
z#1iaOeT`TcH9j_GQK`Z1#t3b{uzV^GAa%VZBw0A^B>aOcF`O&MHodw)fYo{uvFchi
zF20b#UJVDMfc`j*Q4LpPD@_sw)?T{3T=98;rI%@j?>@X4cDp3xml3$wSFGC#L`6ga
zu;sp4PFqu$l@0#Zijaxvt@{B2rRWS$@Nz8I#<SsCujk*;4vvnu-{1CADFC?p{5Gex
z$q1Le&iz|9*ueNko5S|%i6c5Q15;Pk1@3@+W)<@c5Bm47f2lFP^engz3YP)eJ;EMO
z`z1x>6U)3muXk;u9bpkLm6VO%hM(MCQsy`17e)!!MiA~wo5}i-WTrXYw!Z*0vA<Qt
zac+qNk<VJj;buODgWH;}&u?{jlk6h6_U2;O;y<JvUo}OIyXwaXDz+Irydp9x&WLfI
ztn%^;DsOi&;<vZgi%hfYn#uLQNMH|2>$3YF3>zyn7k(Lrn(EsA5&f97CI}lWk*Oni
zTbu`^5|j5-f^J$ov{B$4h4+ONo6Pcn+TUKya89L20!?QyjVV7lSveSPE!%*LB6g>6
zBqpPO;dOb;l@uavbOaO#6+b@Mi(X>M-W1DJkgq2p)2r9eulXaAu1gtcBCp;l@S#Be
zvNa~VHz~L5udM*<#`DMVu208*HF4UyKQ`45ATIoSxrx@r(9f_i?;bsHUp@&aqkFb_
zFKTd~*E(&Qosr;#p#BNkM|{|dVUL>}xCRL(j-&-n>x(JEc;ySdvKxL)qbV9uSC>5i
zF~b>SMHF>|dndx)J%teN^7Em2oc6(3PDP=TVw#jzHzyb9f%QSo8n}xGrYAFN-Be@+
z<m8Ri*KgxAwuUMHKJV+L9%|m7c09+gEZspw$0hY*y<I4lt~8o=kq*jtMCnPPZAAL+
zg9bNx2x!-f`R4~tlWxy<X?e_U>nE}I@iEKj)8xA%j#TZZ9~0=*zx(uzpBRvk12&Ae
z8wks%m!%6O!nEnW)F*3$Zhs32$(BmAV4C58wiC#urJsHf)|8@Y_?jy0>@ITw7^c+O
z6P3`w__gqoLS$7t6w##t83Jxi?)xp5x35uMiDQgAK&T)iW!wtwBOQhdz9ld^l3D`4
z_O(DhL)2^L83kH4-x*uC8PXT^eU2$#2$xYo?3<BxZfy_7@_y1-uE5b7>q>cN8B14c
z;fDW;d)kOG?jdDtJ$E|H;FXbZoA&jXvdi;!1Yi%FeDeZJPuW8={CI?|t(~m3;`jhA
zN!p;JMh099|5*}=XO6bEV+`rE>hP}Ej#s>jguC@`+s+Y}0BgutGQ97Kwee1<0wyCv
zPv-GdS=F+&<taP|+1H4mVv6>QrnBkEISEO3X5EL^J!)D;fe_)(tPQB9K-G0B@rNWW
zF3uKndt+d{JC^r5ySkUQSNeA)lsm^0ODSnATQYD;jU#{~#y}kVdyE}E8IOmeA7W#*
zd9Np1nt(cY-BDX-V@Oz7!O!YsOJN2hLimE!WkO{wKWypowy{Pqs=;JtULsc5-C4u0
z@kCB_U_gQ}Y4;OQAFe&mI{?Eje2DNO^_bIKj{)Og)wt(}maQQkt%x9iZ}n)t!L0Ug
z)f^ox;=H{4Mp^I$Z6dVvr`t6z%$jGEOZ{nf-L#ZRrHfka+-YUaWgq!6I$FIO)MH@3
z>617WvcX-L$HMC|qPrnAH6Tag5@__Ndf2pXms`4H@nx-AW_Pnp2*|}&=I0p>4`E-t
zM8M>*s|}2jnl1kD2Y3YV-PCs-pItW4Mj=7qOV7!&?H$6_swD+FT+Pv}cI$N-7N=)1
zccv^9lgkDjd#P^M$g>h6Ug>t(N&o)QEaRsUOcstcJG8s+%_-_v`MTF<12I%ilomyR
zt$7Fn<GRNW`lS&VugCB?&;f3%NCdxse8TORHFi?`HNP&sybJ|6dV&8m=wj)+YYwvW
zhWe}3w6iLUCA;S4Yyax^6CYBrZge9aglbw~UP;#4Qv5n~aIl${_4cuD52tdG&hr&F
z%ith2@M4cra3)9yg(gbb?r|Mkmaz11cJ;RnH^9Pr{V+|X`#tP($AKzSIr-=3JSsSz
zwT0mdpJ%$8S(y)Hd5y07Id|vnNUOev;Uc*H4IDa8fAY<)m1ig1r0*o_nx_Yw^&bLi
z5fC1QYB>;58@^R7%}vPuW#l|O3a21VaXWP-bFm!~EcUP@F<UDadhX|cOYY-t`{V;I
z7I{9I=a-TI=RGw?VgSI-#TB-em0Xy<3_ArVJ(;-rop~bzNYfWRQiW{rcNbdvFRq;@
zv5)gu7NnFU!sleubVg*3RIANT?88+ec7~JmS#d7z?!gxY+Q*O6)}Ow0?AMkmS-bs$
zC^>E1@SC186jA=wg|8!cVm06o7ym_twtmFYGDZDj=;Z<^Zw0Na0Q_(mA#b3zVhxH^
z(s?~=DC8>F%uZmS+UW!$0pHyas1l3x@JjyXap{=PF^G?{gv+g**jgL986#~_kA#xe
zA1LUsT)sOV8M%C!VMVa<7jqHd{3+0#5)@$V$zBj)CY8@(_&}FWPo48LA^&OADmgCQ
zaoecU^dMHks~ja9;Xf<NAl<K7@qlPmfPyr&+1sAvzCA7qg;xvi?uuxjH#m8*5FZ;(
zsr(fEmw(`{{ZTRUgfHY*^!<Gj|3Dd1Ibr?kPN;^md=dZrzaoE=cfMgyPKi_u6-sC$
z+;f*MZFG63CZ($KOUcV7rKyPg!o?zi_e-3KS>Ys<vb{MflFu>0sn_-GH~7ViMKM<8
zysdp$Pd0bEsFKELz)x6Veh9ZuX`tH>Ro}VEo>)Gyy5FQXnKEk~f|Z6q&+S0YV`g!C
z-u8B8V(BB4rQl?eclFTmW?|jtuo94mQdliLFfCeHhs}n11<&@i(qw0!{#V613GoEh
z_5x2oSM3Sk7=C#!Bi>(@1tHbSsMSjT?BQgvfx+(a0hv19y{5aJxJoGnJXi$0{J2jK
zbSrFEI}|Yn9p9l{*P`CKZ?;!{NStA{ROeDtn5NjiLUM810&0bcsi6=<nd24h2)dG_
z40sQ6VJ~m<`cu8Tc16n-kD&Zp#9zvyv(Uo%U`vDEORnYDiIdW%8&S)xi9@b^cm=O}
z-UPs)bhFCk=g)vj?k~I=?zt=*g4cjArq5k-+Key_iC+Sxiu6B+NA~N6dNR|Oy>f-G
zu(&UUh5i_<C}Ps_+X>wG&{<dNbH6Kf_|t)Wpn8Pm?bf2cqYyscgWnw{%5&E%Co`9U
z!dys&vQDN=DZO+DusUqEZ9Pd0OXhh#Sne`pbsrnCNJw;eGAaWH_j=g!{75-Ism3Ed
z@!gy8&P(q~#LB79kZ>}r8S#+b-?#Q*hip9AGox8aId5rN$U;a{Yxz*b<is_#tuTkx
z_a_@d7S7+IC4UeVK*v04s$5mc@d*x=g1%|HYSBoNNmted{`5HdUDN>%=i@=ryuH_5
zxN-GxwRu8WU2;x-421@TN&|;<Do)6U!tc9&PURvgi5iwPZt}WmzspEtvf2f1j15}q
ziNH!NMn2sq+BO4-bzEI*Ce7=_Ms@JlvaPha4Xew`ej9$NlOp#Im+%T;+atQEY6UwC
ztPL85)N^R~n^|Bk#L_(YvCH|B_sT)1F`L7Z7jEOm?oRr5`OYIBx3I-SUod{~^jMG#
z$2*^-Uhi(#nz?QtV*~|U(o{4+`sWrq3DMxz<dJ7XP*#>_MM#?kock|Z=sLMv!FrdZ
z|A`1?fu(>-5Kxj-Ige|jjg3|LWWIkqQGkFif%qOlEY@7m>S0H|;UUOO-*2%nUM!F6
zd|2-rrG2=b|L!bbLPCz(sVLt)=n|=5*P43RjM(gfD)-19%yzn?(Qe5O7E#|~xCDUi
ziK@%hQ5G-O*-Tt);z)PY+Hf1;0<Zb%Zo(;Ph=_K+n*4k(?FJ=ob?Lg*ZC{|3rVwt~
z&52Ta(WaIVg1*R_3qC;SN?2Rwf4oRdOu>m-?sKq*ud&@T(z1_NK!p5U&yI45s6~Wr
z<$T=qu&|t>O5U}yIx&`Q70h)#r_UQfz$!!f6=53p)=-=oB@r|;&p|vKGWv~7!eB8R
z6_YNt`?=R4xuY<>I)xk!H9OAVS50c!nbl1%s5?D9l#f>POvM>0E1|gf*h`<$=6TZz
zv_S=M*`rZ5AWv(=*T+Y|@)hal87nE-SBLu-M0LD$LE!UnVu82n!Q0+iNtWakHr$xq
z8cpVc!)2jrSiR&lzKXWz3M??x?~m-RMH(WO8x}X(!nXjsKH*3Xg?_$;y10Y--1B;L
z=YQ`3!!O%PNHD{9Ea<r{b!Gwt!u}HnWG&o)Xbfqb^7`mmr37&o7p+!N4-d2~j;~y6
z6T>_<SzXg0EH<uK{N>A63rfA<>Z=`>2XMzToQOP?E^`=V#|v10^fT}|5-5u~9e&z~
z{?wg}W<sz4%pco%3L5d9wVPiq?PG6t;UC;M;rc3mT9N_hSf;wV!NKnqneV>xiJFZs
z<&NK*(1pL+EctI+tQXnDVx-9%F)NqKjMEkz-Qc`fK{=uvCI54u&&6Zd(noPwiOtnJ
zD^M;`R=p_F34;4%%GoCwBA~`ST@FVH8v|Z|EtEHJ+G0H^ML|tfMTP2BL1(}GF-8Cr
z0saiz_0c=iVw=rKBx~b7!8TVabU26I9xhotzR{2z6HdG9FQXA<-Szq|3n?vnm{(W_
zUCzKD*k60U5H-)L`wNSOo4H}@8vwOFk}*k|!qS>g(xV80s8vSi^*&>-h)*5<Uv1#D
z>v|Yc-%=YQt6CxXBFB15DTf+WXDWN^kWcBg<IUwE;o4^JTAQp#*r}*K(^s`Ree63v
zcb==nk^F|XxW^NZbC)}m-amP{0k&#=Ygqr*whCJE5}F?=ig7hefl$D$wvQ{FyP%c3
zs0E8<XxMvNyCH7B4*Zh_zRuauv%?c}{WHvZ`WN6%0bh>zUn7R9(7;gV`j45q?l5*T
zNkduLzStPqUM{4i*T%GZ_Z5@rnB(=`;Q5+cFN;c^inibQBNtu;_ou4f(i6ZmYYhV3
z*VVnx4}$4jj){seV+wAip{8Wt=9zsobV`3%u(M#v^jk6mx=8QZf?#DC-?tYcYFIG=
zhB3cZSTt`y6*$?^e%_@VpI$~rtHq{neY<#S+>4P}Fqqy*n(b4Y-sjO3+Pes0JZxSZ
zsP4Mza0_{RetlcNgNh~#c_M6!lk>VDB`f&S@!{g;(Two85Lr&$v_%hn*z#MP@;U_z
zPr@}i?Lm>sa*9MFOPmDlNOy`Vaz%W{T(}eAMZJsd=00{LA#lK?CY(;sbl$pp3-0P%
zDI>b9!BAntDIJaJmk%s<oaM`CYOsNu@)~U1=is!sSio9iI6Cm7`L{_e@XkIA6V$(6
zBJjakG}!j*u5@1VsDvjQ=bGVcM5_5ijsJy)FDhyTI<@w~m-UEIBYSeP+-F$CcMfQr
zZTJUL;u5H;lu*OK(mJx32ZPj9`hh=e^cL*)08%1|5%n+6b`ImF7``K(q&+7!!+^=$
z2y?XqvmF^22GZP5t!_)&Ue9Gw%;~vtuExjjLgYVSOM=Ld3PL_TCfU9~zI2cA3VFza
z4#Q4cieO_wlhVNHzs=mZ(QW%iq!(xK>GpMyQV+(#a$Lgu9ErahxKn!3l{h0`VKPPl
zbv2$bOXlGcJfhAXrgXQD?;J1AN@1Q>(OjtfE09BXanQ#5k(VC9{SMfMf==*o@3s8$
zDw9l~FZDkNX8_i-t_oBhOTvuF*mx+Sjn)~`UGT8W&nL5ky@Ffo*(u%rJTAv%@|w5z
zY?dn8&|nhXh(9oFWpfGo(zK2nzG4*BLJhdRV-=I}r8Ecd9B3ymw(X-xLqR_kmB&L!
z3%I<6qn0x(3MC2~VVH0tq_dQ9!WPH$fjpTn!`OZ-NCR{qIJ%&i+sOQ}l@cXYalyPD
zv6LR`QBTa4U#RY#c3X$Pi%X3AetFw1uN}|_X=dXAlfi~?U0aLxMHDs=6ab=;9~9>-
zMmdMtQoMQT%}mYThzi<AfcZlO@oCn8HOA6ulW9rR(w0O5)j0`2csK|OqXhh?+laKS
z_JgX1y>!6hw-S_ad49y;!0lscEfI3O@2=?_y5Qc-3>Y+=7&<kDF)Np{y+oe**vuIB
z!K|kL-yUUWJK2U00eBs{2pBga#~^tyCp38%fgYu%m1M=(Nu>x<p2*9`H_N;_Su8o{
zq>MB|o$+RvIa$e%0KI6t+vbq|-8GRVn8wt?RBV=2(4LH-mr9q(AD5#d7XUr>Qhjq%
zc2uySdar0z3O!l-4XS}OWO-UKqg78kN=@%uUiyef5s_wKWffsZQkS|qoo>}L=;;q?
z<V5=!k-m+O{Jd7IiFBHyh<1{ssu;(ArnIRmO&|!{T^ulag?kXL@|IH?vEh&}%=uL`
zg)qo5>c}zT<9j#1z^x+kpG4@i!S+DO5)U3oRG|kR3sA$S{Ms>zlp+m_`6?HKdJe<s
zwW-Bx?y)&wwz$;VJ?GGjH=@Z&WQj$WDkQpVEAKX0CDs+ddjd#j7p*E2nwvPW(;;8W
zjy)bew7j+A0vst5Zc3d2;^`-jk83|73p+T(Cpe<z+_SA6v4m7G9!Uf|V?Ib8-!V#{
z1_m~br16JsPJK!r98(jXA;@Y!i;7-MuWuYkg7~Q6aw2dG!^DN>K6d<9YsEGR%SQ<R
zufBbwZGv>a9`oeVbpP$VOU(^nuWC3`^UPww0c3}^WSKily^}s=Lxxqf|I1fz*ds9%
z)1jU2&*YR7Fb+kB8Ue)fY(@w@OBJziaWNj)E`0uN4?)8s`18WkyjHcqqcCcOa1pn9
z_klkKaGF7jH8-%@xj;Uf9+FCK{~O-@B>U4VAJc#GpYF>_aMMFO+ZHo4@WdxPQRLII
zg1NZNmU}>W3E;;~#QNv!sM@~8qQzqs%!>5!P2AlY(;Z$(6Lf^IAZ<nwZGU;?gpTJ8
zHegkk?$lDwUi0e9x|Qdx4I$+TGe{vPJHQVRFk#&miH(zfRchF6ZyOGe2;y8Xg$L!-
za=1ZbWYqOr^*p8_h6j*I{Myb%LeIeX)wlRy92XOpxh~>4xRs?BGqpHX9=52~ep0lB
z5#X1tf3$<K{Uw)-j>cqe`QR^eDbwH@7STkB92m)aY<@Plqaf-xqd3)95$xVPgVL|z
zK>~^ww*k~{z+0vsLK66_hTtyZQ_~Q9M}x!V-bzD|;A~RhF#g10_vDW&;ZmS8#|aRJ
zbJ}N-G{!kzZTE-86G{MSC#i5S62M9%rwOy910KX>wAvd983NoFvt1FmDwPMB2*9|9
zXTPS3|EE`l->ieM((XU^PeFBMXv0pgiKEV4J8CyZPDKAuR*pR7?K|pN#5t?_4u%BS
za#j^K2kzZH_tSkhlI$M5zU9qh*XDnv<Sd)hjX+b7$=f5Xb6YjcZ<z0P97tZ5t9B8>
zeIizhES>cz!dC4BMfi;JxDmp@iOB*d=C+v12RojZOI~C9poO`{6xB<+7iZ0~!FRsu
zq&(xa`-^<-aZxe-yEo!*Y=``d9UpH$D5;_T6B}VKumALB=bogLbOr#js!g*nJa~M0
z^l$!GW;0LUgR^)8s(EDhd)??_eB~IWV7^+hvrE%X#%JV~8WeBe=cG``1xWD;Ldo>}
zv(ubIErh)>6?tt%IUz$9{0!}G9omo1H3&()zS9Q%M$UR{>I@GKY~rZ0NeQ*#WLjnt
zjm!#m6fL3=e{RE+)4JU!J21|nTu&M*&Npk8Of3oi@FtBjY_^Npn5?vMM1{STGZ^0y
zJ-sC3Ay&_q_wkC43}q7ms?m%o<e(`@ks~)n|G9&!mlYb&%g{NORIkV}FgBd9{p%$k
z7wBtsPh73EUGOIQf5LMhB7-?Aj)nMNF>M&RmXBZYZ(W;zvyplUuSqH^bJZVlR=nKd
zLVTJtGwkj@Qg?aNz>}C)`3KCn>kT|g5yI#u(Ex%{JY(8ux>}5i``rF)A0X}mg~@u<
zcq`<;MIP0w!MCRv*l)h7Ir5(_(icN8>SDy>=XE^&f4IaO!pPcfwy|`B^r<DBcjI@N
zZ3M6_2%6&j%+TgL%|Qnz2U`VeFBm?LC$vC<?><;p)O}_`;&r~m@UZIo;cZ-*N8Nce
z6B`@E$4KZf)f>3A^E}$lkd+yX8@644%i(8gNjUf0kVz#t;n+`DEbzGN-R@#XaU{5J
zKq8{7EciMhLJIQlHTQ{8{D&o;42zARuKZcp?;iB=xysB<9Y52=@>|N_$N&)|NAM=d
zGhdFeHzNZjDp}MI#rf?5f3a9IhAiX&UUK1iK+;l!lYm}~Sx;vCUt)q6cuiHviiPp@
z)M@qp>ejV0ZPr--B;rcFqcFfP8N!ciFt7x0saO+CVF-^3Ft%E))WLxF`u8j2YMj}2
z1)BbuvkL0UkV{g1j{T@APn{Sa6XlkgFK>6qtEsyRoT~FCcKmBhOiEuL&%7N_aHh1_
zV#boe5_@F)XGdeYUpHX-`sen#FRT{2K^HRm3pC)Bf{<6;1187XeS9h@tDV`;%yTY?
z0QRsNzCaw6r~F2E^jE?w-=68LN#}A+OjPr><_D@O^{|2??OK%)3LlMC@~qs|$6<!d
zhrSAVjD!c;p@+?e?-AW>-mfu2*vNI??)(KnbKCYCbdAjNJlBw9Vn#HwnS1B$Xn5`x
zgeK#&q{AVKm0S<%bQ<5HL}+i`Qov|SAcuF$wdz}IM8WF|b~CqA)F_Y))*W<TAWuta
z2|MzOfu!ySXgohZcv0kZ1eO|Z;y`JAR#pa9*G1-0ec`03Wph2RcMM;I{PZv3kfeYq
zY{ZkJ(=?jQ1XV!y=N(=|*z5-ZA6sdIYr$l?d=yaTEo4|h=Qvo~`SJOCaq%Ii!zCVN
zWcuz%ktE5+hAfH*`2&zTVS<0<y$GYp=3ul;k7Z=F#u=q0kxIm7%I@4CU)O>lq0=$L
z*)?0q%R4>wHK~E#q4O~moqM3hT=rsZ=k4H3@*rFp$@kz`mvkn9`E+l7bk4zw$l6k=
z0a%Ph0>9EF+32!KkCdxNfY~a~%tHMt+G)IFb_Qs>cE_66*_D-d_B-R=4alqBUL0*J
z5FdS?yR@uZO!#om)TE*+6hDLi$0{6T%GA?zw@SKnKsGh$%iYu5yKUbaSi(k6PpoP~
zrlh=c&qL{YqG~gtRR*sHXc9p%^Hr~%C5(DT>e;(WGSZDIKfRjSH+tx>$t3sC`vZ?^
zo5-=OY?&}4TRr^FylyB1{PjcgvCd}+Ju}0Pr5J^qlpN)k*w?+8K!u~d>Abg8Q{pk`
z<aqgBYs6ivh#>hu_8R}8eA!3>&cT$egl?Ksc*#q(R(pall@Y^@P`6y8@Y8i$dSLo&
zcf;#}StLF;)DH=D6rZP?@oLN2F51<4Kqy(%1PJ%4Ai~(rKlD7f9=8c~(HW-Oh2afN
z{)x>h8Ww3V%^7S?6Ar$f%afIAqY(8ngE@bu8j0#COD(Wr&L&OChMH=W(>YOVKJd5)
zH6I4)A7LXv8z;z_T!cbhq%Q%Fl1w5Lqv7#$T?5ML`4{whNz}wz$Kw=mvZ4Z-w{F{t
zSL<s*gWJVjML#?>xrD(^Gx@uMLZ{tkD+~ibhF;aR-xc-NTDWuroj;{V9+?&mW5AsT
zD$}1?XHiaPa!T1<*l(BpzTvaHPnvKceD4&fu>jUecKW8Y#vTOnzLeNRr<}Bx+QCyG
zy;qe`Kp*wxZDc_F$H8A+i7~!){D<a*Y3EAH30p04ho9;tZT!t07S-O?HQ0F@5yhr@
zM95$OZI!;RES=jHfURTpx8md*KMW*=o%P?%76zxG;1La8mhXJrt4dh_!v&D>EBJi5
zCV3a{C%K8OYBTiG1)AfcQt;51=TRC!q&?JVLKhqRA+I_?xV;@yg9rAB&4H0sa4U9C
z&Hz9F31->El?4_<7Eft*&urKH-d+mfYY;Gv8VX&c*SO&_<n2m;;9=iO)l(oRpc_&%
z4YsZ!yXb}f7yY~I(<s6R9y~0ds0{dS$x%fS?$&}}2!gu{V{Em4BT?Wb9vq)fPHuD`
z-JpCHtptxOoL~YyZMO?vY1$o5WZ)`p{I6x~;q17gB?$hb-1}8G#hSH6p+mSG-v0b=
zo8;V{eAl87_wmTyZ?-l|wc$#;{aOHxL~U~F2PSL63*hDj{6Nt!5D|=DFlp;cEmOHa
zwcamlw%%OwT!`B$REI4QHm0-?f`xVT$CCSsih!;kOwU;%9J*g7TdB@&2$<V?f9hRs
zkx#DlYnKcRoY&LK%y5Y1XglX9K8#SCHNr_T9`L|H3m&^$Fly>9cdoi1W)HxP^WJIi
zG7@y~I&{|kr=S4NYi>ls?24SY8IT~JddmAOnu8x~px;hv>Tm1Z?7WUnkd{dWX+RZn
ztu-%%as9=-?epWc$wRfe9lxr}>1^8WZLRCWdqbb13_K9J8NH8c=+xY9kTwlb>mJ;a
z6@$VSI|bQ~FE+u1w1@WG0~&3YAngG_XN@G}9-V}s<f?vyoW*d09mo9woj*=(G%2aQ
zFs94w(be`7=w=^Pb-wiXd6H{A$@uVY<kh_omW$1BG1AW4{+;#1A&y}5uz{|c$98+y
zaMV^8qbk3M1^^CNphqj|<i5beflp3KWUx82p`8Z3rgc5mH~q2To`+)dd<+bb2np2&
zvLqE=3j%rVpEhLZFmejZvTxZIQl6Gg*Men}rWH1O4>tT_-RgWKJPu&#)jN*6xY!gy
zA#JpNq^!smvUEN#Z(*LYscMp4Mh25t5Lf&-Lmtzp?7)%!n{Q3)#hg41P1@E`;wZyL
zd%yMGF3(&~T7(u2;PaAwG&c`oRTJ-2*5Eex51fn^B3^VxK&`P*F_e|$wFz$F20Huw
z^7ZXG4R5uQykq7MP7KCdo*G}umxRqboqqpkmDr(Jw@B>+1{1iRbgca~i~g;B_YZg#
zYZ3P#MHl>Dk@q4qqp-}_`t5C>zG;q(XtDCGij?TNzZ&5d0880)_}3n$qBy-8Kjlmg
z01K%|OIwcmEZ8%><#A2TDJHo63Qri(!$LHGEaJZX*+_!gF^d=CH!y8t4q=$VLZh{%
zCfE>0&cX2wHu9KXKuE@+>q;~(27Fae<GSOCS(YsJ07_A_+TwW8(VYF)@b(~vx9oua
z+i#P%{km?v(tM?Qcs2iB$MpDI%ZhSx5Xs0vNp3hk+#k#Qo&Fcl9TXvKu*u3So_iRz
zg)%d+@VE*=B+>l4R_&WwaF|k#vX3ltnwS?77X5APPV%3*z%qcMwuT|diR?U-j1@(0
zo^uVDH?7fTohqY(Yk6x-v+8h10}4tfwWgzKmzwMPyqxw9TdEQ8^xln1OVuud3<7=k
z97~FHas<UsvJp`<m6|~1VUsGiEd%3m>b}ebf52Ojb28*ro#W;8?xiuchOT?_8<bTr
zgN^ii{wDUE@bk}{wnxbAjecz}NsSP&f(@%?PvP;T$yl#eXVC+>SLc6+rX;!BPC^|^
z=)BG1vS!W~q*G}8qp21gO=)hlE&Hw>w|+(?f!bRGw^gq;y(gE(v~@R3juUdZRq^J>
zr-}68{Jh|F>osc4X%rW#P(I~{1+8!2q(~V(M_RK`a8)l&Nq>uC62LR&Jl&X{R6$T~
zaRt02(;M$HWMasPB(qf<SLeU@`yzKdUz{ymUhyA(>NDRU&GP0ad@ccY=iRjs5MQBM
znh7F)ajdM#H_;m(?LWrRgjbiD{+ToRQJ;H?)u-b}Tfnp!ue*62;%8;4O~Y;|$V0Uz
zg&0(yHzATHf6^8qZADQbW*it;P1+!VB6$20ujhw@B-7Ffs~ls7tlpO@s^h$=jg!ru
z$?4XYMeEyBZgGzmtcZ;@8Buq*ngT2)6Zenr|CN;fjz6Y*7p$hID(+o!1G?`I4=?6t
zk+${Hq#Hxw>=MwUBv@&)k;~4G$$`Zhlg8vGClTE}rKoUI91EExzql#(7RE3BUlpho
z8g(4va)a*IC#n5U<3wfd4t^p20<98Ab1G|NfFQ`}Rp}Sny%*%BXT00Ag)$G8GTD?&
zd45VQE`EL$^Vtm4ZG-+7<S~C9((y!;FA+@(8v<fqSo~hfgZpFAuZc`9Ye81KOy<N+
z-{aSt1h;|W+Y4Zm-(}3`2C4Npi@F_%+^zhtKZv?)v{}5}t{X1%xnC|$H{L_taOVH_
zq)=3TfwoKmbJ|~SZUUX^wXUqp^6`inw;im$+??j-lR2?M`7iwrIIjj;2r;PRd-$k>
z_|LAj=+HoI)Y=j0b*7X}gM(QTg5W~`tMf4BtJQ4)RmG(91$xj=rV(HhX*ay4PEIjM
zg)l2$UPY(t`VzIvJ|M0iAb#s{L?q}uS;bL%q0~n*<;5RL4KT~pdX6!|sv<8yCamuR
zO=iL?@-ds%lm%jec_y1Q^lhea(Wr3Kk7NJSyx_iIF=HCvz9<>5_kj#nb+T6er0EBe
zAS48_-zyOicG#TQN?VK~0G90If7~?|&quS=zIR94O^2==a^(?$TK6bY86n5VrD-tk
zxC5U<q2E}&u!DnGtPtZwsE9VpRe|;F(cE6cRhW&HfFc`ad1^n_>x&{<CYpQEKBzw8
zhap<$oHM!%(5!9Lc*!7lugw6QvD$psq!%#rVG^QX|KLzYtv_X3Z=<@&uB4(<yZ_yL
zbNlx6&BGZFl8A#pjPZF*4sb&vB#~dvm<H%s!28Z&vWm?07IgmRqK1kajiedw&VON)
z_?tRPDkcXLrc|?2j3uHSK8R|ihymp!PS#MDpP<@soL?u<K}19C;Ba-~U`wt|q<}pP
zLy+1&aeA^<m*jHQ7k0LOG);Q0k`@@@Qn9m&v@8ogjtv-v^d}xm=S_;XS@QYD_O)fS
zt2CvTPEBhJgqv8YcfecCP*bh@F3X?1hoS=<&Pa_FY_fzzJ*O5iITYAnGw=h0Z=^LS
z_Tzl3+W<70fDa&ui~qwSS-+ZITK4N`Nz!BTqe}@HKt6|og%WhXf&+elkrgxxh(DKS
zDO?@L)vIZGm;ckfy9g^j%_@7!*K6_i0*$bDZN?ck+6Azb_E$njws|^W7hFUUPM2Ed
zxz`&@UYTsdcjpAubaIO);?A&%JZsH)sD`O5`|6TYJmK@p_~&4f_z}8oTK;?9gOns4
zH&3=dL8N&6-r*uriCS0Up~b~BnKlz5C$DjMJg#s)x(0!6k{Zl_ctU}USbdfuB%H$x
zbfhDBZwh?BO%baEi(xUP=4Vq&^13hbk21n|0tqEXh*&#WXOmcqIqe%Fee5Atu|G*k
zoXp?Igh7&DFgZY94sT1CRR=f-Rk@POYWe1%MXlEQ6$%JkieHtKw|Y{bSC^gq3=0l7
zb-faKQe<$GY_I60B*w(0#7&qq3>m(VdSYhQBg*2<URg%r^Nt<FB|r*wPgB_2GpBS2
z+tl&+T;L7ujdywbdZ{KF3BDqK^r52Q6}qnXI4CyzTQMp{g-4E_7*hCG!%~<nM2`p$
ztuTb-T9VHv*q}bOipR210spysT5dD*Q~Q)3{C^rO(={ZZMHJj-?#{k>^U42P?Fa(6
zVju7)6=fxJ+C#4YHOC(ck5<yGcVR<~Xn#xN8a8Gz)W=p?N_Y~LH6F_<-q6&&C+5p&
zYjl`;I7E64>Z*RW;49Ua7LA#T0#PYtl<f?B=R?@&@h~}m@Cw)w=hdAwuB&!GfwNw$
zOb-k*i9L{Q(j$Kpr^d)3PLcKp<v~n8Lm05BP_c<X9jc{RK8ah%(2o1;xuqKPSE|#R
zT(ysPM4{jHI_N(ses$-~cyDiHd~>6u_t)rWNY)%Fv)HSyY~2Tm<U-e|%PD`2ZJuCs
zC9eqtyc<QN1#UKX0<!o#-4Cf08jIXPMoW@_PfCLZo7#+w3s@J0_@!8w3YlV`kn7Qn
zTpU%6p2AXvW$YTgZ7^Uua>cBBqt?)2k%`n$p=-esQ|q887m&@x?F}3jY&oqiZe)z7
zbC<**Rr|KZ|Db(_{>J%9Q#X5QQq2-`uKkR{+U+e!3iCZLtZr{ye_TO5I`+VTeDs4o
z$~7tY=F*F|f@yIe9XnM{CuUjv&C8nl?J}%m4>#+Hfd0nH^JHsneb9!#v(>1k;$|ZM
zi)c;^c8yfBO6qVi?%t)p%?n41OB>8@uw|D4lRu4}-kv_<G4Gcj#-gYW#@mYDX|pa<
z9&&-<$5PP#-W2n!(H|tbwrvfZTB>q$4+VP+noRwXJ7-1Y(Vh8P!WtfPDj9HHe0B*i
z*Q#AdipbdZaNiyMH79u)b}T+7vHqiXYa@JTYr+B&1e3O3bxn|7$8?_g+U{GP&hKtf
z_HWSk;gOHwk>NzHsZ6PGIuL?)^rM3N>J-Gg6Ji9#5mDm1A#;cY?LVt4@9!UjavX@X
z{}EwVrj;&?upd+40t8}<HdgAbfMB(*>*6t{v?RJA=l^N%t)k-Uns!kV0)gP}P9O>H
zE+M!R+$C6}!5tDH5Zr<XcMt9mAh<h?26qVVuqS!HcmMn1AA9ecb8gNVgN8+~)xGAL
zQdP6+si(enzS<U<w0T)g9(W4rq^=(?Z?u{r;gp3BItP)@?SnRh>c~n{j<|1YhH2_`
zjaWYKP|OL%17owJqX9P^rYwV~D4>`8Q(Jp<u<OBHQ5oI!W<fqz|0gJ{ibAdH`)Pmo
z9OV+=`DG+5jiSOAOw5MH675_*7yAxa>QxI7Z0(*Oktqm@b(Wvt%ZUq~oORbjPEe-Z
zHS9`Nsl}ABze!S4Xz`A%O1>J9u_awWV>*0E9Av~SIq%f}Uhv~^7=9T1&~%mEwGLJu
z9brMCwFCjC-5_0$@p3ejUWYf3r}Ctn&M!CqB}ntZ@~{!4xtWCQu;3&jkJd~jsii)g
zJFs`!UzwGCAH2EW@Q!A4Jjwx4L<5cCrPDx!Yu|E_Z1fgAvhF3meh*L;Z+?bwDYt)}
znu``GzC(%{n*w_zZ!v3G=FbudY&5lD<@TsT(PZeLY1fpGCEJJcq)42^@D{<@#s<jt
zR&GJ(JL6|$zk%mqgDJJ+R&1SKgFO)HV1`^-Hcmuewepw>z&B#h7MCIi%+xscX0}Ak
zppo;T#gJfVek+>({uR=!gIs`@D6{upEbgn|_VKhk&duSS=Qfqlp5tWGii4q?>@{N}
z`vzv76nDE`1Yb7Ha7DM`H>sOiK8)p)S)<0r*S8RsW!{h#O)-4A6&Oy;sE^<BTF>?O
zd}JbMynhEhuLE=}3NJE*7HP@lR0EyDr4u$H1V}@I?t?1NZue?|FL@ir;NUxE>g5D1
zi2kv9CM_9J5Qn2WlFa$|_KkCN00bOPU81($uN74!K)x21T}NwnaBK{GrNP9pPRrY9
zsC^F;Awhto>%IlX4DEZ)wJS$OrV%p;Vl=Wq2Vl!iz97JfbY!L#=3+)u`L8kWq;JxT
zvpL7$#I(7#Ev0u_v>gy)K5?2ky<zm=rz~WuT>W?^A+<k44DeL2xL64zr+40p8A*hw
zx<3rR(9=zDRy))b232w}sHku$EwML64j6N?6nXL@;SL6^&&4ULM3dRp5*=*)QdfRw
zo(+!#)y%KpCpTrlwVx_&k7nf;dxr?O4Z!nZTjx5Z(c1~np$@=D`Zs0wJ;<Vc_|xJ;
zy@gh8G)S+uz>Sh;>B{oinDc{k1M>`VRn3{*fg`LLYFgg0D~>(2k`?y1^-ikN#}K`H
zB8k;KS7zax)~hy$rV0}}m|DRfsS$VkS<^bV5zx$%CDH=@&~sp}5S>f3o5zpI^%;Cs
z{ey;?gG;CD^~C!+W^?Aei&WT_?7F_p+js7;(PUsnA2INcikjWpLdSPr-R^=)lnE|Z
ztf_ij-R@k<cNZ9{s)*0e<_8UgBfM$8D*C))WL;G~@FRWxyo4w$w1jR(BMKQ)9I(7l
zi>85;{#x9kFWYRvuhWFET-3yMLV3SCTd~;fe0=$0D(K$YA~;&{E6ww#K!r!%d8=rW
zsyS|*1m@>MGBX>b@aiVzPES#6Ym>k48QWYrZZLfB^zC%e{9z?1UjzsE7C&#~0)$QJ
zn9-glwCa#gGP_6{5A3H6rAQb}!J@#4Gm?^f4#;a4A9)R5E2_rQl3hR7N}7}Em+VZ5
zm3P+Tt-m5LZb+e?8_aJb9}Ls|E;KDZdByqk{@2dzH%B}NTm`d(KKnk~1c@E|;MdRa
zHma9wS3%ip0g&UmmJ8>3za$tmXt$p7i4l*7aQ)Y4)<7Z)2`0Z1)#}m#yNv)2T{LSV
zrhfrF9sk8H-qrBoL((UqPi+Rj?<Ee`KmY+js`mrmqUfC<a4Y-s!HX7+F8_*3mOy9g
zMoS5*9dDimJ&p+sxx(>kmDJ)~F#6S-yQA36CySD!!*rb%mB^ypDV!o+6z;Q)Q7|Es
z1H~qluU<2eR)q`Dh+5AWWuE*z=x92g=X|4}-d(HRVvhTWO0l$Qe9~{iK3j(iA{l!Z
z7*@6~_s-H^2j9C{x?>^xL5qhy{YBV0YV2wXqbgP9z=XGNDUHo9MxHbEcII_3#bq;7
zL#&iOekHBYj(xK)MT2$Tq$5&7N-5BcPmfzMUEI#=n=q*Yr?1N~+Cqvg_R`#W6wANH
z6zvS<%yTOy!hlmDY*>?-S6QS7-tX-}-6|@l?c#uX%W*7At2_d<;2kyba*GKWO{ORd
zK`1_oIPzGJYMprRr?=6}$+FpI)KO_^U8fbq!NCj0*^QF&&IUDFE87S(c}OuGUq(%n
zvBy`H!(ivoPC6cL(nLFyatB{;&@Dai7Z3oaO8V;;g_K#nFAC|idMmt(dXBoO7($lb
z^v!4mo{ujbIF5X~H!z$%4B}Nu5C8JvFl9yi;glVu+rvD9n*X96JQhPkd{C3btMasM
zDdy&|^ljwj+oIGz@$i`ZI?^dA{SZT<stPH!&N&v1Wz<nn8CP6zR7$4t8%>vBA*m7l
zOn{Z;7ZT;T43W{8#z;=Bg_ay`naQZK{WYS7cku|;i~8yhPY$VGd#xFbPUSl5-QE#3
zUEgv7(xp%L%?tLMga=-ZY;2qI*1-Fwgy7@~!n=`Puvew<AvoHmxBx5>Ejq8xH8UsC
znRxP@SE+ZKP4#<eepY>n!;JGF4b^yvLxSq}?&4^E)7Xuu*wj#(BJ<#2WA@+lbQuZ(
z;qqi8BwntwjYn0^BU5`I*(p}u7HuceYfb<D<WQr^e$n5D(KpCM8UcFfb?7lMIT@9l
zOb1eVq^XHb?ruG>g7uN3{d*1CUlA}%izCDPG1})KZ3atWQq%HC$~i=*?oe_JN@*3w
zR8>*4p3K*sRQA3Zpy=K2GOtCl^S}UfSI0AMEoV7-+q>t>LsFYE57*p0ZrkttO*17)
z-iR|z9y(4O!H9>5aeXDDmkyM@iI8X<&v0~dJUR8b^^H%PR%VP=j=3C&7wl?Avu(-0
zivn>QzQ;6P#iy{!#Z$<&iz4TkT2@c1*lX+@A9^)@o%c0{%c;3H-f)v)6$8{8k56Gh
zx)8UOfQvjY+eW++XRZG$!wsgS2s$VMUY_ah<vtpKKdoNOxq0-@<p&1~^tK5o%y+b(
zAqCz6IHarXp&j68AoOq{4weY4JYlWhgiWr$yHA#qBGRj3pNxX_28e4AN@_NgK$fu}
z1fXmB0tl5>o0A(KkN4KI?nS=d-c_9MyiTbtf)78=_SBFH81Xn`;G{SxCD^l-e97(-
zWZ}ogV|oVUsW_PY9!{zimK}rIdkcoL@hYmTt35aQmJB-rP*l{^UVtbZ&<$i7XLkI}
z3!>j%DV?>~o8x97hKz<n&A||{NW%+@Ojfa^6<cw#K?)eh7J7}1b3pL_t*IVvA{?}?
zlC7sln(C#%RpwI@)^XcHA@Vn|Z!?uiIamu(HPPfcR`*xUhON5imOBh<{{%&pm}o(!
zUPef<5&{}lWSSUnOZKoou06aoSka^YG*ZMuZqZ_ZNl;ZO_tgug+hr&3;}rcdqLA!`
zlMx!ho7#w&B=6;|s=^-NCI{Hf-F^Kh$nZe6&o~?hsH*6rKJMt}h$Ck7ET+qQeTicW
zimb99mzkb|+W0JUlX;ItrJ|Z%U+C3%0*epf_$H_uobp1}^ZtXw<NCVc(J~r(vtHC+
zf9TMW^}}2LQ;83>4XM?Gfr7z!d*{pF+!P&`{bY9?lvAWSRFVA>(Hr=4DL-f^2OE)x
zDXw^O$|s?(c~BXTkoa>`g}o^m?U=x>Yg2v_645mT!<QnW1UybXR_rl5j?pPm(stgs
zCSp)yQ|g$g)a>D@mrxdb_#rfiOq`L7RLWL_Fms!Z1I5jRvcl2nxB@Lb9RtJq*|h%i
z-{Wcb?E3e|@jUixUxCMjr7-jOFzueP1jTwllQpEhf<KfKD^(5ctXhtps|L`)bk0G=
zE}vdSz)Q8;R2Xq2mM0A)pwI}&J%J@8tSH1(#m2U_Ql0>0rtB_n4)z>bE5@DLl4Efj
z({O#P%ENs+{Ob@%<XrotJ+J=sn74APb}?YS_>I<kJ3U;hti9W2%z6y6sro7=9Rfl|
z6aL7$TCr|Zp1;U6n$DD59SCypJh4=;+Yo&T!?yViU>WY|PvXDn{{iygAHa0cy+Ar1
z-E5^px!I->v)uQv3ysEb1|7lpPOhy21h|)O>Q2rgARsZ@kk7A)6H%v@Rzfr?|E7#O
zp5R0}k)<q@;3Q8;BTmS|Zd`Pq%3j5^`>>|+&Sg#s2S=j9&qL6I32BN+@^ao{nCnmb
zq2A^oo-;bKKg>t&eX9mr*b7esEV1zyUDmS7i27w|akJt{Lu#Ws3&MeU&q4kX35g&t
z@6Dep5xj+f1w$&jVL5SU-UM=V)D_5uqW;{c+DfyTYtH0Ys6(!jV9_@owvYtfIEjXi
zU}EG?@UI;<S9%6gzt+;#1<M8pAh4MZ{ElzEHMzBWXfvCuu?7Wf6t%SaqNpTFC;vQC
ze**A6>fXm+LQ+2gDOZ`5e4RwIQ%ICwQk<1rks8oos-?~UD%e+uu$_#=TaleemYZIU
z*pyDb63&u8(^44LSoN(M4rQ>2N>tFR7r~h;*1Ny>L>8wEqTlPnQgYFJ9A9{yZI&Gw
zmn!O>gcR8EqL5YOz$}xSgqVOtfe{;ygcy<Jjo{7nK3>LyZHIg6b?ZZC8;OMLMqU|K
z#Y>0j54E~3uR(QCuiG`ghru+Ti#Gr?=g9L&N!WfDvG`^CDb9*Lx$uwbpvY;g*00R7
zdmvl+M}1|fv>Ah6+s~@RPT6G50a&sIBoICD$)&+9pKJ_2b3CiC+|_foUO*BSH%&?n
z_+if&qCP}hYv8HyXIU{}hs~)R`-wnnb^o}4m4I1=AHm7#tKHBm6WKKFU^*yI>4$oi
zq@pCZd!f{<9Ic4<p=Jo<#eLe%N|-XXrr}}uyGM315Fw<zZ^(qe&0oyy&$|!v5>J<R
z0N$um=Nov+0y$WW$$JFLpIrPT#;@e_a9q@QdA>l6@iro3H)-gm<<#_OG~H};dWV!E
z*sM_on@;A095!@FHg~kRr$?lju{XA&*oXz}X<GEuYLe@bOj)h97}J`TyX<a|pG}8L
zVMHy|SOcnrKkYv@TTW6A|Ez>C8G*!`n>&!v&@Fh*lIpq=gi(tVB>GhpUTgKrQ*f$8
zyZbZjb5T*}7wNBF(8_-|xWB!M$B~LM`4ZQqwqu!`Uk1s{$PKzq5(obPu&d6WYUdcZ
zKxjaRRi|OO5tp`ILUBTvxC*<9>f5PPa~sj9pdMC3F&g@QL=gOGH)f4avYI||QclUv
z<&~1Li%eP}=ja3~*Kf`EIn64129;FM_|cv3IJbsB;p)YiWIl_xJ}W^K<H}pNg8bmV
zvepNBTmBnPm}JtHM6|oX4*Y;{ukZC^UdHqw3%SV0JA~|^n`tXtZrHZL3|7JO%8r$F
zT*5Of7t+%rC{i*A($rS_<w~iop!EsL<211&@mZ`md4(%HHJ}O;6`@q9zv-q~g*iY*
zl_qp&;+%Xmi@05s03raSNfz*H4qnYXT%XA0ORva&Z8J|dcNZML`Lf#tS;IEfwVUv6
zI>+F7Q+aa1H**!3a`b9%A+0{y&2p1U3UeW)x#>Kw*7XWa`>1NC8{hA((PY5-{K@A*
zfbwv8?{yd-k_&NkIUQNt>m0|#%45mcfo!KYL*H>b9@SL6hDaH2H1zg4?AF%Xu+G2E
zo_+Z~lvQo~r<sX;!w*waL#cjzhiP7pH>*&OPm*SMh42iz3n~-Uib~@H^<B;uJK9)H
zNj|qlwiOnG$1)GX&(yz^-+R-3iM+cS_6hG_Z?~wfFdwB%^*ok3K0d~rx&cz&adg5r
zY784D)op`-7&U6-uJx(hJCTlbh-6a0TUe=agy$kvweAqh?eywS8B0sr5(bj0Drd|F
zVf~L;#v@|Z4?ZC%c~J4f@y`oJZ^ziNHN{MY*8)rue-OW<?|xQBkEI%@JrEku0iojQ
zl(Kin>^(5P;{-J}3T0Z;cG@k-9#jHk#KzfCt@*mnH=Q0P2tuUmcUOt>9CJKB=+gOI
zUWKTrPCSX!j_kZ4YfVmc$P2rDD%Vk3KwZQ-r6J*tf*=j=jzU9;_gXNKUX+T}X_Kgc
zS6O0mn|G%uDKJPL*iYmAAt1jp*UFit^xNlGkRGzkoSKx49ZoHaIrCBo75gtzw4aG9
z<UU%c^*PYBSkoBY??IisJQwk$8;qy|E|IBfUVXeifHdP!*LTn)E2AM%z_z7()GJTP
z=v--tnvZUZX(IqI{d0B}KY*;BvN?s?+W3QTQuih=Fw$cSqcRcdt*YWbdI^K+I;9Hv
z5+_29-?K)qUMMeIuOfL*Ck4nU+d*D9%jM{g6@JoZU17ry3SYm-E~Kt?GC-9Wp+=lE
z>>%U=ep8GgPB-q+8F^u)`jgLL34<|4Mq12IW#So0#@(lNdJg96V}!|tA&}Rk5rJfP
zTM|{()kkA8OfN;1x+#stM4c_D`dRZL$jr_M62a)^BER8(k4d+RRk-rOEjx)mOE*{m
zs{wy^=V*LlO3J~KR?b?td`^B={D&n$Xs3BFqK-iHZq;m$tPBMo6+z&5aHmzfIrFDX
z48TjeeKfv{gc**CuyCJmLw)XAEF>P%DJyM(2_XOqAtx$vlcte8q?n&;I}xH@t!TZZ
z9eCM0?emtMk`1^q^{<DpsPn?CgdB5ZRYa!_k^T&z`E&rhKBAZs@JsXGLnYiEBn~>+
z+k@nlRofSxMXVVR8H`H~WWoBzw^sHb<iSU<+v$M<LmGQ?SOx8d!PwL+^7}V`;_$J}
zeInC%vzmlgDZ0cVHF2yT7TL!tX#`olI@$P?5=mO;+De7?L{&f3{{RN`Kx`%StV>Vt
za$#5HJ2#oW&&E9K<4$Lnvm_}}=juo}yw9=91tmDs9V@eFv1Tabg{t3MN&&jC;(1wC
z2R3-Qo83`W7w7A`W*-hriuq-VJ!`T{uM7`*?FCK1I2Re3g`}t&cXS{iS(k;?YfNc9
z%AdI)@Jw541=qV`RPua>=*L&`>1>leQRBd|xw-xT6r#%=_13<3XabI6bC{ia%FpG-
z|B&*2+B*pwhDQk)En4|-mD*wdc2)W4+DlW-+`>GkB{!-eNu2Qd#J-4dMR|yd;w^u$
zB@oz}*2ay>uK`6w8F|VY_H&?ylE=d{2@xdNMJRypTQ)u~5LAtGZ@AvtKEntX$D(X9
z6qEn)su4Y!df9#!R8ys75cqOBz&>A30OVkl_IDZQw;Odhg((7By*~U`*e#?&P&m!o
z1+<5Nc~C$$6aNCYItlQQx%}y{y~SHh@R}S<wq3EkUycFAX;8KG!^9E)@}UK7GRuf#
zo$nFv@zmoF#3=XZAnGpK$P;r9HqN1b+;DwqZLMc);(A{*Xpxi79U<1gS>b$QVao7|
z=!nuFvp(7@ds~O<ap$UKd8!6InI1Bm^y4}@-)(d|yRvq4*=hBtg#Nmovt4_{jGp_3
zcsy5NAC*)|Td_SFo7!s|CvLQUJjkhRKJmp{Pv@HXXqFd~5-(+1n!M+!n|>|?u)+Fg
zhsxvZnau(KGVagE2meAH1>TCl2E<Aebfl>ChzlxYZ&L37vxFoK6_ji7696=pm6Gb~
z3Rtj9Z=leX=Y-S@E2l`&8b2X*{ryC(Om8qoLC{TX4v?bl0Gisz(gVH3!zb+2Yu@2H
zU)fc%<sIM3>6b-ZYoOZb%29!gy9t%4ag8NeYSxA#UnSOGFNUmuX;v}zzGt{Uy^1?|
z{+68;X{?vNuPrXgxA%a$kO1+j<5|PqrH3c@?O5xw3OQP_KFlo2N?tq=^lX92sN0GS
z3MFS3@37!pb)1!wc8*F)l?~v-aj}8dywY65Hc?iLlh9I|70YTItS<3fJz2_X?v;68
z7{cUp@xbiRcFGa~$hq<&OL+8$0nDPCc-8~^Q+u>0fLSOwbj+G`JlMRFOwUP-tQ8;~
zWzi@BLFFGNrV%`WwiQ^25(On+ag0+YLMoa{I*>>hoRJ{V0#Ks5%H=miX5ejWoNhOx
z8Cet+tF5h@%<z{mF~dz8t)8P8oTi(pHdj3pQ+fDDqIMVlx~Qst^B4B@{=Unf=O-{;
z6!1#CN+Jq|8qu)P;z|vM;3%TJ$(9Cm|J-dn2kO3rVVK7?SQfVL5K*wh3HDLJ0D_D>
z`~b)8vCh3GBBZuD1GDo4Jy8g>;iM*QV>u6W^dqG%G%1m1H+NPuKR(l@y85E|Tz05e
zF;E!i;a1Q)>}`z}9boXL<`)L%Rr@t01%UMWvwGg0Lc$|=KE^G76ON?SPE!KFkz|sm
zr1MP-I^bz9ZQsi{*qNFd(7WAkE*1KiztV$8iH_CimEu*!Q8T`{mXTEw!)VL3u;6ui
zc762R?@01c18EXCH5QE8mVd;2TchS+cx@vS2jprVci?;`F*~g11KEAd4qJ6XiK*a4
zna^M_icIMmm7D>;zZEn33ZBA4+|vEALXQ#wfU8Rgogk3i{_^X{99Pm$TNJ5r5YA5|
zmfv#&VDAOxhDeEV_Sxhn#B+5HoU@MHgqKp8Kj`%@EK`bZYBu86Xt2-aa!WtNH$<?f
zTCP1Jm9(vif(wlX6*AlAQh(nyfb4(+k5gwgTMfa&{pncrKX68rP9G^^CGd&{7Y$Q?
zQW;ij_V)ElV&~V}R2-jSf0_vWCbdcA$#aUQ20u54;Nt$g;Z6!b<&nYoATAtX{wfBt
zQI5+%UZ#16)7v*_H3<o7>wS{^I3!I?{Ihd&ZaW2e+zuPaWi8ilwzof&MUx;t4$yQv
z)u{z0s)Tu=Wo}DNP{WS+P+CDQ*y`kVsXhHXS^}Y_-ZMo)4GF8F#^X6q2@a`9WXbb~
zILP!Q>V0LSBJt~Fr7;9?lqg|*pIS79nE0t{wOJwoS1rD+Q)j?@ETdnBrcW-(j7?J*
z+N?Ne#16K;tKQ9+m?kE0ASe=2d<!7f6_UeJ-BByQ5_j4+DyRs$7~#u|$pE)fitWL&
z$HO(7R<cuu(|ABE|5dd@jCw-M554Th5Rhl+`?(SDfJ)fh=Q9}7^8Mq21!K~z>(wzO
zBQIklK5%W(bqkSAR`%_1g7CCXSM1JcTww4}o=nBn&YT6NTy{`2WO_G!78J?&Xcfw7
z)96BS;cdY7k}Vj-8^F$L_pDoVJKcOIy}M;`Ii)DT$YmCQ<B6$Nu&9c9Ayf+G`okbQ
zysqP2elrRW^B)4jV$MfL$h;<Sv8srTjw8=HvFz$qf3FNfnclD8@F4<5i1#v*{_o#y
zevU3KF{!CTV>vQc?RYK1N~7y!+}A+dS=corL6JtsCy5l4^Z9k<CZU9cyGf7>$4nhz
z$s}ZPu-kksPpe7r8XI?=*~|I$N!)NoT@$j0)-g`n{H=g@QeiTrz%r*K14TjRIY}yG
z1E0s%{?YOY9D;v)=$WF?H)IVtn!8qL@#ax(our(?ODZ}X7kT(Z9-HqFM&bhb?*;P2
zuNn7xQQ52dXC=U`uK@f4(ZhxGANa-nYMy4JovJ6vU+#lb+={lDFJGt)2S2X%40f;8
z)#&BM`xX|mPgebU|Ew^dUrFwR)5(v+9&^_ByhW0SkvNu|k%?R_Q5!`Ipw3`-RF^{-
z|3!&eL4JPj;Pg9N*L2Otfav2O)GpMLs*iQHI>?Q0ZSTo_KZsCx0JZ5JItTA#-s_Zq
zSE<!&f~FM_VigThcR%oExW5K2`bVc-GijA~JigSJ_KNAcf&I&6s7It?<MUqgY(BOy
zH?HDaeV5XD()tY%XUfOkK5EtM2@lA8RaNbJig2)PF_gluVC_UzGH88z%}Cr?o;W}a
zB{9y;i&l>mgBD|geD?l%upP<?Jv@A?s_Ncw>KG80gsVj~cf{_-?Xbc>7`6`__S7sJ
zD)5Lu5@g*2IX|>+aYU`z8<i*7)$JuP;0~y<nT8;S4ElobmQ|%ec~bdIvBthBGvQ4A
z4Y~HxY#4oif-KE}*HQ`p?dL|jTy7T40sJsbX<OP+d9-}iXle?A(3urLK_G9l89OpJ
zi8l->;n$R#EYJcOCrbAN^P#R;pMhKEb)u^0<bD}uL-;;lZ~42`Ij235?#Ic0?9)5|
za7KC6Wpt@Bj8d3IQ%tLi5?qzWlfKU|N($fTE~aWMe=~D61{)e<WYWTd?cN3#ix$$i
zgF{3rvay>jr9?D3a_nLh^V=_H76bN(66}~Y=z;ZiGzl`f9n+;S-H4_?$fe>3;<Qb^
zdrX>qivX3O!bTodoF1r;QT;C99KI85kwi52$JrUHURa&kk9xUkwpUV)hKVU8nxJz)
zlRp`bZZk@m`(7TlQGcmBqV*mLxDu|L-V5G#N+7_!b4}tix3&WM)~~kO54gSsbek_d
zKZn>lBKxl+cwq=x6qA%g4QQY{zpU6Pq%h&BK}{AGOiXyGv3MeCP~%KIi^AFRmpQuu
zI{^z}Sc0s0s3{dq3}Ot_zt`#)2<fpBv1mIQmLOSGGS*m|>gsg+*G!sr8i7Es=IL~D
zD85|o+c}cc8TMNib9NODhkIj`O@;0H66<&N@1GQNBAGbIe1JT4?*PucojT8&)m};6
zZjrWM2pc($Bt-k%$3t`;msdWwNnOrpS_4~*uc5vBXjW@o+G^xatmR;1@9)|t$HzVs
zH-9|J26T4y%7Loa7a<b^-;u4(dwt$IHd8!*>d#-|-;`R{4|q*P-QS7cJYBQW@YAis
zm38}@S?(W6LIxaI01Fz775kn4WAuqxA*9&0ZFN7B7QN2k#ivelN(P>wz3;NYxj3v2
zHUuYe@oZV1vp7)46kf+TTc2&n(-!i2F(@!sTZNt5K6=oN2rxDBIucccpEL5#@*dSV
z|MFtuYt~H&rNP#G8-Az$Vc#D|jDk{P8}S@N$?*cg&-kZ_odHKUL!fJ+5j#F}qMSyt
zDJaUq*@#owNsKk;=U)zGmn7fy<v%(?r?4iK(ug?a9Zx^&{;}}(1Ho-`k5XcA%q9<}
zj2O35wvonk`S)9T0AIyZ5bGHj`YObA$({M;jcrR+$P)kA^I3SO3kO~j<ITD#su#M8
z2P|&+rp9?_blE$2rHMQQ$_*GjXW@@Q20jG0*{|p4zv3X&@xvW)(eBpIY3q#s(`PA<
zwH`V0-te>>a^uhz<(FAzlr;O53JPUxeaVxEAx33oV|(?gFU!gq(E)eR==^ruc-=Hy
zikwr0<LEH$L2z+O{{2|Y)$xU3_i24jJo`P;KGmq?x25|Ph1=WhB}~*WEQBchr^_B!
zBl-gVoklbhlV3pkrlO0B>}jE-8ei9hBlBF4Kb5F2MtcTxl%nx(A8u)OVgNJ!Ws@b^
z!8&S=%|l5garQ8pABw3OX~M%;f#W7@P*ix&rK&3SuJ!i_I|>eiv%UgAXyb64&pUa1
zB=tRdN~y^zDVn9^+s6D^7~O~b=LlNYa#hT-JQW+C-@qR7?A$EG`gCk+N6uWz;u~@T
za<1!XGg(aUS3cSg6C#D7#Z{IoL3H>&-xMQ-wdqK#OV*flLZKFoQ|~Z!DE=Y^0g{u5
zUG5zs{1GR+gVh7#n{ag{?KxRXZCVlmuTwa`SF>Ak__E?u+mM2_bu(q&=C7Jarpyj{
z1fAnA0&)5s-5V}9mTn_wgWbX6NqeYOsBqlRWQlO9@>&~N%)0HK_7SyKg@pk$9h<ff
zSCz8KO2wP~99%C|IJC#ver#@haMr!M<rY(mq+*RyOxQ@m9ZD<C*s&t1-rRve%!y2O
zKqBhFfJ#Nhn3RITOODB)L1P-sAWTHDpnwlg`9S|h1&L<@rX$e5Vrru!M(x}*sn3PN
zm&nkEU@6^&bu5vKv%2*1mZrsl&i&!}$JvPTUV6mHNPl#qZmSg?(||Rpr*9zL*mM*f
zP4&(v$-~|w|3w#`U1|M46<N`r$M^c>LSAK{S1bj#R>t&w*yM4z<>#ojX0LT#+1|_G
zLMO*Z(N|31-gg#|%V19<ST`9+P#2fCp&5Qyg9|_83p0*%z3q<x%$!7B?4=nuU-L@*
z$UIkt9xD&PWSe9kKLP^=UCL<ptZ7GP`A1g941R75wMQkp$Z7RlyWf2mQhm1`lwiBt
zYjNA$aq@YbRXK1*A4lJr?TM<=S-u^0FmVV?KL!C0aTrrX09O2VgoGCE+|cjoU(-RE
zqTQzBoaDLB5e?+Rgh2mHJW(nxBz%+JNi~_y`cZ#W<#v?0<s*U*wdkwDJc=1P-1#Bn
z-1W`(oLLA(lfK50Ae{^u9<dj{kpn-{$ZZrpi^49&-{hKiEPef*zR;!9kx3Ut8BxVT
z#+<AUP3Qg4mo5%-X!^A7Foaz_n0s31zop71M`es50_f)s3ggza{3VGWMS*ciG(#zn
z?1q}yu3Xev-iGai6O69`Of$N&(bRjKL|Q5xR_x`DXHQ8zZ%L*5Ui9|JlATe{w?+&k
zbEOGcyCpu{w%H<F!r~*tle+FP-tPoSFvDFV)YPI@MS?n_ATlyML^5?{mZ@m`C7>|(
z*-g<#!<6A}Vu@+)Afx<`*1nz=)`z{eEfGbrpsq3E%op}53SJ{*{jjgmM?ae!O?=%-
zce+lCU%$Njyv}N`GAd>Rx=Z`l7~{A6d!1X`z84ns>mvIPLR~feA1Dg9!UTck&6o^V
zwC!UiEu48tDrJDCJH>Q>1y{kCAc4N{&gS{Eo5+1aEVvrOk>iZHeSOZ2kk3frPL6G5
z8A^67zBzPpK@NjXKb>A1-(X-s3qVl;Wxy(^NM&f;N(McAcYcHDd@%x@lKb%Px#}dt
z#I%Pw<S;X<HbR(MmYgu04>8n#(t?5usN`)i*)&~gJ536Z?S>tTYf!D}dVk@w{Dr~x
zy;CXfr+Or_leHxu-%Lj$3I&fQvc@)xj;Q3o!4!^zzZnCn6LnutYMgdnKh3i&;L(=w
zQl*Oe^GB@{a-eb?Tmd*0DQSo0EX3dB&wl(o!^D~8XK($Sfk;Xe)%))ES?&%+i;(RU
zJ{{@!AzB?DeyBJy%V#V+k?3cbqTdiK51J5@I|?_ciyG3Wv8{i%6lNBdI|k0Ms*WC_
zdD|Ey;x4H@9A}hG2Qcg|O>ND|&F6Bi)CJh8x8mps!dFH~Jlxq;NZT{ER2aNJX+3$b
zN{$|i1n^x|v&>r78sleuN5*ngY=jvDhpSz0pK=i*k4`S<Wi`jo&N^G{&O$7<(|hNn
zY+nhh#73!p`N%C|Ek{+&5w_>*pwPY~BPErYCvg$rSWnD<`P(#Zh(7aXi-7lA0y=Xd
z3vbNN;`CIW5c)Ji>OFD1ulA0S8nPO+O61~HtZj-32J9jlQHcFYYZ#QlpgC+idUZ7k
zw53WM=*9bBg2(IxJ-CY-3lk@;puz_E+Fc%dyL`T%MscRy!b>>vWjOiyVLaU$6*v1%
z9^tMZv(}b)!}#OtQ+@PdP4>fv7V;@}>x7>Ncw2~1HI)MSg~*cv5v@#$GqpoNw;P~&
zFDOz7nHTr{DGzTNL<*(zwi|1;`WEsHqsFo#i8=Ub%kI-7h8NF#?Lf7>P+U6k5FE?d
zPYlt7L6NwBl-4fTglKFgCGo|Scsze3E#2SiQeqIqbP9_H#|#|^-YzTB2NO{izOlnd
zPW~pZ=}vmqSXi*cVHd49&Tg#wl3oI_x4|4GBAV5ZCGm$gJ&=ge-<^q_wdb!b%vD(Q
zGHf}+$<d!9Hc>ov5WYmgNTEV_J5FxLL;6&Sxjqsw9>4mG5vtSb>qWWMIwLiRL0T~l
z3v|>o-y+{Oqc#hv?j+tw*h2BF9&fVU5SiDh+I?uPSNsdQ-Xa)Zm^_zBqjjBmXK%Lt
zT$<Z#XO_14;VMbl@t)DZiNn$)!&NSX_gWB;Vi3zAplS({6U+5f$XZqgZd`LFS!kQ*
zLrABbUXZ_@>^wbwpF5n~HSh(5$oNnKWgJa05kLz7wEpSm-${nd$)LcDp_JSQ8}BC%
zoIa#Wm-82pe2bMph2}O|As;k{xNn*Mn0x|K;#4)of4zPT@%p1n8so*a&H}}?F4lz*
zf;eSR66SRnp7Hhr+sQm-#cOngXE88<&Fg7fHU$-5%EQG;+3^C?gFn`D`IFPyhhMb!
z2k)%vEII6dDpZw4bZyY|;nH^**H_7Z0LbHp{mCGUHwvoCPLHq(cB|$AelE6+Z3bPl
zfi&^n0ZMwc(P}AjbOaizzkMn7rDOef5kQIy-AwD3@5Tz;ZnoaPu$6g^=CdOhDv#GP
zRTI*H4h%S;(cdUcDY{hzpU@UUERT`3hb?N~tLbHW)O2N*6dZgDa<_c?S(qH(3|L^`
z0Z;)(-K^!FJJF5c_NY~FMM21i0BmD@&MwFZYf3?6sLE+4Y6?sB5oonxMKap+C$so=
zY~J4#7B0sPUoKNo95gcb%|DF{qL$*n?Y;SEX7)#a>5^>G&50=`m2pb2E}AWnE}vIb
zX1&(}7z(-lb8LHOrP!OF%u~3+D(Z8%V~D4Jryx9g`q>~8VA9CZWi4!4Y*DtM5YIz8
zp^e9kXI@w58D4-NUP**=*Rzyu+Q2pq@}&n4Qa1z&tbtFs<CY|KPd}W{-QFzSezLJe
z+t!4zv=xR-jX}jUtm8NJKs%rL7KA*`2m@(F-o}JO!3!p0-b+%hlE$NkgIVgw^W}zh
zQ?P#z9`VsR++}CXpjE=mQh%HE*g|3Emw#{gpW}K)2jf~RXnP!kwxa5p7Mj@OZ62?B
z3#v_=mv@t{f>+1pNjdQ6Sqcz?20xw$<-pz}Jzn<spEBm-B>MmA@pv`qPthMH{kSz&
zP~gXyc7OGsuJA=%X~3?C5IDzwd<mvS<jBP9?JocAUC?bbFi~3n>1*<YXaL&%r{Dko
z<Nw$CA))jPhEdekmgzCDr-ThBrgZryP-vh7O~|t(@a4bFcqVH>vFpeStuR4yZcGs-
z|EcS;&{<NuD6OS6TTPnu&wBX$n~<$Q87Wkp%DIu`lO*-iPq~n3d&z%if>b+4M33Ov
zgfjo#={RD)w2X|~-P!aLf#%<SWVhr_PEMXz{rWTl0(V--%Kw=Y%)NCRBDe-!p#-<b
z@vWgkoP=RVH@&^RO_wVnuFZM?et^hnJ?lTW--6qL{hv7{OG)!3l7leJ*wj?-BT4Pt
z;2yM+$8ifinah^cE=7_WQ{gSlpDRz8BO{i!wcH0j%%xZZ_FsaOb@)bP7&^%15wa-o
z&pDWWWusSsHqASZ%W0IT;WB9b0+AIdJv~yrGQ8x$fd2K&va*PGfv88H(L4<%_HXyh
zgoxsDVLsko+7Y96i?+bEaoex_3bGV<)<!L{N97wragNc}iGI_wX1YC=^Fd2ttkmvo
zVkm_V@!8XFad9h0u9u?`-lE#tL`==6n3I!}x2r<;pz?PHgz)d`;Xm%lpCf!t*=V!C
zi%QJ>seiqJ&{pCj9Kg5-VbLZC`P?Uz{d)G$h<@|+x6xNG(T^;@1X(!}STUeZyHlNq
z!>IzvUy$%B3_IZUJoY(A-M1+8T$jJF*!CNh8<cAVFmMru8JVSsd_9zT{N#W2h7Or5
z?@h_tnz6LBbbeV`>(o1pe>>XfpZEnkJG)NRrObbZ>`!a5WvbSnL0j(_6e7;Z_;?8q
z4?YEfGi-Rj&y5ESyIN>+{|;^t@Fvz&SI07WABFsvTi5LzY9_V{`>%|J0~eipEZr<t
zlluN=ni;%c-M0Uq!q&GOq;>s!Mw;^f;@Eyr7m3D~LA&NrV5z7!|1Xb(KAjWkwO8Kl
z3SMB6(CapwYN1K|+u$c(C;l^;pSFDyMbP}WjsH&`-#+Xw_{gfBk#!$Ut5S5A@gy*O
ze_<b!42@WhNI-FU=vlWwNSuzsq#>Azi`9mwOK$zDp<N2Eq^ZpiR%4Z(#c9x2(blJL
zUX4HFyFdYLIE9^AW|cX-yB{@<>V<1rbl|@9w7N+17^=T;f_il0ksb2Dd}2^CegXqy
zAcL(50|PUIDTWLF)QCpG!GKe8mAt~-DxmaIVWISA;h#INz&V5%DNSPs2ZvYym+fG#
zay>FCS_N;DBh#2fHB;gvOGhJj{NP3uUp-#$KfbwRMSiE8CtuBrN<(h?EQ6T};R``|
z#MYKM4{<ogMdE~*vw?wd^qO-cgZxu)$8vKBL`hb5;Oh;yuX-E<ZH6#8dD<{np*Y$u
zK>$VVTnSU_E$iCvm9Af*<k)||@7%7VtVcePRjhX2K4g-GS)7H1<+~0u<-a#eB(A%A
zd?c$NN+j?{JF~~A{cC9G1W^Cj1OyN#Y+1zt1QA1V^cQTb^|Cu5&EO(txAK24295d|
z_o@QC`6EZli%e5iRzN_&eKW<yac_p@?zo>xT2gYv7Y^xk=0gMoh|KG?7=_cT&9tKG
zYE@WRSYD@{Z!0S+#o;J1VeGU>xb%u*VqcPylh00uh3EtY_2|@!M=FN}i)Lmtin2PW
zGlpLBIq!|A>wCRS8_vtmf0dJy0|5v;d)^c^i9jil!5*A814TGEI13Al_a-JeYQ-9c
zh8Cf4Vz{|G2M1FPPP?G2NnU0qWlnDH4hWlA*w{=REHtX>>zB2)y=BmE(dmz8nqF-7
zC<#YK@=uC6KDGxyE*w0(-6?I`Nd=+1Y~4oZ-p!MOrl$FwOXfE7p_fQ_j1z^bMc)z<
z@>^O2RaI2X$8+T@tgI#`3Y1Ik5fCaz2YPVGye}zyo=oJ{Sw4|fRa8uO*c>WoY0*<s
zQtGHVySPBpb`!8$@#nOf`5C;2VovX1FQ%)TlInBs=5;d2mBbmgG)mieG$85W(O6Mg
z>9p2^F_^+PU7Y`;$J{Ktq(lygb2TTYYF1WOji_pZ7AmCi)ARGff&!`f`g-*g6>23l
z3dpU45q^M?k<qJiu1`k;UzZNm<>bOlhf@dB7+ar&I*Y?U2e}>&!;tQ9k|Z97Tquhj
z$;YlhNJB#dHZpu{bhHte2?nc)F-txVy0*<{arXB1?Fq<Oof@XuVDgtWpC{dVw{8q3
z=b;H+ej-|4f)VGVGBGg$n(YJJRF_877sw?plK6+>$7X;u0Q$V~0w8t#U*ph3mk&s)
zsl}m^@McE{UP}U%HrwD-#HiPV-{qKqAkIb=78b_qeOssJc_fB~Nul%jUD46eYah8M
zpwPz&YVaWutAqLU7nZ^+US6%(*x2B&UzsT=iaFy5g2KX7t*nZpV`7{x7F>2yJq|_z
zO!He}B1Gi9h6y{HJy20Vvq69w>PYpu-p;Ew?!_eG{zyI#p8p3W()d6E%R2%Bg2KYW
z=%vF}3lATkR=5J@(NJf3<c^VCxnyh%jEvePZ*8sx#~7%RVbsH>4kj}E*=Cwg02?XI
zr_ljPL&FRUOG~HAKg$_`)S%iFlKXnBx~zQYQD#rO3ZKh?3OV}7Y_;X&$Ow7abWwOX
z>i$xz&(=*CSV!P<%IfOz)Z2k%-iq4V$?hH=46>+fUy>dl_i{C&|L~%ys!AomFh4I(
z0$ktVc~voaWaz8NW`BR{wm(;^07k2sQKv4Q&1`5Z(JXcJbbEZ=xv?Z14a+|%Dv{0X
z4F`wQ%)4mQ!K54>hYgMIq*<N&wFbOEq&WInfF*W$>B^u}r%1$QqvGz~@aD~%(~V?X
zJtrMa%|ue~OG6~gju%veLDbeWKbD0eEWxY?28NvMi=t3=Dlm@j+d1(Qv$KWw_uen5
zsm*(%U%G=3a^3G!c+8!pWFLomoq6wm(|@GL%N8vlL>}eO{~}Ue2GfK0{!29d_org~
z``5=tvm{EwpTOj1^gR89=<e>W^8S71%|WAr%e-CSyiM&R9*={A<F$Z*?qSQ#fe)#=
zre=Z1VY9l=-C2BZ&=Z4|WK$;?n1sEC#>Q%3R&;iDf`FnVsHxZBxE&27lB$+gVR13N
zs=9j74?t&T2jom3D#?3i=Nd{%N_uHD7%V)x3K(?LMwi35j^&ZOH1EP#I(3W1CbuLZ
zpO)j36Q@7F-@5UWx;5*i2zt5C*wHGaPF$UAt{=IcF1Rec7826m-rm+~axEwII#sH!
zsnI(TQ25SG5#OJ4e}A8`IXgSMW?w(Cupn?czdfE;?S1FI;54mk-?-p@wI08IaZ~ny
z_5`N=6A;XX6LWJ#xw$m!8yjH6b_)0H?Ck98bsA2F_*8Xu1+28e${!mWTXW>)U}jDa
zBz2c0^SLcYCFRf0&Zfq}#qDDbwKLn@*?Ir=?dOBm2k*(LsT}}VSC^3q0ftZ4T@s7|
z4Hy`IB``OA+tS~^e=j~iym|!WpB@nD(bOHx6C)$(9F|j((Ljsj?(JFeq{xGx*l*v=
zKYmoqlTRUZsqwlwhfEf#&eqvwfz??JAd}WhExLhdWK*3Xc-?mmFb23lkii%N=_66C
zZ)%#`*Vm__u1*`#oz>95%R`JRaQWLWI$Pi8PSv*QC_p}yzhKGxM((q)u%Dk_!^h?J
zy2|R>+THnjhwHt{;ed6NXHS6&h#TJ~zOaP-L;xloy10~-lsz}`&fXreU28%Deu+-~
zdoV|iUHJ=3OQ&Gb_|t(NmU?ezR}L0lwbzaFU=oK+R8&-7Z*Tp^0&=eG)s4{ny=L}9
zbJ^12G*twDW>ZsBQMiJvEb;i}GZ?x*lTTp~vIy8rUr|xLQ&m-caKo4sV(J3lZvlaf
z;^}*4RGJO<tsWs;^EqsU0<<Vl^Bg|+o?_zSI}t+nbsINb-Q6<RH#Pd|RkgKfbDQUL
zw$tDQ7^dtZQqYjq`vK5Rk3#_k#xrn!R5|Z!aj>)Z?4A{7Wxcz(I8>LH9~$un=tb4{
z@1ui5LVzI86br#cv6hjSSF^S*;pOE$-LGA;06H{D(CeCG$pHWyrDbJRfEsSnD+?##
z%e`3g@tF|>I+fSsy!d<%npIQ72_`X#fV+yv`Ck3K&@&hW*uQP~&f}n>tekav>ezg}
zQ`9#wpyKV_(sF-oxew%<xlmw72AC7TZnoW`ETaR8VRCvpZ?Z_e2&^+VH#cA?)NOc(
zi;9{bE;fTP0ckC9iynsp)(Z_zGlI1X&dI>ke-x2tyVI6uJCkpin5GB0mOKT71Y!Kc
vsJLh8Fo3N1gy@g+-xzBD8yoKbeCh$#PDPLf0sj`|Q9?<H$%~eX82J7VWhVel

diff --git a/_images/7fd4a6fe5a00ab01f25b3a2b761fe49ae291523c40b46bd499b410410a469d72.png b/_images/7fd4a6fe5a00ab01f25b3a2b761fe49ae291523c40b46bd499b410410a469d72.png
deleted file mode 100644
index dd8986694f766f9110145be3f7ec787b1163b557..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 43695
zcmeFZ2T)aO*Cu$#NCpW?kem?^5fsTFA|e?iCnZSEIY~xDKtL2EXON(P<SYgd0m(Ti
zIp++sw*NoV)ivEyQ{7!PRa0$!w?6OXoWnkQzwcU4T5p7k(tScaYCIGQMfgBoRt<$h
zPlbP;;$p*psrF}Fh5x(ba!=bu-QL{A-NeZZ^~l7<!N%Uj=9wvjo0*gIGkd$6ymxqS
z@Gw}qxHveA@bTIHUoYUbce3E?ySmN@A9Be-UdI`QA~r$(LCcrOdxk<4(ms%t((rh{
zI^pS|uGuQFX}@3bDCzUk<R^+8CKcUKvu5-TMKqmYG+#$K9oqY7R8KK8nCiZBHHP0t
ze^HOuF|D$RH4^XcaP{NnWhq(OE9vA4Re}?*g}m1{qNQ0_IBlQVbNWbhw`JWqm~`%b
zRPN)vF1Db6DMcbF3xE2*WOq%VnBY(CO@0qDQc}`bjw_-O;o;%(<OHe6D_HQbm64y5
zVFj_nk4Yl}TjJoy;j%5$50IZ{8gH^7KUYQGJ|Ssnc<psu+(+M&{dqe)Qq{<>(+^yd
zPZqPHW8S}idH<Sc_Jd^!pF@6l4aWIcgSUI!YGQb}?ln(m;eha@!4iYIn3$M=%j`-F
z!opOxqZQ9ypS`5JOKDK+vc;+V=#lN~Gg4C3&Nlc^nmU&yvR8C>LvL9R8n2Jn3|CrH
zrFyT|u#G%ESf9Azu{q6FkQ^RvM=Uy^<U%tBKXnnIJ3iQmmI}f)87eUlU(s*yb8HJG
z9Ikcc_PaQl%5q-#bw$ieQ0e{cUQ62_9Uan6P6D58$L2K~-PUwj*xCOSl{Rk2+YXnZ
zMT;MEc<n8R#K)7rq`rlBvcI-daP!WctN2vBUnU#8Z#?}@lAWDx{PXRN+rGzwsOb&=
zi@O2>0zEkosgQ5u>FH@W77c%a-`@5kj(rPm4-+dZ76vv!^PB5>%Pxuwzf#)bIn{g0
zEtFlBeq&|HMYUd>O<fEe6fiQ?K7l(u@zrf@H00$=0*(X)0vaI#DqeluD{K-ct2b@n
z`ks7!+0tL2?s&9qCVFwY<8YhSb@Z{OCWXSohrZ{R0#PXBdtURHM&mK4CC9?TLIw2Y
zDL?5-y5(^=6V}`0@2_k??{~;3;<g&jsh&ICPGuCV$kv9>S0BLFbo$$(Y0CdX3@$V@
zmihi{%|dEhjq?Kkv)?Q}yS?{^E1q3G-_4Vl`N5v{<>QlY{MLg!X=~hET${Un%311p
zN*+r&i6k^Mkw-fVCzyX%&K4vtTHfAx;;=q`M|7`W{rk_KvJMXXslNL<K3nZnu3o>w
z!`E-4lTN(xJ6>YXkO?Ddt(x-V#tmesp0LX>YVvE%ycbzN2#eu$PlgOmhDCR(w5MlH
z-f8o54Cyc;x?unFowUkz_PclW7U2cW{_XAUsjiWcks+yK-gwHQTfxTVBf;=R@D8T@
zn~VkC)h}0Q^B6|2xz+L84D*|eS34Tc(TTW_h`6uw=-0aZP~Sgjx-fvx3UZk8J@6c;
zbDC2?F3WI5{QU6Gzh4QTG^K71A4|$Chuh$NK)LExH{=|jkT9oXe|ospT4vIQncOwc
z>0CF_3ST|=IR?()@q1FziGtxjuv<o9tuiq)_ZB_oLj}k(wZt&Wlv#9NtJddD+Y2MO
zik_mh;5iOk2X$*GVz9luTRbv~M)>%&?(?twe2$+fcd4fQPOe|`UcGU;-N~n2?{Pzr
zI_j~3Rpsc;1qB5K|2xIQE_=TqcoavgRqh*;@`{SPqU)oT+$iJe=I4fcx!Ku=V%KW)
zU)^}})#Dm>g2KzIH?ifiNF^>#%cq`P=i|HY<|cH_XH)8Jm$~wWosQ1c-+g_KGp$(U
z6ciJicbJ)K`y3oddu_kZIhnvtTpTD$9CD4~<mB|YI6K&yaGzon6PvJ3uCBga`t32s
z6Eicjl>HHSbh}G^3!y87bRy(;-PgY)8u>-Q1*F3Tim%X$dXQ|??-2PN%~1`nxhdDk
zGHvM`9J?72CV%|+(Qr<;m@;5vOZNVK=G(W2i$2(neMSXzCi0!oCHQa6-op(H5T5e6
zY~Og4JM{<dMR-KSR^7|+MWuG6jCB0^720ClygpHP_A9H#dWbh|nltXl=^(3qja>Oh
zcxW?!f5f2z$}PHE*W6^d&i4Lx!t;%WZJTvJ`r2Dz`)iq*ndvGVF$oDF-Qp)d^BN`B
z>^lB9)=i)SBrcA+7sskfr(AWb?0ox9VDnBOn>Q3TFIIzLH0+yWo|D-~zD?L-#w~$Z
zhItk3pB!eSH8eF%p!jLmII)T!PGg8}eYu=EcXF^1rjXMbN=TEg!6i1Qqoecack1k{
zsm9~S-g{n#)edMVD4x^q$y&v_Xee^LdnsO?5#jmRrCThuUE0N3KIcaZ)feX{P#cZY
z{G-M8uM`#*Zg%^htM7hZ8>=Gr-d}C0c-Dt()F-gMwJWVCoSd9QSH3?LkY^z)T~XQD
z-cGVfV#@1_DAud;x;D1vW;0Ps0X<={zaVbPcGpYHYkw8_S!Q+hu!ZNdXV2m)62kLy
zo<y_v+Rmq4oU+3&<Tq|cHFc`1tHb-Ar`&Zn{T{;@^?7Qe>EfDDa#x-xl+lB6XX2M~
z%=6u8(S{9PGh5&2aZo?s-NXqarvKW>*Yq-4;{1wQ0r}a<!MCqbG+T*Hr&v%)gL*B$
ze53b&IasXcJ-=Y1*xTFdaWLVI6u}DHF-qjyLG=oJY~)LU7s52{wlm+=mUh0&PCzeC
zd$DJ95dya@BRd=OTQvQB6B9<a_3@EKTUI8kCFqBCH(^Z%!_D_Sm{@SH(co%7JD7?#
zsB_Es@Zm%6e%-S^wx+pmu>;!mnuTjW(<JEK>gXQ6;n^Y}!y_jC)*6Dp_48)8F<hj_
zazS2Cox6Sg{-`x_bss&pOj+32OpkY$s(p@};xLs{l)`czCYttU-aGsor%ZD7Y6Ps3
z*{1WACaa0{lDc(iEiKBy4?00~ciqzK>uKRGRv%1yZ>^Sh3whm*2)Dx_%lLSoh=jC~
z<jJ>J_jGjLO-Vh3K7Z&D_1|va)3^S!&F}yB+JCqCtXrMq?3YW`6YJ2_C*}`znQv^m
z%E`L6OphpHN(HpdpuV}Os{gT$`qDgfm2}|$4N~}@1RDSUdVBxuQ*(1BSoteMr3YLR
z4$~;WM=P2`Gi_lvJhz`_=jAcqx<$b(_p<p{%3a^Vu{w7?Y~pJ#c@1if4>xBHmy1g6
zmanYKZqM5_r+l{*go1>Q9fVd>Qxo&!Y1c&d*c-X5=Z2;B>*ge+s+Uy?G?0~d!~Ex!
zMVDIaA?MZM8wk27$V-)e`jmy}nrQgDn-<bV1GCR@uAxw;n{C8zg>0z}eYWn2ZZ>25
z!&%UsZKfLOpf6f}kf~j};ql_9rQmGBW5eeYcJ}MJ<D~HltcKoew?dVfGRIWX#C>Cu
zlOtVM22H-cyh>PN@jLs0VKnTsX#1u!$~6D;8g>sqKps#k`Odc!n^34+rIZ)YQ%zux
zYF9g$v=Pq|wM}yhl#dY9O}v6lPTPCqhOmK=sw%1YX#Le_vGd!e)ESLq4;)oVh3qE@
z%13?zICY_Ut&rmZAmWDYsNhQ)VIt@ienStHl)k=ZeaLUspD!|GEAXzT(bv2C&!2D6
zPg;X78Lq&+{sYi~(CQ@RMN9cR*>7LcHH);Ow2Ty)hwj5ZB76GuX*%pI?FO$~lzfJ(
z?kP~qrHTdyYkrA&?@#BY`E4)%;Nj$ydipeb$jhtY8Y?R+q4go%i=apV&H49|#eGG@
z&vw<{-*x}Bu?;Ypk(oJ5$<@rl;tA|(?FviM^~RI+uQqJY|G{kC>T6<N3}Rw*+>cA@
z3%p*@-U)=x^Jgy6=<D}b=7u--<m8Tb?Wm*V(hOA!>HZ<~N{_zWM{O-ZIF75sAF*xy
z4>wH|-`^$$g!c`=hR>V4++3!+cgKoW0S?Inr0zLi*Z2qZ`)66%*`L6I0t^?|{Ruwd
zPb6O>ZnZ7+dp4!_;eh5$0U_{TA%OpJ@bMjdxM??j+h?as80qYe0O0EP2K8=xZnIqT
zKi$f`{eFz{-vv!j<|@8JuNqrZPX*K;_k-M_PFdoNoH7z?Ww2Pr%d2)_YNuObLnlwK
z%Fg3#Z|I}ziq^|3H_)NqeH*iH>bfJk5|K4(PiiL>(8Vap8z;#aC%Dx3o)-<h=P$HW
zCM&LoiM)H94;2-^z`gP9P=@u^R(m?&-he~zLqaTmXgoplKz#jh`kBDH<y-C2>Kvs`
z8Tr4l67^6h%YHSM;7-OkAv^wxyI6k{@2c7s9o@Q;9nZw8h+P>-H|648O)=RmD@#61
zmvZ|>WaJIkWesvFDq%gELR&j{y;#O&)K4wp?aud6we(UXF?zF`!AhvI;fZSP+2E5T
z->GM`O2QpQ@A>r%x+chLA5^uTybBMva=(Azq02*w8;FW*|7~N-QMBJciG@<s5~k(N
z=v4|!E=H&2oeEfT!OyR#CZ%**nBZ$H8-F#6hf^ZXZ52YkmZ_=Iv9SnnY_NFKkBupF
zbc^QmyBez{+Yh!nzDM{eO}y3>6BSny29(GRE{mWwFFX7(jc6Dd1;XZ1_hi$?yhY){
zAH7BcJ*R%FWQ#xxtEA|&Syj;|u8U`N9rJ-*Gfh-UK%Q)cl8bASC54-(M}D@-WUCxu
zDqhNT6_96*qQV`(<CG5aQO>jOR}0QxuTOlghdYkpgJZO<Alq-cHq}HAEN=I1%J01u
zfTu)aUb~VC3V7Ir)WHDluI4GFY=0>CJ#mA|b3)hB=)PeHe|yp#fVO94<mh-K_fc{v
z5VaX#bS>7U4fE~|fTK+}r&|_(=irAD)4wWhJnpcrVZil(<rkZp`U<F+;#+<+;6a-O
z3jh+nFh`39!hhUd?8WF7-BB!F<AzOXZq5c^wYSpxvFOp?IPpDd0_^(T-w&%d8c$-9
zl3qxh&JYg+{b@)I!)AX4yF3H_@i<<}qtV4ei+R9mNs}X~m`_VxNp8|2P!aW-nWuWI
zv_=s(k&##N6-fel3m2!Us}qY{|AxR+>G>2EK}y9Xqq8Rbs7dh~OMz$fRSLZKR00ew
zfo<P10K8Ui-qq?p<r_9o^cY9qzWoKo;fm443m~<#DejXkjlL&kKrSk*209kpl3Q9@
zIIdsctGWCeI4KD|z0roy=$cz_SlE;8zdx!MQoT=0cG`#~i~%+xEN*KlFKyPn>4Xkp
zQt$6Le=Yx2x6v5+C|Stl{PgG_v>+!BW>53^T~y_MaefA+0b4GLIs~Da?ZEAT{FDXQ
zUdBWNOv?j}Cb;Qr&3^df6C5%!vdu4-mD6i$N6RMxmBq%z1-Vap;?%jVNz2J$L*-tk
z7`4xC35ta43`J`7*k@ZAsMMyWrqsF#i>pe)c%5{&El3!8D`g^dB)O&X)rp_ntGwJ!
zK{QN@-mk!!>5A7R7J*W+b<W6dea=-xgI9wYt2>o9Hb<$VzZCdGZ3q7m4a-&^hVD%Y
zHOCx$O(EfIGD#|)d)ZoAD<US00<u=wG4d>aRmAwQgGG-AOr4E?9G9x<>xQtdG|6?x
zV`3JNyG}NWcNFS#+^U;)K$B9qlqqe7#`iEEze-QiBm`qlQwbM6o$xi2JY&dQQs1&#
z1ZISn*%QGu>IVfQmt=A<i1GrA6Uc9fU`h86HLcT}`>|!d>9(pg?TF{(PwqkmR9X*Z
zLN!|)Doq>mf=2hvd!r%jv7sl{pRZ9n@!!6EL&OG>lDn7L;(j1B^QoB`<Mr!=C>3q(
zaOV53jG+|`1H)?=efRcl_(-`02I|wNPw;?e!ss*Yry37Cjn2_gZ$(_Wi0DLuyOM>U
z%(RA(V4@+UolQCQ<<!Ob0V-gwGcgNl;cb8up+t0e0NaNQy$SgmcFC@J{v}nOaG!8}
z-253?hsYILr1^%z3ZX&q`=9%a!>WV}sLD%)4PY`^?<xP_0UAnl=jYAC=^)}wDA#``
zy*G;cc6!q7w+jooR!7Ql{7?VTJ3=FXchC_Q<myz9qyM59QPG<Fa3_Z=HtPemE47B2
z;oKLjAi@DRVg0}Wu4H_w7sdQKKBZI@qZ79uKb6U8$4X>?TE$%2|LS+4k<oA<!?bC{
zWiw6Q+Y{*T?a<&a`aF(a4QTr7Nd+-n*Kaxdis+*&DDwVItSQmKsW#p;{HC%bYjUsa
z55DklBd?I11h$M01*%y^E97Eivg~ALGQ9V%v{cPyp*&O-Lwd)&oL$7_!Q|@w?Z6hT
z%f|Xm;@x&qk}LA8nH6|nLO30j>#3>tQiN+Sw9N8dreF7B7iG<#nSZKvXdK3lJR2H%
z-g$jmKciA=!-A<+j7Phy**efeie&TmL%xjk^k(Y@*gOQVaS!{_&i__ji%6p{0@C;u
zBqFhLGXy|E{|_-NJ<#Rj<0Jm@<Hv2E!_7x@om+pt^#VsI{j|I5LM!1nUQQp>5+Lq-
z?D59BQrBf|bfE91_i{fc@NFrs1k=CYW95~VzZsoxQ<WO_t&FVQN_)qZ(4o$jppc=#
z<+!`3s;r}{OTE875xKqX1ggpEWCM**G9kc~4?8!6I6Q#*QayO^Kwd$iRfbqB_`?UD
zG$XvK!fh`0Ri!DEy6Rf+fT4F8XNkjM{3Wyw!UUqGA<{Qzqfer^lBWm$xFxjD$R(@|
z*>V?7_}$NWtgD|&x|ASv>AfGX5>Js+)|bD5H=Fm}EGEwFsPMVU9KR7)d&vi)Y{nf4
z;NO=kd<|-_&{)l<BzbVrU(SbODMx0pRp@umlcVHG=rd$1l+dv9RBO$kQ_AFQoOJja
zc<Llvc9SSwd$F8+k|8a7y$$MR8FZ4gZTNcio2~c`HGXHSO%5~Yx|LQ~HK#-6(KNz#
zvbwrS3sZYl1NFd`dJ8qVSD`}%G8n^R1u?9m`<xsP3xt=j^z`&(k<{0($z<i^yb_l7
zyyD~IQTa7rx2<&2U7-$QqO{A+36V_(dt5rN&jdi0;X!JXmYN#b?4Lg$p<ruhXf)eZ
zJvlqx<KW@hUA>F~Vu=O254dawAeFaw-FXoLCuBR?e{_Y$rO+1&q{m`L7z%|fhaXQ{
zL5=DG@uz787`Ad!qe6j(bOHHAMee}N39F{A79J`_2d!9SbEzh>{ai-3fIMcbzN$`}
zt$F^WL8qMWL06yMPT!j%8zMC7y@ZQWR@%|h`aIeaNq<E&bG>Ok<7D;fnMF@2lCsqX
zdsK`6QPPOa*}0kxZsOfdLA6RTqskwheAwtdl()Miv*-84Sy!BDjQOtsg2#XN!EAR?
z!~lIe>O4{NJ6cBJyuFqUnTn&?=&z!UKkyrcH#+XQBu7R?g=lc?-A(6UWSj|2^F-Es
z02;>TpJ<8MoJ7Ozu?QirT}!0q@$wP@3`B_hd{=VAU_?X&()H}tjj4YOESLgKxFTpt
zf-?T`niWbZ{r=im*nN86ehZoq>E~6GUihW;+jt;3TzaP%3VSLG)Ih`TAIbKO5gi>0
zr`;E)#I0>@j?>L(iYX!#^uD{K2&?LE^up=hS?K-)P`wr4rGff${a1`Kp~mnO(1I3f
zU02G?yQoV)K}RL(mbmcob@%Vnz?+Ks=x@{&&XXZP<$xo8kNuJ@hWuHuSsqs4o$flG
z+t_4g`5U!?_#{^A3fa4G^Ggi0^!PQt*I%sU4dALiFu~{7$!l79P@3pmLpw#+^jCe|
z3IA~YkoB)V?|n7XL&B8;{C5@R%?VALBRxww;*+})F_wBq25cHs=x%XSX8rXnwJege
zC#{sLZ0WUS^Ut{mUZ-<3jTH?CJ#raanWz&6h#d$-#WSJGdWa~J^7=NH_1Nd@uda#V
zg|(rDWSaX(TUv5R%gCr|YhQ7oZwn*-_JV>N`KF?~Ju-%3xlz{z1b+89dnWW+?(PQ4
z-Mi=6k(rg%FjymEytFI=^3Va#W3B|tfx?9DIh>*8@tT|G2mTjSY;l)}!Z1LD@c0{h
zzo*980@d6eN%hfl$Gmh!as$K=ALs~&pl_Es%(RNoJ!wd50Clcq$pvX+sRB|YAZ6Wf
zU)OIsc#wMAktx+<_EPDm`NcKNfK8G+1QbN2ea=DH#L`8>xL;PRh=tgS0$LTOwms-b
zoF??&3grbnG;7|INYx*}wmF-oLj}mOKG$X3yTh8VC7)4~+gN7I`O-Y1d&$W*hP?Vy
zffj4?I(u0N)<e>Q*o@z^`y=9l@>+TPL%fUx4eEL`-y=jzkImFBdF8NV8b}WluH<tU
z$f7sMh0ZE$=!Gh<kS*RK#3xghxI<KuuB}~i@+cz)O_dsrG7Qs+GhK6twr}n0oYM?I
zB1CA8T-w46_+$l@Z9^aeQ=R~$|FPfOnsIdAH)u+aA4M+=(8ty?T<w3K60rCR(asT?
zeR#Z5iiVPsl0wL(w6t{nAdQF%2h@pRMDYTOTIzgeVq$WI-x!5db5PKQ&HH?_|M5AR
z%WR69@j%FN3knKQR@fZ(?%kV#el7zA4h>~qepTZ9koo-Zn*@6Pr5J@AvO9O~EKWAu
zMK#YjOmEM1x>85^-};7N0e0ooFQD|JP^l~WIcgi-TJIFKN;|KwP>7}|vHyGK@7}#b
z0CW8tv6I#ELlB-sar}zsMT*y>6}hBNv~K~t<5xi8^0KhXrt5tZiWy{dVbL<UI<QWj
zt|gz2U-B-ML!NVQM7(8L8ank^FU6-M)iq7CrV{2@`5s-qu$I5la|x<zj9iz-(Kj~&
zlXiA%88|a#%q(dNBmwT37tyFad*rE+PmpN+^;nV@YnGXUqr|1v<}yPZ`b-O;KWn*4
zqbA?CX{uY#LAd;R`q1d5pGl<sk-9I<n&63MtnSrpvh<3=dFnyq986VRouIrs!0cp9
ziv~Hk+|yU#YTWVytm<gCxrfvqKV-F}DwYl}oC_|mb*Rzj;O3S|7P8gV*tEfDwscDW
z@;7*blR=yFp3U2h{QWOlx3WgN4Lv2oa4?FQHT_mtGRLAp!iPJ214^ELqt8_+J@>(v
z@ELsg@L?Nhq82=Qp9zkRj=q2YE~&3iOMs05xEVV_cJ^{%iEgb6Clto8O@|AMgBLGe
z@cW&5@EA3Y-<%ywGx9salI&tw`~6!D(fL(4$Wuud0A98MNZ&d?*~s$0I3F&zAXZ8h
zU0Qk+FVAvC*p7D6bAb*dUTi3|2yr5%qg%T=SJG>_2|IMQxN1@wt^ny`CT-ZL=INFo
zG25%69{dOy1FH#j>yJAaeZW1U5xZz>w*ByI!#^583OEtZKf}iYsBMS!PfAG{ih)Bk
z4b`<B>M8og^Ah#a=_3#=5M_#3;<QY;dmcoVkG5k%O)WcGS@92hMbxk|6wotfMKc9o
zi-ahlaPecAd1Q&g`l80k?&5V=*Y-YDyENOD5Z-fo93Pr*Ca?CuMDVVv;heN*CH}nC
zh7p$2J4{Ctr!OG`yR>P-w;R^qs~fHbwy(>nRm_Gu+ZB?NRs23lo0R8F?Dzil%ewMa
z-%NyrOIzrNERx`))I9d{m{6^cAcyHB<3<sXCVj<!An>e<A@eXiiC$7J4#P8N(jc9;
zDnK-g?#Gs}yW{O!*BZ3Y8b0rH)|L26+#mdNrYKt#wz=u>LAMeQF)%=$!6*@So>xQ+
zJiX60QlQ&@(BcM>yw-i=6^P{0S-po7O2t|-#acKYhGrZX*xA4JabNjfX?t?CkhV2q
zk;cf#h<0(hAc2OOsC8{yDQ$WM6@Dg4cv2F2)z<!)y*JiUUaA)!v{1P7_sq;#{dSV4
zrW+0>cc^2<pL`_%3kEz$46PyxkgD534MC->4{fZze@|Q5q5%papplSXOIZyKa=DjR
zW^OIjOJ_76@2wypMlnh7(!jug<wWhRH@pTf&d*MUyvBzLACrxIwxt2J`p<#Oak^B{
zCeVNxpd0SZ5vum=HLPwLBPA)n<eOQu2(3aeTZVSu8VHQ4YVEB&`$Kk<p_k>bxX<SD
z>10XoJh|~_ydLaZ8;MJovwoNDq+Q54KBLHFlIAzj&@KPGV6LHY(lkG??9evvAk!|z
zDJy$j0sa&>L_H?FDu5{yN>JdMqM9XV(x0!2mZ<!ezh%Y6!_+i$C|>D#zgY@=*Pac!
zxRTfMEFLo<RHAv!XQ~|JZ|^v>ng4pPv+x<@z+cvW>i(mjZ6g6m6b-uCWgE6QuZ>os
zCFW#j_b**)pwp(aEA8<tRx9tjEPCCo>ha=k3{Kmu#TRc|b()d)=stfMs{=Lg>Q7xH
zc&0W9%|%D5ey~MT$=E)|ahP;uV#>_zb&)Bzd%`QRgYEUkpwHwg$9wdEfu&?SD;krM
z5;M&Dx5o#Tk>_HgLhd*1bhX226a3iDiB*53|Fr~#Ad{`dei$29?E%Iszd=Li6U7`J
z2kqTNTS2RWsWEA6&TR3l`K9^bu<xXv6O}<+HRQz}or=iY+OBnD$0%4~lg(YVHFPcv
z%YTZCe{{>kD(I=okDM|C|2&qK5R#k=!#*vqI|?N)ov2X3*bhi^5^f!TcSI*+iobP}
zaCkhXlclFH$0rq%07*S`bfQ6lfef+o)Gm=lxKXrH3Y-dEO2F>~my>!p6Fig?<H@t6
zQ+wBI%(8URaC1d5sa?3^6iBk-m~)?DNA|gD;Bn%RO|aR`!zPiPt<Gw4%*x98Xf?o9
zI&!hXEYEpQI+zT~Wq8l`2I&P&g&Oh)H>_L~2);H%v{+K`7VNFd%l7jNpCByT46O0R
zsU``p-Nomu58rrP@9gYsgN0};l#F3BaflQ+(c{Ie#nH+li`o5^xrK#4poGYQ;g3)%
zq}D3srAd7s0{!wERKlKOJz<xPNjgwsq%}1))oBAc))%KQHE;B*Jdy&bQML0{nykyt
z7cYs+sykfQueSr!y#bpVaoLew4kD>oCl!x&z_Y$wtoMoKoVRI-2(F3Vp7xpNO~eNU
zEVyl^8QC9*(|*@&wRw4<$hz1aHqdSFeI6mZ@o=CKvnLx(-^Od4lV?d}9lzlqaSJOQ
zU^D3hR{t3#NPk>vc-wuQ7BvlaZ;(FkH>jSzpF4m4{BpBfGzd`}faoLr9Eb%5Pz|%r
zH;5CCfMyU5mM3z-#z#a2zl|hJ)Wz{olf(Y1&Ij#}=-?vBg8H-7iqAKl6)he(v3{Yr
z2!_*Um++J^cu=XS{UAR)0Uwuxi>uI`#vbcGq~c7Zi$L809S`jGJBT+A`dt>3cd%K_
zi^T#*Mn*VzdA~yUihcJk0s-sD%}~l~1IZ~6Ks-4}`!Xgb85YSPD>L1^xsyBUb9(6L
zve<(b8ylO7P+#zu--~$<ZU_N{kpc8t>#{V<xzd+MoUO(QAq_|MwP(Elc{PhJBFLk?
zY4Piy?gs=4!I#>fZLT6d_}{rX6JW_#glw(=g;=Px1q^K7of?&$%_0i8%W|lM4k|O-
zqoiPHy{5BYBA}Vx_S((2Kul`cd-o<Zk{>E4)JwCYx}OBKkT^iB1h-V6MxQ7}iOL~a
zZ-P#&Fa^YY-CSsrU=Mg)qrc;XnWvog6?C_l*x2X7lO7oGrT#(Wtoy`^dtRt!1NRB6
zg54p%s_)<B$H7%h{U-2^0KgqTbyVsnP;Md}WZkj<S#qk8=2c@Kja$%p^s7n0(*Y2&
zI8x63`t|Fc&$fD}hkv3|UFV!O#DxJfRQ+6Qv?E$iCI{OPIBe;sqG*i0Tsb+p%!-Qs
zqMrb}Gc#v%y^WLc|HCS<^gkJ!>Z!6fa#`-bWLHJQJ5*XF>n4&Cb&ZLJ2`ndzU+=e;
zABeduk_b{0uGg;cHjQQH<YavML<TT%Hy&Jzwlz0qR@R&!W8>r=g$?h>g@0RC6lIO-
zE-!x0?bq(U0jY-CU#Vh|h<ppr5fuP89Y7gqMHiCLcYdWwY}~q?$7ufZ?en*9uP7!9
zU7r>KG?bs8FX`teuFp$_c>X9!a0*Dt$O2(ijJpmQAY!GV*AnX$0&Jw+B35>MN7C4>
zwA+s8H_d-GL-h}UPphz>x(1ZG9Uem&+&|cw^~cLaR{&Fk7HPNqHVHo{?>l@kFsr~d
z8qeSJ>;Jwt!5goTlfP394x<OAR5S7jVF6E18>0eri@*NPdH50hc?cmu(BdFhMpsJe
z`H*YI`3J*>(aU~l#<0v#0f2Bw8oc%bAu|J#!VS>VkO&3f`olK*^8nb29-lvI^L+pD
z<9XZ6W_-i>@ruXZz~dVL?&NdS2xxDUK-i$M;LkH9GAWYNDZ%$iFQG}_yNC7b{hc5X
z{3O}pCOnv}NTTHa)TEy(%{kRLz|H|0uw5zlD75q@Qz8DohY$wj3(Cs)A;6FUqVH)8
z8}x>|=r~ls)&A!)UjO^;|HJXP|Iu5QNy&cm=4B8FwVV7J9v?wo2-0-=rL{!#;xEDS
zVg`Q@Sl^W!rkIdgSSp`HGH4L;K#(WG^da)#s{YM^{k5<=MtBnBB!Wk5?AFc0Tj!iw
zjQNqIoxr;fHOVq)mV(rad&l#3*s774Y6Y9?bsMIDAA6Qu2ul`#R>*^Os;(>+0woJc
z<Uq9z)+%bpAQnZTz;U4G2b;D2a5mCo`Z-P+1ZhNp9u7D9-W7qOt{vtw_GB~r?kfms
zaF^Dj*G){0KVsZg;Y#pWs~ox_9<iJO9qfBo7eW~LA-{$_bQ4%{={I1#-yrZ62~y1X
zWl@RKO_|-bF)II~P9qcwB24WNy($B>0cvB}431-%3GzEeY(gjOzQu%H3l$frtx0x%
zDDdV=nZ<$x|KE)J>CrE(*5}9fU$V9jmpjw^G`|_dt||um4!Lr~=Y~W{*zmA+(+XmS
zg79?ZmX$`ziqJbn%c;hOg)Pu#Z<w@VmbxOLCvZctE6<P|kvos?Q$bVHKgo4hs|0<Y
zlBYooD#z@9TgCsMSjDhE^V@Z5T?&+SOih^(0<7)_h>K=$uC#GQ3>*xP%@&-MN%`%T
zYsyw-qkdv!q`fJTQ^e%BLF~8W5%&?|2eY%YNP?AgLi+GbvJ%!6Hq>nJSSTZNYLca8
zWvfX1BvfqwtE{YxUfGCE*92xQ+P}!G)z<#TRCL5;_Tv<#rQ<zhVIgKd1U-YW30sjM
z6D(lQ!4cRZAWWXUGM<852mI}ZadQB6)!t%n7Lx3_VfqEPbQ=u=o8iu#k%g&1EPT-w
zB;?n0akdfr`gP#c`F_<~QO{3PdLee;D8PQdpU7)~WQ<BhPHQ~2m=FW-bib<UUX|Sh
zsN;Nx;|0$^Sw)gyy%0!60uLa{N~@}>HoQuK&_U8b?B&GGg~y-&e2;hto;8zI2Csf~
zfKItNq9?ThfW;`OGHu5@-7EFK2Q7W;*WC@{sYYKUtOknvoO4|lbj$cRZ;r<=Jp-Z|
z9vyA(pvTS4jo{|p^@%YHppavmrT%A~JN6)0psd)Mn+oApXn%ToX@7Mjh>%7|k^~bm
zXaVY^x*{O?;(X)cYoD@2)I^>86L=389>l}B%ga`$N8SFRAg~}E|GM61P_vAYaEa7;
zRnysZ(A`6z|C{VB4^%@~*btbY7o9(B;-3JV!8H(#Zfk8tM9Y63FbKZOdUTbNT6LH2
znQ2v%i^M0{$h*`q#toc?l47FGnbUMU(gNtR=qlBN&Ap=8)U_U*F^*o>7eZ2r?qxvo
z_fzsk6bmk-wYB~xXtc2shjgi)l+KP;W1;0*-7Wl}^gWwwQ953Q`>ZMDJ+ClV;cD3(
zeU*-!o@W{=f~{MaO#9~nNefw@I$l{NUv?@W&tO!@PxutDf**)duf)h<<DQ&2$57zr
zIUIY_CSSwOJH6u}7T1pETuDb3fjMdnR^*F-mD=%JYvsc!F`e1C_^Q$cxZ{m9j&)cX
z8e=9kPW2*DWQEE38(Nw=W-`xmC{QH1nv9BBcJq`2DQ!#A4??ggi!NIw(5jk9seErg
zqPb&W7q6kMV(TiI6T`^GQ*Br(T-Syr<9W-5h$?UZPgdx+g|WJG9ag-T_>;=AVFTgG
zd{T%RD!voI0=*Gc2B~S6l|e%AL3VUE4!8bzY&0Bfc5s&(L#8%$`|!}iWqtf=AcIFS
z-~Xct8Z>&>eo_<(IRiq*A)?*Xr6eVt+4F$UMbrt<|Cc!H_T5rJ(?T3kP%@rF_A?98
zMgSt43pI<73n_Kb(~~=aCglKeKp$}Qdn^S}0SHZk5a;(_zvLh@f<hr0s!bdO&=FMy
zF}`VuaL8XYr?m`O^>Ei9inZXm#Kn$8Oy}HN!DnhRg_)GOpE^R-sb2DHjWT@i=isTF
zP1I+8|0{_kQC;P^b7H5-hl<SX*1$fhhpNVcLp6Ttm2?tD{F!AHcsU7L`dmUYQ#Eq8
z-wPk0vEicsnopSV@x$UOq9yq&#lcaY@l*d|<@tDEfN0RwkQ~alg>)RkW3hTq<?bce
z8xZBu)ZAl(=VMan)~x-kEkyeA2e*Ysbjl2FdECwCN$dE{Ym^QJ!!I*G!J_(UBV!kP
zDPh2^36@hpC#xn0NAcHl|CEq{^-wt)g7Sd~+Y?`Qzx}-Q3hE<P&HN8;>6sm`L}e%l
zD9-Qq)Q;Qf^9W>ApDLUv3h8qQWOOWB_H5OHm`$0i;xn<8be*thLo4C2e#Fhh4iz;M
zDOgGtI~}ol+P&jlg_nyaBH#{H+wf=gKfUJ{aaCgBib>_Iu9J0Lw=n!X-gt)6;o#p2
z+;}fF5AWn*YP$OPzP;{t`d&Q{{YjUFvEj!{P5S(;>m=-7ZpDuo>|FKEm|nK9;djF8
z;<&WgXrqWv$+MZnU`T?A>|zcMj!oSSAjvWiB1dxQN5%J<Vh`h^u8C25AFS`a?14&k
z_jrE|zrk>$((pf~6&xY+q&t=b0bUTqW+2dBH{&?6=C(Rsa~Z6w{V}2R+&m`;`9o4#
z*2abhg$SD=V{38{YCv+(yDLM)eD#}w-8+tFjVxrB;yaA)zR=*J0GbN^%d&ei_>!xm
zmH3c{btOuX#0bh$D?l_i;9@-=pWH`M?{L|Y@MD?6EJ~KrVa%$rlgAkY>(Z(^36D3v
zS8hN2>3ZH%uc5!xbpD$Qb&H-ulM<(J<tlYYmym|W5jLYt4OR(_KCz1!EHBFBjV<y-
zJ>OBg4;8IT+q|$ruW<RK<$X2&u-Vj<d%9Vg|LKJAbEs3KGBIQbij_2UQaG-cey#fE
z<mgI~pc`SEcJcCbwnO*8;^Q6Fr3HH(-Dg1)-Nf-~afEJp2UFT40khkoV(fF~$;$Re
zUH$IdpGMzv@D%TJ3did$pG{g59bw<39Xjhu;T7gh6g<nG$CA6bI@BPpZ-?d?TDx`^
zzTc2*8naLse#m2S413KSwxW&bM;Y@tKljoiqn<%W0nk{d3_}ukpkiZ{_H{$3N3uw(
zm?81POUn$Y{tqASoYwixo<ORCs#v$O71T*aTy(e9;pe?s_fJ-pGgQ(+@WjQ#!y6ui
znGEB(js)$GrXi1M(C<JPLXqwA`DU2JArCT^B5DittMsGeA30^qpPijS47l2LZr9Db
zl0qPqgXkGBB7nK-c0q>@2pc}J6>Kx(kJ>5*22oHwTK*wukK#J$hd{tGL8gI6*^KmL
znroevcE@ktfvPlI<IE1RoFJfMO)Eeh(}Fa)5)6MN+4&OX;SUV$U5S5_fQC|>69~?q
z<JUUgkUDKQlh&4B^S96Ij2aicp#POHC!i5u7;9v;wOdjcFTk=GWF?m4t=ZTc=u|#Y
z)Ft`IxNKOz2Xo*|SUX|Bzcga(db5=~qxSVCbAt<`-ve6gm{Pch+@CW_E>2EIU*)bW
zU2=J;l!!`hn{!^SA6*V$z#Tp*y;;4#B9DIQsQ~Aoome1N_ZjcBv-;Ra4ZRc<tEb{-
z=fiY%xAoV(j6zBB#l!jt>)Kq^^ERzlVoB5seqhTKT+rWd8s;V~P(O+{It%RR>IzXD
ztWTsnU3h&_rmn{Hd|c;*I62u>XzK4}QM6{1<Wfm+#hZir&g%^Diha%a2aMX4Q3F5a
z5+AEYbrdFb2U<%!N#RA))VklmS5sI7m>f`g6UGY&AlV)2(!vA_Ho=tudjC^Wh_t+(
zqVI&gDhDDv05^C*JrLuvnXDhNP5~ic6@sPHejp|wPR2r-|25Egi~2so=m9c8g3JTx
z?DxnJ&p`4r2xb8wVb2dSKbw(HSX>EsAd7&-36y+af9U8djr}ydstuC4y&#*U9fMZ4
zIiGBA3ZW`w^ab`jWNlt3rHCB)P)Y!VL9$q}X=%~Ol+ygqciL5U1}RP5)a0T~r`r#^
z_lQ7a4}bBZ6<7~L!tn*lsLGBGG`v5W`{T~tGvEW*e_t<nC(lYI&)Qs>ws3MVRNu?O
zdzZ!T?l@l5h3(p0Os%y<@pY6#fho$r)S&8e%=ds5$j#6QB)4p^876n$a_E#f<&Ar=
zLUnGXXT-K+$QGyI<Hdj`$(11JwOFsqce+~I_)VL>a^U)2xgu9Wv$j^$4ppbmo0|7_
zw0AWF>RS~mUi1xk`=7r#vJSG)!AO0hyHfXK!4ulAaHa1P$A<$B+-DLOYWG>QOZ4j8
zhYDVNII6Esoemv0-@I-w%WDR4tF*pXfv9)I)q~yeT$?SYy6>RKsxSmjioLaZS%;)!
za83*c<I^NSBl-$cPi2TOybZBh6A&N`&A=~ihi%<Za-V>Z@E+)Zc=-4j>qt%&_B0lf
zqzJp_m9Ny0FjQ1n*a~!b3!wG%z+)pU6og%1_yegDG(t9;wbypQhr118)}+_U^`^aN
zmAaOdy2xw*6pMS^sbUZnHZmSAGl2(!jzV;%)IDbKyRKa`T!|h-vN*RLP&qj{(EV`<
z3EM%m3xnK%M=?k$&p{Ea0OK8e^7|mCI)Waf%v&FejnxgI4<vAh3V87X4_Q#kVteH0
zThaaujEpT7XFv{SBiK_nxt`ctbTY?1AkEeEPEn#4wB%=MZHpzj`qDUoz+&f7^*K(K
zK5x6hR+6s&l9B6(b`)N@J#msQYtTUVk}b-Tj*j4w%GyxkFfH$UZhj2uuF|cd=Q;&3
zO!AsdRnK{4mzKo#tg_VRZ#K(PWo~=pX${FXox3tBT<P%jE_4xIv~8^MEmYB2I}yg$
z`jN4F^Q{ck2id2x{I7MxnAuASS`%L34J8oI*d2Ujz9A$yeO}RmcZG{by!7TfjX)BK
z(x5VuoGC*E+cNY|D2X@LS@^2Q4XNsvS(=v67$E5@2s_fQ@YUC8H~d58#!DqDeqZEs
z$i`FB_h?vPPyVN>CFmWUm(e<Z;7dZ0D;;0*3`aiU-6{vio^SVk%Y^VKTp#NFLhJ5d
z`rJzN!46%;Ck@X&*2SnVo?NBL)MBW9^V~nm1du<XLu~F18DXFT0|U#v_N;<~J=}!|
zV5kU8+g4;e1PJ_4%{i1}f-C$e1QI+=JN|7c2(k9W$0NuKR#$C6&7%f5Y1sMMeu@Zm
zG|=apl=kogr|*=HgJFP@R8o4iP}>cC9ptrvXM*PgXi6{)M)y+gNpYW?!P+w-7rd!7
zc>3w-3?P($-Khq8gUIvZM}IFPylGD-EpNb{zW9l>b%|=d6TV@CI6CJ+g^bVBN6HpY
zUsBYBB&4ns^($O`J=?Z?+7kD6QBFw;tD}_QI94IxZ8!-oI=bN>a+<s#L-#+#yWcJG
zc`47lxQsXxnWQ$Fs49f4a%ex2N*NBh6eb9KIVs>)%nEK>lJiXHx*QMBPB!#bSE5n1
z99CGlxyH%BSqL_Fx_v9(m~ka-?~D`&XO)LnTabppm*ukqKMo3kFH17~6-EM+=eO%}
z6Ti(#yJ~hR;>KND)3LTM(`UOU{S+7PVUbwF54;+3$7ACr3A>6Gg+)5M_@oc13oNqN
z?<*cg8Qna$3?vW#U7)IVWbNBxb;q>zjNab&OMAPg?`NUBeC@kV+uX)=PQIVj81L0p
zmj&c08t_tebaeDU#Wp8SEyhBFTf(n3cq$nykMgx78T}F}^y6KqbtM{!j()`KC#&ug
zM(HBCvD*eIUSISo$zs%1UJ3M-rakYSVU&N_=&D?9L~+$tYVy{QWs#;pg)*-7_8BBP
zz)Yt_(n%n=BQh-rRV@|`6%~RAt^E4QtTP5GH;DRhogkDU2_eXpqIHi$4(y+Q;o(s|
zH3vb9D-wR9Z}^Om5OUg_T0wu_BMAOO1}|@X&Fu*Q$18W7vXwWMVXg-m<U_)hU>8Wj
zkkMeN5pkt%6yO(({H3+Ci4DInB%=wKC0H)2g~q=AImqR^%LClT-sPV@A)^Yiva-`4
z#c9J>ADiM^L`_FELpmfp&F}b9(@~c_2{rYLNGiTr@NZ;6G+!AXyCm3pD^;?K-he4~
z^A(yqsz&ie9a$Trb|*u5Vx~;sAjHEN6tm<kU*ipE;joZhh^bV@8Wc=fxwp=^Fw1N9
zMQZ4n?a+v_lJy^rW`y@JSO&(IB|T(xd`n6*xykA3!pLPA6kj%K5Tn3~R(dl*o+X@!
zSXwrJxnoyOfaC8Y;p;DCnWPjw_@(>t-d-odEc%OU+dBEHsPz_CFgCYIc^yOC1H0Rm
zDwbtrV(U@u8(tOduP*LlCH4_UV0t`tu=sLs;t*d*wpdb4pM%GZiiM0}5nG-A-f}<g
z(BNqUxxmsRgRn~|(hRFb!9o#w`-j<=)H0pbvKOc)Nh&jc$ml(Zm1nV}$&>NP#s+3@
zm2;YVF~1jkh3>^LE@7eVE3XYbu7q@7>DxAL7F{k1Tv&e}9lq;*%j7B*-cy+2lFV3s
zHI}@Hbj_0(2DuP2>AaxylJ<_kv=_*qvY@n-nRQY^l&!_8Qo3{~3knL%6Bk)<Wvmno
zSmh5q_iw&SOZ4~eU%`&EC1MEco}T(N1-%8wq4DC}+Xr;0{0|>?D||cOTsLH1ON2E9
z@u??ZK|w|b1Rxx+*TuS7vCl`7A!d#ENHD=EFE8Jm{UEMBS6QuS;P7;(duve7-jlZ+
zK{=_O^Y6S|c_Gya;qY#bJP5)83c3m?15stE)j;1+2>CFdl!Y4Ve`dF>@ky66>^O-_
zT1EqRs8F;4^|)Owxc?}qOWQ=sPL;Jo5kNHIwt@{Vp?kl`#S`0XwTL0f%+c>=YO3=y
z&iLqfF9%Z9TPQT$;vbL1kX-$p-q*3mSoCcNtzZA9sJT29t*8&tS0{WXmlh8Xl?4%d
zzF2t@{pe1Xr)r$i{ZR+B{RbX;OcAo^k5oFv^l~)5%M!jHdfl0Wn{YzZTF9NCMx;r%
zP|=V8?E;{24DKTd*MU7XHMP@yAwzqZ8x$Y9ZfFky07Rp0o<rC>o*7cN)kOx{k&zPj
z4-dV(yqasl?m@)t$uherxgg{QLw3b4@x*!qW=?PT9`6RYvcUipr045r8tt>CN|(XJ
z{CZQ3i-iRfg0V<aM$DjE_7NkeIDr`(cgLg8N$M8048fuOYe5s{?z7S+Aw#auAvoOl
zk$UZqw7r+g_u|Z-Pj_n0drX~MRP65AeCbNVv$KJ!+<p3yYS8Y?|E*x|{S@|ScBafX
z1(Rvpz&qQ)T1w8mE?Wtag>YO#X<5s&(yqGw<3{V63G|;@IMT_MWzoZ@UG|qyz~jFJ
z<4nBHQ}E8MknWDx>Y5;c0ez{?YKP!Owo8?Y#;bfWpEaHn&AExlftOr!MRe&EN$#G%
zYPGD|&DJBgj7ts;R^hsS5BJ>==`*AyZXLJ93d@w)C-3eHB78Elo@i|*X-yTb`sn+-
zaSS3KOw@6}HoBENwm_38OF^#T++b{bkkc^0B4^$EG3r{Z2t~HiO)@48+&)2{{-t7h
z-nh(1FDV^KTVPd@T)r0k`C~?x(5J-kbx~7a34~We<P(G!v9hN>$V$zC>LEGLpXSbS
zpJ#OE=H?I`9uRRTB$JV;sQkihiHluL$Secbmn=1Gh<WqoAB>0DDyGV6Pks-zAQ=9A
zGEk@){_2(8dT#$i`55$G6D#=?%|{|>=FYDbSa1ndnM8PSO{g{FCQDw0FM65!NPtFZ
z3W6h&3K6my4uE0QS;#!4&cSbKhPI9Vt8;`rS2^t!V1HAfod_{Rb}gu{RfD!L{Pi*j
zhu9Q;DFXZ<K(+;tJ)(bh-qG7{=QT&gsNRJVHJqQ&n0xN`9hfCpB{0by1ClK=)CzV#
zDgcRxJJrxaR%&;I7aSfKR3U&f5F#P#oeq@*NgBUbVn-(JVOTvAsLJ<_j>5;@Fa#I|
zD-;`Ip3+FL0VV~0ri#(jxo?0Z5j$lI1Q%R?#I{6Iu@DVHx&`Q+p<t#Ao!oiG`A@aZ
zzXzEGLLN$dAS)pNWlmx47aSgleqv3+P?xSZb$NNYs=oe9m@i<4i?eUoql7UqTo_PQ
z7C*v7&Oku2X|1i&-9nK0zh`c4-Yf#A8ie-rsDSg-u0EKjOb?U|och)cA@GYK3LyzH
zo2VIrl6`zc|5?zz#Yl*H<dYfl6p*<DD6V9PX$#$VbNER#BP8QtBH|0o%$M0uiI>`f
zWXtcpZ^OdMIs;fw4#rN5D|K&xSA+n0Bx3*>CZG#qW6-o2xwyEDy&*P40*av~TViKM
z-;$`i*KSpmbcUp*W&YzD!&2hvuC?j?clSe~C9hw(di5#<@is-po&Mq~rHMz~ah_*j
zX2!6u-@=BG{H^cI(dn>mQ@!6!0X>K@bjF|gU+v$!4S8NbSOA&z;c^y90Syy(Se^Rn
z)k|S*&!L)^I%V~0TW?rB{Pyqojq9VJH3%b?Sc-^i;MiJd=iD|AyloFJmM|7}3B2RI
zsON9>Hz_HERbx>AP@2XN*%dDY9RO=e-s<Vm&iC%_`&L#~ai6R1+(2f4RU=&?9kL2j
z0qVJmXehYTQcSVa^cROXjlfyoOZZP(_bAIC!7><1B&e>3r-e*z0=o@@`#%kB>z|$N
zvZ(Uq%NG<1$t{8z*=@{RtQ84Q=E>6U98g@p0#myIheJS~U}CT(Zph;|U8lC%`1qr0
zv#SpY3@>tW+lQD`+kn3z&j8jR%u%3F0G5#HXc%`X8(V`UeF^*NEsg*5;OqaJM*2RF
z`)yjpYi~E*iiaaE@L_Tsz84It-uLnnffekoZrd>M01iY+sv~u0O6&}QU4o3;3S8ab
zVrI+g4M*m7-0B*@_4x|}6<ed$rJmT5fDsj$Gi!~b*(V$!(}xVZs@mrazW*<ThM#1-
zRgn5oBw>oItSe#>vNRa_fAjfKr_cMJraTf}>Hl!M8dlza=RB4FQN#E@k7N1YZ~tF!
z)mu3V+`JhJhuQ3{40$KegCqdH{9fV8=1d#daFC(zi-k!-IQhdEl4{~BYp{)=O~?UK
z<o7vr@PVL*uq%N()4v06?CjxO4fFDvnq(=z|Khy|6=-nPpRCtixoJ+|B4QA<a>s4;
z3iyIs{p!k$0s>?>#Miz+$~I%bYO5K87=?n-X&ea75b`x1G9ib$AX+nGUI2N01#uC<
zLB@%FsQCFmu0+ZG^qQl%y^5U8bCjXN_3;q#-V557Aynn$?EKMgLIk#TR?8lwKYy%j
zfoHR|Ry8#XQ0f4)8%ebwg&7$%LNz1D%PjUVBH$9(ip`<axXHiY0imtit8S<J&u4H6
z>wMcDnbnYv;J8=j|EV8^6H#C+`}!L=Jpty5!=d{ir>lfVMeWrY!cjYKcyt0G&^b_J
z7xyC=a$4Tk=q3DU5m2Yg4gm*nek@hSHjq)}{=d>~yW!!x7a<OJYt&!GEo!}nlod2M
zQ*ipA*L|FFh1?BJv6kL~$N?CNz>R(sv6sWy4p3MPSN>zDNASapI|mUj=y#cvw%`sQ
zLi<Bzn43BeV9ey@%a<Yp2`MR2V0$7mR5d&gn(}v;|6%OTAn8L8gg)rkZ09cDfnI?O
z1R-;+(5iNIDX(5#>Z^MuNbTz-Rp9m?5w%$e;SeHE4&rXq6=%p~zvHZ|VwyM|gdMhY
zQen-2@KE{*rrsHE-Kvy2sZ;;YVw?zT4PO2Prn<#Dk+FZ|IZuCvfZbb|nE3jNE)wz}
zt;YP##{6&~#CZ9yYR5lFd~X_#sQ89N`G6fDXP9`LZhcFhb+FU>cR?<CZw1Wo#_g(<
zJ(ZM*6xr09*O0MvZ63-GdR0VAOG~N#5V@$gNU@u!odH4R8yu^FSkcJX6in?4Eo^>Z
ze`Upv+&v2@=;8?OhSBeA<)fv(JbUfLrsI+W7!{laXZC|P^A8+v(WN&UV|?l``s%v1
zlWYY?I90ue!%L9S95|8(@tK(las2%HqWC?2U;k$M5iDSBo;Uw2_yG)wrX{(5pymHO
zmg;|@)$Ucv_aEUJ@e7b{mvt;)2-$B)r_A`d1zmDiC>A~?lD-7bp$(xF&i8ZfMN%TE
z<3*T(0kcsxZ@=rmVaE?$m+$Q8*n}fIm|*b&w3Gu~5Q&bx?V9%zBSxM9p~LJHmWSD#
z`1?b5DQDr3#aHfdiq21HQHYkLRcc7*&_KbhH4RQVH*ypcGGz;5LR&`yH!{GMHfD>B
zgOdfpz6B+DkS1h&e0&<l4#8lZHo7=YT$qB`PY9xOT@xKHTDKk=sdi*Wc@&q!i6gX-
z-T_0U6~q-40C?bh|FZB$bPxcj%j1mz2u&dQf=mwpE=IvXBYX`A3!$Mv-u64Fo0>t!
zlR>oj=(40n3nM3x<t!T7>6!KvCB()+04yA|LI%1>&&uB7@JHsaaMA-HQQ->R+BO{<
zw|Fg$7FNMCd#1<%BIim9t{n7?r1a#%q7GA;%69BZ1vK05T?4F?QY0!Sg`r?f=d<B*
z<w(b$iM&_RE_VC=R1LF06Lgp;y{ayvcm4hofeg*2m2GoQQpIZ08P!|&)7!0r`j!F}
zast#;cW6h}lx#*^Y3JCuKl`}Rs?$HLv7;BN*0;+aP~iBxck#CP^YFA&O}ZLq#s?W1
zjE^I9Wn*+I9Dh}c;t5N>!9>4`T_J!fX-j$jr=Px_+?~WLX_R=+OI5)rd~ogn*81DR
zX{Wl3zEDZV#9O8h?djaYE}JC`I9w8_o(Qx&snjioefA=6!4@os#ld14h}SPvPJ#%z
zg(T<U#Ecf$uA*~WTU*F_!fdJQ0+$;Oije^)<M;31C{##D$Ze#+fY<}!hoPbrIP6Hb
zcyQ+sBEX2jov)fDY6j%YaO{Io(>0hYkOL(ftzS_y0sPD%BmarGN`$I_QaugzJax<+
z(wH<T6<uAgwmXWYwfjOD|99gY5?}vDR(0560>S^dFAdOlsFx@{Aweo|wL{2mh6Bh)
z5FiX31@tX_X*%EIgYj1sEKh6sN*5fM8(-j~$Qss03(6pO%XgfYCY_zVY_}XK+|&5W
zfG04c;<tM4C9OZH`<M34rQtTd@46oF@pMR?Fe8b9r7AM)l=9r^<M8U?K}~1bC@l&V
zAscwO=uq)0+UEBebtjjq;WO+KpGIzSfiH3^G;{VoS+#UZ?07F8&XnD?)`~%8jFQOS
zTRa_HaH&zz*2f!5SinV9Br(V?wUuoo-^}ONLqk!paW~$5<84OItKY#F+BUPj%FLsI
z;p<_U@(RY&GSY`}PX>h0aR;!O73j5w^3Wu^tm}JJLYJ+I@)V1;n1r~{1xC6q@{2wX
zJBYAPt?XT<n!E6{iJ;y&Gb#Ku?V{AUaEmcPzDI<S%u#hFYIJ^HOGQ64@`#m#OQ@BI
z;ygt?VDYVXFlJG*&lKWd<2{C1XUO5S!dT)9h#e~*Ap_YEq$%BWx$Z9!2&^LtS_g8*
zij;~93DVnPQW7L5@8ZP7#IUKeb@xLUA%jE1N<}KYp&TqiPY0{)lot-(KnzG^v`%>p
z!cYj2K!%A2t*08rVA!W2aG|TPq~t5K+*p`4|CfD((c&5C(UL&Xmo?pk#Gh00Xd}-6
znej%bIx;B>VIUgB90g4~E>z=zd$s8ktQS!fhGvw>baxV|{ducfUptldTtdxTaXW1<
zH<bp?3LyWQV2<y!^AO#}(fW3x-r|uOmX&xuA5}tTMZMq9a{qnJN~}4GCTtm$!)<*I
zUQX-a+G4*IUV&5Hs*LQ@A$UK!ijEGJx@P5+$U_BgB$WO3C*@y#0pkl{3x`T)S(1Q_
zR|c4<E1g|Up})9KI7<1m3Ty4uJFmQ)Gla7`xE>AU3!d0NVKAdGN3KSzh%RR?0qt{s
zTDhO0gl9+&zn)$6b2<yYLx2Bx&HjxuFqVJ)CHH7xgCGXJC$@&c!NId1KQ*=Vt8D^K
zlCH^w^@ZG|!t?PWr5OVR@?Q-ir}ll3>{>d67?PA<mrghwgTZwDde_dz@sACN!WhEA
z4tU6!USPh$xe9X8*Vf7<V6YX8FGh}hJBxZCPKcH92WT!)^)G1ha5^3M)~7A%Fl>wt
zuk2CTpf3ld89OLL>7=9!QuTj5c^l7<t!>7uNfmMqMqX1H`H&*!R+HZu3B;#CTP`*{
z$#)l)0du|aXrAU@hReaBtb2PUjUb(^5(bV-1#;AuocUcAxHxwj`tCh@c2y~@>pA*o
zxuu+%Wkowu9xd?ZA4H(xwcr(0te+gaD>2%*g(=s3%*J$@89X#~tkH+#VIavFqR1B1
zwcdP$AL2JusrS<|IsKsS10x=uU&DE?#+-!Dhz-#&-LK^3JwcrOF+2C>bq7hV*yFQg
zqX{jV*)yGax4QqMy*H2My6yMHzoar}h$JFZl2kHf$UGz=8A>QkWKL#9Aw#8dBTc4c
z&X^%Hl~js^WS%l-XfT!GysqwN@3Yt1)7k6n-}<ey&Ux1J$FuI|j(mMS*Y$qC#>G`D
zsHpe-R_t#7Mn~!Jqme3EA)?4DpCrPd;%B?8;#_2w!pzd~ZqO#c=AxqGiruSe8<Rw?
z>rIa2`z91;9~pn<l=B)8ymLZsDNRP7t%cQ&$oCUUx|z$fK`(4H9?TV2DC*!BSvSkK
zN>^q_@GWLrEq2GfQP*n~VtW%4D`1~%<Jo0&bac8cBkMn-pX22JT}yLnOKTSiyurau
zM0+bT!*MeEEdJWGWlK`sbk`Hmm$V3E;)C^%z)-1&lTQK;Mod$TtA)?}86u;71~+?`
zM?aJ3(OeoB2(y0d8(rN0k8C?6P0Bhx#pwRz=+jr}Ur8P#29@L8osITyyQh`#gsrBe
z917JaWn__3W^%t=xAbeGRwQMUgn{|V^9*dCdlYHj^!OQklqfUKpSjp^IxD#3&iKms
zExT5kO$_C4rM+Bn@U6&>XHG?o4u!Mb3pTt-A{!PKW?<>l%h0Q5DxBdQo}X&DiFK&u
zslztADc@g)tG1Re^gZ=zc27U|ZZ_z^?JDNT?laCZakuA|tnEX-`mtqF&Ob`cng+%o
z{T~{at0TwqRaI44L25i#Syq&yki4sZLHoW=ugTj)qpXC>5~CPv_KJyr!SH5%2Q~xI
zzoD_Qm+Q~<p&Eaz93_{JXQ_fy-cjr}ehsi1()Y?Malgrr;r|9;L=SW-2tJilw-f@c
zVmwzNM$WZO6Tam@mj`;tQ6iC%ChNWBMofE)S?*?yS#sk%G~N8NFY}YD_wE*>EAiCT
ziRH;Wl2tZ&jz$&I6ZsWCvpCY|R7wJp$}Dm-|0h7;;j_5xTuyNdYP9MM7~Z8NWbpYb
zbBYmtz&ZcX<`oyq{QRi(vgzmy5{lbq4;+iXt?U`T;(>}^^S<OeR7zq|%Bi<i1;Ui#
zBfMj6Dg-{)OInNHTWgcg_G!#({|i<B4^oG2?OFG>tXzMy0o`LZs^0h|Z#NY`hl|k<
z%*6b)6Q}l;t)WyYFTFUxze(A~@cu<_g++76S!_Yx=BwQWaT`VbSm`8VZZY5xwSoD-
zUZ3!`BK27hdcVuQLu-Fs^3A&zsuUphxX!hx(_!IaW~HN}nZe1md7BRUE+%k^yvLE8
zSyY;mm-nvm9DmfCxUx4_9=H;i?%yyvmo6J)?Wx8zI)$viQ;5iP%~TW>Wh8m1m>b8M
zpRR+OQWFUT$Hva#nkrPyYUzi?byj2&GZTUvpvaJ8<d&eNI4v!Bei<5)Zkvv7VWX)U
zx-mUnOVw0dH$BQL-=24F1+Fl>J}sUbVvLhFgj}cB^gP3%V^k3sl#-&gP~c6kGCH5=
zEf^Bw@KE-_5Qhr~{rU;}*dvoW=jH;`9{#G|Y<QeqKZ1VmM423`a;W^ZXYu%L{>@Tu
z(Br3V(d_LW`qAsW`0FYc+he~M1Agx(XudcfF;^;DIqc%z&p7qb#_y1k{j_YfXqfh>
zg3~L<&P~cGX$2lD+tXc-mkBGH@&zskB$%wRx@}4q{mJ)s@Qn|fDqhphO4f&&CcYe2
zHqUWcjItQB82|h!=-dg{{iQRkJdgbfZYFaJ3c3gji+f!)b=_glC?uf6aQ*!RN8W(*
z`k$8NojK>vpSQ;TST?%mdhqjm52>GJ(ivLDSM7@A^eC${O>?>=p&MI2D_iblPAi)i
z8f0i%(a6=dOQCL%)6=z0ZOqlW+qASX`6TV9wO)&HQCdP;HoQ!&2N#?&w&N28d3p*l
zOUN%2Cy|YS9Oj-x0ed9rm&Ahg{l^dN-B&Qwz^`N1Uckf_BGj{HoZxs!mZ4oUt0?>g
zC?`?+<L!l}xz9a19TMR{qyhi37u5gZf99V#)HI;z02s;Q0nZmO6H(JVS}5l%s`kLf
z0GbPTPqt~s9K6PqCPp;_k;r}HWzhZ-T`^YpH5il;%JC9Yc)W2sNxG#}k~IllDPooY
z#7Jy;gv!O*yJ`3CoKL69jms(yK7aoFHbSO=dD8;wo-V5U@oVDvqvG3d9^?1AJ;L}d
zRq{&u&*$|@K5MLrZkb4b^8D*P-EHD#?Qw^O>5CZ6|7wrRdmfNBdVeHB;Dzdj>HAGd
zENOHaHZ=vp+tPuHtE5PAtva<b?QNO2P=?fMF%GT`0|yKQ!uX|Rshf>Ah#GJBVz6G~
zKL6_tn;t`g{8D}F(3zYiQ+KV~E!~D029FM^Naz@G%9xAMq(;y(8?1g<w?EM^&h;Yx
zspR3&*Fpw&(|2UI?-&l}44U*UW_(~yO~v+8*OqB)fI&ZfZ7}mKzgD{|jpKejnRH9)
zo6peF8K|<e8IJutWE07jk(JkgyICx9lZ3?MuChApCmDT@PGsg*4mv4qi&ABGzEIZE
zLeIdYj2~xLgwgX67iDVvxHt9`ty1#bNVnVTWlezesNvC*AJ6%Rd1cN17L?EP>0M5H
zJ*98$=YK+UPt|~%ps2)`q-4huj(kV<>%y0Wb&H<dK0d#Ir`)mBQjqSyz`brq!fW?<
zlZ|B4Xr)3Elv_wTkS^6ML#_&xUpE2fZtjtV0bj+(r@UKPhe861!BP;_GD156eC)e$
zj;u(UH+jCvm;ZXW(7n9K$HvZnsVyDgFEEvU|26xR&YVdc+6&g=x)n_YVnG#`zO5m5
zGrj^|H82R35UZPy?LMw2Akot?k4Jr~MsbN%HkujGvogRgoEznfGslP`2t-eYW28Gz
zRPDgMUvY`E%n}719cE;kB5Sp~9^-u4nC<xMTUKRW9+?KO&kT1ZUh<#0H0`)|Y7ILJ
z>xi%R%{u@~%u3A|hawwmAt~gWl*MArD`LcwwC@wgYQ^?1t`A@3zP%qd(?ZK^EGQ=X
zJb7s>@{Y-)(%iJ9p`UN_^ul`ML%F|bAE5s>e{;ELWcFU_Tff-l@YO)WA3pqH-6BQ@
z)I21|EAN_Z=@pwM@u?pV93CqV)kE)p73c9OEVtxM2MLB3><aJ$$+y#MKz%92CzU62
zI%+m^rf+qjmb5HAe#>pHWp=N})Y46T;nEdlFGil+JN)yPS6W6&!4Xz7xNSL-L?X=P
zGMXdL#eyXkQ2VN!mQJl&)NQ-Wz%-y09MUru6kIAX_dH{G*qZntKyTT<n_)S$C*;P5
zM<4Vjj#<>asdu!}jdIj;DtSqpci@JS$6Zb*W6vE=kBn0VJv#Pe#?;>`F;(Qmd<K_%
zhSah@J=Xb$y6Ym|zAB@lVa>NIoVjYPCUpPP`7qi>uj5a7GZ~aszJ}^Cbx+uA5axV5
zV{Y6oSuS0?)H1O3%O~Tm4(ia)CL&+<DO9PcEo{?Pqu5X%swrW!%*=g$@~PmFjI{%9
z?mMm+q+T}Oz}V<|c<sv7>8y{9tDHNJPM^r9cP@H2_ETPe&qoV(gWr{G`KBRhBHgL+
zO+M5U8T|WXd0sh(*GDMR?PlHK<^%?o7Xak<M|6i&FFbg+^Yh(D)0VUb+ifTQ5^8!E
zvflc>5RT(#cWKwIe`{IcY_+|}EKvB;XC}>WngQo5b3R`jq{|pv?5gH`Z2YLPGs9_H
z_htEejBU61g<h&D@%fCIb1JF5zf~3Puvb}G@^D?#bWEYz$%a6h-yIfvSQ1sP7=JsI
zEyu&sK^>uuY+*_y{Ytj}1b{Sf4F{-f3ew%cnAkVCrPWb;ld?!hrxdf%fI5yx0jtqx
z{($@(0>JU?*eWZ_4d^ND$9Q3|!x`<X)FP3&7Rk{Z&U*!3xCY;95EM~yKM<t*$Tnnt
zz6@H6pOf8u$PTPTWM}CeP{WoV;*@tixMUS&E%I*@#Yd(@{uOF>3+H>7X@@*`@H>y2
zzf1749y%cOYRLWExoyM;jJVU2fLzFyjP%ptqvbG*{&AuPOdYiR*H-O{-gk<S*t~-G
zI|oulyS6+!AebJA{#CO%|Km>_{v*!K;4LxmBd0(av4<oq9uF!NWgimSk;(v*=Lf5j
zckgsaq#EIs@m>50+YN%sNj93iOC(B}ED77Ur(2Bgh4-86Yvi^g`yBk(yFr4IBrm{h
zK83sQ>3|wmLA;^Y>_jN|VWM!50c~)TPtjs>=yBpd{#J=Vp|g*O%D9fMeOp`m4Tsbw
zq|QQ9LNpGx<LBPN2?75T+^{$Bmm_hW1Y<^UJ`t`FUp>jYhW=8ao#faf2!?7*9^VDI
zLc~g>cNFw4f220a3a)4e@5qMZ7xId45&3Z90^<6EJgXJbgF=RQ+7gT*@kH-({-Q+~
zOe{TrrtZ>Gc|ro?H}V1yM`-~Q1H%j0?!zJ?0)qH_xNz3^H``Q00Ym)HB-#{YCg722
zJN9+!Fvz7`9!J=?vRc6G!y1t5ICEF|Z|af4zZ4(ewZ|9+$II;<%rbvlwjcigZ`uC(
z>w!Si7VtWdmRg+AO=ichgUVZ5P*AYfNd{QQh>?Q?x9zyOJqe;F5wfssF9qV0c?40R
zQ%NV{&dO}>HjX?o3APJ{b`9%JAK?C&T<{4Hz+yd|>rBGK2UGhTL@@GahU#NA;jK0}
zeE30L+53>>Hc&%GcOW)1U~rqBGyQnJ;Bf(4^B_L*&oHDxRZm4hHk=<^R^*z)medQ<
z*uvk3`y|qQA)Y3o;R|AL$0)#8aUE<eNis+0z`tUF|4y&r!Efh-O+Kk0K(Yv)h1C${
z08>W*VkqoqSWLN@)@pCgT{B@bkrezWkvAFXXRa}-k6yteLr7*knKY|gI*b6r5iS`4
z!JEFi$qm*;kJ0%u8R_fyxSFRZW>qZ7T3nhoy1}Qo5qB3P7BBGwDb(^ZuSTdj1mf~%
zkon*TE((g{6NT+0L)7!fV5i|RM_1Uc12$x7guX|d6EIVR<PMAvr0kcRwS8|bam{O%
zB~1?A>-A3OpWgqC80;M@yuq&RADRB8!5|GrH}^bFYW(LvY|8k5)a-vhHT%ETQS$G8
z^8bCzZjbI+@q2#)^K?FS9Av%vKjXI>>{SvCdQpN<jSPdh#u09_dZ4<b8--ZTuqMfP
zOz|V4h7MYZ)f+u16kxi4XSzb1PUzkf5d3(|v|6EI#SL=R_#Ebuf*QoIBQGEQ6Q^XN
z>joXJS+Awv%(>Giv=>b+-0C=#@pt*(j^A$8fms@IBw3eQrEICvq6hs6ZH9q+6fZVd
zkC&Lnw%VOV5zHfvO_AE)fT^5>;e{kloji4FF_Tc32x~b3*331t{j_*Ic;uKGk~$hd
z$6oqrKjJF^Z*n)y$Z_~v?P2&7sLIaS+3}us*w~Q|4%}AKodTy6k!9oJohi|U>IdN{
zV`f7DaHepJc}}0c6A{6W2s>K^=(UlJ5h%I9TwSFOxop#;gJ4;~0dK>-IOIN$lM|sF
zhmwnPpFSl56mq9Rk?Vd+D!j61{q0t>(AecmoIw?eSNQanHf(;CJLo`qapoaiSp&1|
zDVT|*jp~6%>_RkqDYCbSy0;}4SW|4*!Gwn4Mh5NtQ&T@*m>Grg`R-#nb#A4d+iDS!
zbf?juo@+Uu${{Lb*jNHydBVcM?PU95h7=pT3}J^9(FI8nudF<6Y(((4D|?GwI-sek
zY1Q~7Oy(n+T>~m$u42D;9GGXJiC=GupH3}*KV10`ALO8eAodKT2CoR{>(q|ZpWKaD
zSF6DkS?=OOhNHfP#l%r7knVG^tV{tx>4yx>V=SZ4>HC-c@~AI4cwVM($0|L=cSg-V
zwf0i0&BUT!XCPwxQSskwareyxgh$=gNxIyA2_{O65-_yzLi3=o9OJv>SugufK~><P
zPQDCgMVPW;m(Oqey56IDJk35#;csa0V8`)GrtOf59nel(xOwkunUq*EyHp92_&pwx
z$TY+dxZ-raUqYv*7Hadq#w=%%q!|bjh*&M)8JCt&`B+oL@1stuw{71eFliumje$Ym
zX`YS#`;VStf5a+<5Tw<igVw+5140N8i^1bR#DOpyLL}z!>m*l~y%|T^2n|Jl8;6$7
zgUiNrOIwrd>2;G=3=Aah;$})o6Ypkgxnpc{@6aLR!Dh|}&DQ{0oVDZV)N*x|1RUv_
zzkEOonx2=>506t}+#Am0#-_`{o2cn=B*pr7fuTvlvu6~)k}W;=L`344=~Z;>E<T-k
zc3&sbr*=nkv(w(_+i&Kbi8P_|?%IXdWf8YJ4y=r+Q4chDS)<XL`S{bpaz|yB6B3->
zh)XiQzVhth&3W;~TO3vS{d&BsW{e!Fm@F2x$-~i`Ix_}T(d^y!scrQ;B`Qy6+I(M>
z<8hPWUCO%mB-7#7V#^j`;g^m@D)E<9;@1{Q;tzG%Np)YTa<R3XD%DMVb3-ZW@SQtG
z67x%&|Elz5OEoN2G?^F>&swIwEM>TQz%}7B@I?WE1T|auV8RpuH`m}%Uerx?S@eQv
zQWX>u(L9ncZ-6qdfNsl=k?32fW_&cWCn1l)|3ajp61eLIO}<_T27Z2>#XHUPYyuN8
zQQ828eU)CCmPQYyi5jR3^7Tk!CkDp+iP_O_X1}u_pp6;8w7K2*NhMweBEf+^gD{ks
zkEi#&+K}3kI)lLhX{`xoRsT$d<l7<&2BFuRZFbq%=_WJy@hfeKq@GeVNv=qZFcXue
zp}j5rT;c$NoG?d<<a0}<H(PlIYj`*Qel|L~p|QLBU9VH`hXx*(CaR#DgK?@sC2{(%
zG5@lziw%DJmj1K7)N2lB>-_lJwH#EpG({pmd6}m*jszHr*tcf!MlrBy@rO5$b9FdK
z<G)`7%-P4>N*qI~&Z(&#96)8rT}fL`oVd^dgyKW{Wlr+JKZC<3iVtMS@bBBV5fdZH
zj3jw&2&Afd>HyO#I-U^xzZ<eT&$opD(dOpnyb8Y|di51_13A_W0tD#Vs{61K;}CH5
zQTCIlb;-7C6-NwKXL1an3bX@kz~`u>qC!nD3W7uc1fPRBVV%=5cjzjBaX;kCXG&Ua
z^84`C5!Dl^Jt1>vev8Em%$}tF%Zty}esuAD3tVyp8G(xqYTZBQ4g_?T5JPwjMZ2s0
z7Pl9z4m9{OIMCl$eE=c(DY-{BMQ!hK@mfCl*PF+|H*ZYI7qpJccrOWP*NX7dl3m_C
z-!?Rk-?gkACd{k327)|pazX}l@cV2s5$<u3p){4s<i*QsZ8m@qNjQQ@F=O0W)>4Ao
zMz@{evaB$z*QE%P=<bd0mGi5qhA-P(UlHW<T6x*Ry~-vhE-#P9?Ew>8Dh+oir$MS?
zkJJND%@*{@FX&QruIZcKt!Kz6eID?mDC&gNG5LCXgLY$AX2(M6>($qu?p=4t*uhVY
zS}kDA$;7}mg?ix<9wBGvANr?vK|3KRBt*O4p6!8M&;9oCS68pk&wU$Ot~`Cdcc^hF
zp5glCeF9JR&uFSO@gRwc)Fq(mf<hKUB7?>n=$YXTPZ`NB_85pX*@fN(Jx@qzQA+jo
z#|rZ;;g+ziVFUb5Qx82Z58|hwn<AY?W6ikq+)0WHm-uN~3hA<#LmnDY!+WjN1H1#Z
zPCsmhHMrdl9UW1~o&^_)3rz?c>q-hypcOcDUW2T&i5m_Ox<`)|V&j`^^6?xdn6x4r
zX$p#1enrI!Wo5bBUcR+xiy|z_mMyCwM}3YJZ3;OIOvil}^OL3X5{0*Cy{uRcUr`(R
zrf($`h;Ws4X;-zUZFj~PY}2e^-mfphVe*N6s<GbcglNXp!#g{-OZUD^-Q(k!e{=(S
zKl&a~L%MdqxRW|9J&gtF^`D>7sHxZR8z%d|F}(8JulCtPch;*bnPTOhrtIQtHj<2I
zPg$R5c*Lm{QSqi0p_4w(dh*}LC#=)AOHn#>Xx~?p%vjbAYMsc)T^7=j2Cl9g+KkmP
zV}_k#(r*tOICOM=><pq6Ikx)FuX#6kfB$=PF=_g1+EcL?x_*~M7MVFblyO~kW<b*Y
zISWnY5z{NNKKt0S-M@XEH~X@VTRtl+O@zT`Y4)h0k@Wj76GIn%+>Sc_Wxm}sL+YXI
zCEW<y$dKTdxd0ln==xSFS030|7T`xc`HegF(#(24fB$dEii>X?6_)Di{>i!C5kQ<o
zL}>fdtE|NfIt&uW17X;Tf<}kJ-yJUM7%U+k@axysWT%ua&a^{)L)PnsPvHRLNevnz
z-2C`yN!kG<U%0eaOl(NGXF7?R7bU!pq-h3Wlgp{Dm+<fbNc!;M)i}?&h>17gVERcB
z1Mt&{*^u1!@$BPt#wOb$wS^rY4Q1{&6Pqe?i_gnjyS&$X<F?tZt2Wm;{3zBcekamI
zgHm&Olny$YPgEc988g(nDmyJ~eo6K2`z@66<h1u&*q=Y2X8B4jl38RTN;$H_n2S+8
zIP}1?UZ2b}IflO%crV{SZenznU7}6@>+)!KjJ{VSKPA?8UU1^~K^~zgpHs$0_gE)f
zJah|9j6DjQFUSwxFVbS5r*|50-gJ#Iao-phWA*L*o%$jRvBedUTnB2yqM|0<@2RW`
z7%AO(-AU%5jOXZ$?&(__pC%kUX_in>kA*KewjRj|`li3eF6^MK99R(OXxx-~XqLR1
zScQ9M4W0gBOb2#bec@imRfcsRpvKDD^AsuLFOiO-aH|3oymfwsk54zOr-)4EAUQBZ
z5sGOK{dO-C4|J_p`j;McTvdb@A?$EN>fx;fIe~)1A9{JTt09J&z|N=ePx38(@3pGq
zf%tPZ?6=4P48l^5{<{y*Ze4CC22_m48i1GK0O;~vzC;k4&k$anJauVExUkiZw5#lf
zF56n-{^e;YwS?$(dH|<94y2K49zahPXV78wuth=tf&cr#4bSn{UPJjn^M;?v$^KDi
zZ(wt8h1KE2+bW4E-kQ0%$eQXU|H8~P?p(!lVnQdqntDj`N>=9YH2ZrwPw0nsu3s$J
zoRz(H%LN$~$(FLzfcy4Y1uvj1vRhMm;nr{P#R+YLevJbaCQixPtL}aMR3R7fzBh13
zrL9s%gvz#AA0{MBraf88;=NNVL~ATLaoW(KkaFSjV(Y@f9KV1~2v!R$8;i`s+FDxA
zdhIibL<TuIJuq>;#QXGR_C_<PqA-x{pq?OXBv9f5X~!AUty{Ld8vC{17iOvTprlAR
z8?OGWmQzS?BOxWY!Y!p9pnZ;!<i%l*qdig&a+0L1mHw!cL!eC!D&QuIUOh!-l~3V*
z#1RzhN}|63XkQfxdyE~k1kOOx3m{*IfUwC+hpEB3>M%>dWq&PFr2{q2^YkZ0-f~n*
z33SRv`Lp~n7?2Q$&S@^&#o<(vX2amKH@x4ywR3+)JVV*HEPsGvBy&<bkzQAEUR@+y
zB~!miR<?fJxn*o;iovS#tYYm%6@4e#zf4EM!iPFHYzx!6&9#m$<JIghqY%SB$w+h|
z1vXmF97Q;S66E~21XewECa><L1Va(!7F}M4Ipy=)Q&J@Q6^C~IGXIpLDi=WGz1jtL
z1fTEHt?mk|i*{@KPHk{MOM#JqJ-H4%&m%}`k6-+D)#{!`zptq%%uGq>>m#cIG%o{2
zU76-`*sfmxY2-toqA-b5F{yiUH84;>LSikHZB(<nA&MqJl(wIqRH?2}XzIxkwaMp3
zcUl!jAl%xl92{4%ObEb=g(ZyCX^I^$C!uHF1x3H2&*Qgs5{VwL{k-yBp7ka8DG4^B
zqL2<b5*>&SZPSUV(ij*%@b;bm_GotYE+RQGw-8r8%7Nk<yydQFFvdWwt&05E?lXnY
z&$;@7(0_i!lsWlFOH4d||34QFaz9F-UT&jMlm&uvn!LR>N9+1W=)Q4nn{D2xlws_z
z{q+5hxwPzTS}h^T6``U&4z9xCwWA8JwNec>sU;{!w#sp(HQCUt48n(hLVwvid!k>}
zqINS|PZgE9<?aoa2DzA;uX?Ujj~3%;ZZ_&-?>RsLN~%HuofLda@3NX3z0?EuN$Us3
zAac{biJfq;@iV-6jec^-fG_?<+3ehM!z2Bbf?H>EP3~!@Dw%3))=$3(-OsVs@9EG^
z&#UHFRRRN^-PPz`$9m|(J&AK{L^FO7rvc?MEXriB-n6MpF&DJhH6X;jWLgC9HD>0E
zq)d{sK++rGVwdi;xT?~-x2y~<R?-CqlOk!208d-`$sBcoq)!m~Q+_EaPB3B2K`)XM
z^tOaI+s?4zDS}@z&Ubk!CO18vaJ8hX1o8ZieZnhjBYNfmiIC{@ySpq^P8n{!-@`9y
zP}1RlAd0~fmxvC%nx;nFN4vmk8+DzCjW+qq7SC_;{&oBKksEz~8PHO*B(8D%u&!8V
zi>BShwIbW!!V$D7{7qbQpjVRaM{8BQ%<}$T6bc)^3SV<vyOoAUwNj!%i`g*|T3Y4?
ze#3QxsoMoaxynlNt6`<>YfY+mY*XROyn1*;z}su$M?@tB8zk@RTjzDH<K1o~^0IpC
zqerDYZVx!bi>LwdJJe+L9*w^(m|v^#x^^ehP&a>}-`n>n!GUYWQ8Ie6XhRgkwG+GU
zC<~-|j$?gWZB}8VBHARf`TKQ7C)tM|M)Is9S=xmlP3t?A0Ds9L^D{stl^^e8JZCPe
zl2JVEL&L@@8G(Zy<oJIzM4ZjZrs5wwJJpLL$g3ezT=4aX?5v)Y1v4shzK@0oVTex@
zqA@V`zS-c`DUwzjvm9reuPB(*Mrv;+Tm+QJc+Lf}bu3RVFDjA@CER5{?WA!`!skPJ
zhbWhka={Pl42pY|kw#6_Oz^wbKjVSq5GzX$-a3L8fc#_(yuT-0Hahc=+?p|7`EfTn
z##R0;F4}M`zd)YgWuPlkrY~Ny@jTY}Zf+m{S4*kK^#j_Qv}|JT;E`y^QT?mCN`+98
z-*U8W%$5lkmO};dGpr%zTrgv`y72ZrD(g6@GNjh#oTtOG{=z0T5Mnfq4fJPrB)_*s
z%sfjPgKCPHXpijdViNDtg+WmYzs!*<`#RgGDkJx5_yZ5_bt?h<4rTB~-O%lkBA7Gd
za&xIUu>Y?$d0{E}!sor@N|8ji@%93n54$@=5Sn7T^;Nv9!m3s3>KaPyY&U)sc@n9o
zwWy{}-o^~}{`;rJ8ea$Ra<T5_=FVrdXX~e4x(#pU8@vOAMS>~v=_gU~{~#}Xm3;ma
z<Mepr)iGiXf2W1-`PIpXvzX`#w{BgH9TlOY&*2uNj@iNd1u@~3#6XS#pTyXJefd)^
z1qdH`u}H=#Ek7)ROg4-YxB{W2APKO(s6js8VlHVlOtgn+24$!0BJp#JmyoLvllp+$
zUoAzm`|C9O>!85EJ~9$QI7K9h@#=ciOD}Txay(kK7m#kDX4sTfW(;Mwf^TD@a@qC#
zy}nEGoI6YdnwFMV9y}uP?kv0ZwM&|<ni}fAe~Mh|9g5XU`1*AnZN>H#(V1rZfKy%j
zZZJ8f$U(odkIi&`Vf<i{HWyQcZvN?15zV?czLuZfog2RMDSu>559ffB%=w=+v6hA2
z$8%YD*LR&3e4kbR=}*3|(9N^SNxlD^k6I8smKT!Z*_2*$0l-p>Sa175&&0{gTycY4
z<AZ57)(<?CG~&($i-^2^u-T(vKdokK>-}YF$>Sm%184S)?d4&<doXgJLQ161r<Ipg
z{3lc9<@Q^i578T@q4?)8+Gj}3Xu(ZupE2NeNGi9@%eH#>jjPOp-g$OwFM*uBU)?6D
zR9muJFFH=Hw;oLzTfMgPT-pj9&YiTEt8IRuk2ZMNt*XcK>OQlfLbC+A@AtTqx0(4$
z`=@hz?XWr({$@q2Z1|gta&?hZH#KhzeK+Q0>sy}N%qB7HmJZBj2OS_RsGd{S8f4k-
z_4hLz_9&ETc{%c2;PTi`!N?|^beHY=!V$Fe%ro1vif)xoCQ>YWeQvH+x@dR$utZjM
zaLBcQxAnp^!@>%h57_ZjWHk(avm3!u9cTRZ!<e*roWW{Uu_)DbY3F__t6!PryYcxm
zjiF&gm1Uu7yrD`mLs0RZcE^w%;v%aOHCA9h<ENzti313$Y|HHm5n*92@+v+N4ub6t
z@?{mn+$|NxGsemKuN(3&h>Mw(-uU=k`}KhMOSO?PN%8V>tU#OantmN3<sxBsx#Y9R
z6%YS?=|qEwl&k)S9UKx_Tf^V5aPTq|w!_+Z=|zcjO0%+ly6w#xGm9IgoKD+ycBeFp
z9GZ;Wh!Fw<7xke-q2BI*s0Z`FE5o|O2DuQN<7<h?vOX6B7Kt3h5^eKW$>iK&3yYgj
z264c$1HgtrsNZn2&FP%>-2r-;oT-r6!-Ghwmr6Z<u&np|9mD%2b;ef0YS?c7V}o=4
zj_Wnv3l4KGDXXd(9tTo$SHW8f$bJao4T&`jK!2RoJmMTlY-$5!%)|?X%<gLBMCKr|
zjufZB;OLOiE^1NAMVvz<eE=XY+6Vg~@?=k~e(w*y47t-0_`4&?h7q~=;MP#MybeqM
zY6_|5;E$@^?bM?bI}X#@pAK4LLx3`zbP(XMt{ibW2^9;;lZGTJ2xYcj`9r{j2~Lwu
zu%huc4!90#fEDF<&pNE-n6GPKqM-Bz<-??@d$Oyn0r`pKZ;0vY1#Astix2bG{%v{s
z&oaV8|4SL+UY&n^_rf>%H<G}6-5-Q+)qCFS6o+{{CKn1pTvIWBKAT}<Sbhn*_3q(b
z_FMAbX*F*0gn$7cKefl#oSNIv&f~H<3Hao5p<`@I0V23#<cbuaQv45N!JnCCh41{E
zWfqmd$txROccK1*Z@chX`ufGsSs%xysS1mDr&JX127p%*7YF6g>v{3ZYu1PRE^%KN
ze5Z`AJfi4D%~W5Q=0;_}q;V}{R1}o5MYV)l!fbpVnqcpZwWq}cu3oLOUYOSPMy%nw
z-rxzwuiu1-@9I5Droglk{uAas9CM^D9&X)us9WbCq*NHQP?Rx7`rQr`jk|XFqTChW
zVA)%6IPgVN&qN>>oP21xxgXOztR=cWJ-v-`YU2MzTIeDZFg$g{yZ7KCbS{#weW+_y
zrgB>K-;DpRo|FR06bR=vh?JpiayaaX=<ojhw#Vc4y7J9k@6ryQK`?4XW<h#Rn|u03
zR1xRfk%t}70{AaxiW2Ix5S{lY83`I(P}H;BKO0#P=B=co!-(Z;(A^X82g%$b+b<jw
zmodesXO&+=0I&e?CW^kHVE~@LQ}f>kP*!*4-_Z#&#x%`=U;g5}w{Brd{epC&acJwl
zt18<@AKIW9(;L1O^1C^EHfd<Wj_e`GWgvS<VLK@)(wnnQfhad?Ol8p%v-3Cf?w*8L
zHHPjBew6W}6HYR>QE+;_x^LS9V7Kr}0m$o<ys|K^BS7o-p(FGedy$zK=}RTKm8Zpz
zUXa#Y%N_da!g=YCnt!I6%T8I?3hgVe3r-RH+~0a5&vXYSs~2m|;Xx`EM6o*g&;MhV
z|IhME|93LWrzE(s&)}8(r%pCd%<qdc{@FeZk=X7??W=eZ*TGqOMK{^jNr4=jK!sww
zMz@jk1|b(DZ2^xKu?tfw;q1M<+}#yjqi(*%hqC;xdiOggrl2^Q;A=^7!f$Q#&z-Y5
z%6b2H+jlMRt9S0DM_xN?drz~a_C2#)XU4mHrAzmQ97;YFrw{6tD*e!)QJ<g+yk}Y0
z%_o}B|1Pd?ikC}qvgLZz_p%tPp7nE6^4&x8xSrPGJ*z@b7GWm(uCBAF#I;8lR`)W5
ze)nvPL#gCxtDOO;CUP+<y{|Lqf2OwU<eZSecV{B0!X`u9ssx_ND6d0`%lN)n&=5<%
zyO;YWeV0piKwCfELUfpj0%f3(tCuup!MMtaC<l$P<1cvws}3uH%+N@n>h0Xa|6@&g
zhVA-18^f4R|7?f#Q(@g*`K2L;k~OODDIhAATxb@$qMWA?Rz~{!NLK_@j(ZivcJF4z
zv0THhCx5=NB{M5aQ$@vZ{0HgqL>H)A4M|r9C~ITXNu0|Y@qGfbo-4$^)|@D}#f$7J
zLGqfBXo4Uhz7x2UbZ>>+x)o%QS~_A&(wxzR;HGd7PCi-&hNp76i3X@%$aUqYP(ANV
z&H-0z7%jz#S_}G~y`2@9YtUxDkd&G4yX<osmC_h<5j$2Qm%jhRlwG0Aebb2JvOymo
zg{O#=&?YEPj)>rk<R5@IMh#gAFeH|>7Zalq0@xV|?E~^SzkMAi=irBuqeeyp9~iWE
zpgTB7!nHZ2)F42^e1(q2io9u?h^U8W@T(DUww&lFB6uTm={wSX_%2SHAQ|Zo?FXKp
zXJ!^bso)0-+Y3<li`3LCqk+y;F8TKL>CM-QN4GP#@8Dz@wH1-qN9x|AnVtA(@dQ^%
zcVFz!b_6ts^0KAg?;VJa5!}9=)QNy#7Sum<=nA6sQkrercZY8|_?!p=ko`yURY;2(
z7M&?r8VajxznL<|jNhoX^J_irTwH(R1D)9he3zRfUj{Tbb2|eA!=dBHC%=~>?nE`Y
zu@?-aI=ZRH`w<G5$J+?0IPv6TPFO)IMTp0qGzzv%m8w5%?y3vk%!dCSd3QGGl0oXN
z)woR5nwEfTJ-0jt=f6HgN!g3oex*zAJRLLtM`Tgcdy~I-JnU~-9q?_<vl0m7y2f8K
z5T+)ew4P_;3O8%Mh2|wbHr7M!Q*V2YVj4vcO9K4e_AO6ZtVxQop-IcL@%x!Hh`-k2
zpbL4Ns%know%RCJX71POJkM6OiI1F<ssaL|pG%!n%##~QKvi<dqPGA(WT*nKe7}~?
z?u{I(Uo+^8&^yL->DZ>Q*FEc4Xv2<BpSewMus*0Y_0;*H-?xK<OZ`n|Jc<vW-ydQ=
zOmjbQP5r}tjavqeik`(UUe(o;j(apM{*XzJ_P1@r`S+!^-NH<&CCnHjt#3Sd@ox5`
z+>aygirN!XGXmlp%7b3p<fxc?z8NQ;RnPEOuQc>bt~gw-`mySX*z?5dlUJH;T)jPi
ztr`m7eIrog?u}K2QK()2!UR{`Rg9+_+~_gEGLYXiMsh+96ZaGe>_L>GT@Ar7U}x2}
z%AWk3vjYDMoiCqvw48@50h4}2MhAYm?c=Bk5rCqbcON#`z3sbUnIvWE4Ozz(N%;m8
z+EqA-9MitS^tx%=HacQVz>s418=`U~;~XT7iG+IrD1Qr!K*1ZDL#ygHI86&bfhiX1
z{KBZMY;qMzS~S5gW9HpBj;Fm^qc|8pXOOS?7Jhk~H((5IBUu3RRWGFEPM#fdlcoM-
zFDH{b5n7UfBmkQm5nIKxv2a^d?ICmX@hPFlkX|6>sN0#h0)Cf2Tp&b2q(qH)#tCFf
zY`A~_JfM5{+KFc$TNKe(w(kazNMe9|7QSg-#AHd_#w6x`)TX5(p%89TphErR9LB6g
z=13AKf#_Pw{Vo1?qM}a0sDWIw?Zg>@-q;h!UnyLWb$o0Tew|o8fEn(!)59i&2n5ge
z$YS1UZl<~zxuCW-S@hg*6fxpjd+m;u|Co#H+I3NJnVHN!K1f|1@dNfqQL_7Lo|2lX
zY;PVt?s5G1aiN*vu2ETTZr2ai*G`D9@9iI3bH?eJ{daw(6SO}~Ybtgve7RC^bfS)n
zDYU@SEA`##w{g4X=H86oL_EKBN`_x%Jf}bom$UjVYHC&9*^rmFw?CM<r*rme?e+j;
ztIG0H6*cu$sLhp#OwPPq73Y35M(*xGji&VNA5vOW1R|ALAN$2tJRcwEFf@O6Ho~kJ
z2%vUw^+}h}wIL}f!nc|dH^XoVxo=8_y-j_~rv`*BJpRI#mY%-pN7yD=5&GWV3G<}%
zh7(GV(ZXyS^2>|K#-<4&7p}JJ)zsc2DhAoYD?^jciM_lpX-iUSJ8<l})$oF|1(d#$
zQ_L)QfB2Tx0!>X#(%#IRa2N6JWOKoc4{r=L<(cyUJu{CC>5(CcgoTFn2);joawnpw
zr0`=F#;rkO;q1$jVQ6t1BGeK-aJQ-ppn=_L$iYsKKWKoFCh;}zD`}v5vo%%?>ft|C
zt8?Ik!yp(V4X8wV4Nl9xhU6WQYt+JXfa9*t7OljI2iLnsx1-|X1SW2`_KR(HcV^$G
zW@J>yztGe_WI+|)dIO<SJn!U!m$q%AWn^^mx@nxQZqc=g>&B}j+otCD(nr+$FL?>d
z%ku!pyY$zup6`jZyYA`e3sbYKU*9^~rHj(zw;u(x79$SEj^%&AhdA89B+hsIHAmI1
zz~Mt#nb~D@7Z<<K(oKH-eqY0X<3LnhD`&LyaQ=sLP5Q3a{C$-g#|lg{Qbc#CC1h5)
z#aN_YQO;6#@~|?Dw76{H?n)hQk*u6xah>4|r?u-r)dkaNs`(0YmDrcGTL+p2L`9f=
zoX@0}i`C)rh=_cc<Na5-?qLR_(~Mu<vJ^&M*aM#aCU32#>-*+`yfj;zxXcXotQdur
z83zvFcf2%tVk2W<(&SNlbKcB|NSwWu))IZM!xF4N*x1*Y7#qhQE2MeZ<r;PDtu)NC
zNC(qR4ob3E;olI9O;!NjH}m3W4lmTyGV+m-R<g1$!+1OS<Vm9O#F|MEA}V50{cC*Z
z{2RxD)dYg<A;l(2Z9F}+z6d_XF^D89{nW25?PA-uRS`%Pf>>@CrF63#cX9QMjoB8y
zZ)sVFCk2I5x8Iy*9{Msk*axR^pxH#}sTzb`LVk^Q7A+ke7teRtt3acjY2U(m9ff4K
zIb&_J8m!~=g*&)que5X7%zpc(j3~@b%?mr@lOHM`A9ivKYPGAHf36ZWwAQ@Tnj!i<
zkjrt?8oh_`^ZnNM=%vOY3Q3xSZLoQIa~1vXiZs!)dq$fN?ipeVl~tm7y+W1c@impx
zI__#NBdbE1a+Iag)3>>Md<<)*Z?gFD&i#^VwE3`IQfj(JS@B0P7pZjN?dnV41WN4j
z8`L=WMt$qR(L=`u=5EZl<2iBqHK*^|94S>)QLq_Dnp^zS)`8l@4;JiS<j4D}PaYe#
zJDYEMe&pjB<iWLFtvkDperM&EzTFvxqaPD%KaBijZm*A3?A{XoEqJ&NEtgyH={8uF
zpbQEmBh3%VigZ$sft2YI{(Rsz&|81rmsyeg4H63t?5?=DR${)v5!vd+l(iX<6(8Rk
z{Enhr59;Y@f{4e60=|N<Q8?cb(bFU|zvv7F4*?2r^|*g71oDEfivExFr1yr5H?U$g
zohy=*ltkM+v*po0bK%F4y#Tc4&<92eYNE1|^J$LOG@jTcvmpNS+qd)HYf_5~K27`>
zj3e3Qx5tXJ9z^eRZ5xsG=dk83$SQT%mWV1*LnEW2(%Gk*al-8?nH#YEARU*P)Ul~F
zgk>e)@fN0{5woGHn$IagxTueaY9w^+c9F78aWCEZl772x^!62^K9!QH3&uyz=k>_{
z>f&9=`gK`WLShs@A3s~skVTWmx~y6|@#l8p1<wlbFs2?G{qSVCPu=j@5!%JMZ|uRr
z)_i)AvN)NzxxZGlK#~V7ys)s$M0QrIV@0&uiJtLU<5*c&daUM@uYTwRRq;1wNPNDh
za6e0!`)E@t`^%F#jf!??=DYaf<|F96NNogo;c9da_2nHVF?MKBL%y>g9KIyL85_Z;
ziM!Bl68yb7mxvfq-%U<axCmjv=8|(0EuZUS2#$W&ix4pa(?G2IHG3!6UU1182M;p+
zi3EgU4BbTjs?Y40pk_yfx{#0%$@?z6R5q3`>#>C6xWIekeI$+(LkV*Y3iFalUc-37
zdjL~A%jZtoUUz?6-?FaFR^<!$G>}yxTyh0+73&f*%QtEyoN~NHJ9oVP@u`*)LlJfT
z?LPaDWf&)$&ma8VlUI{nP`q~OS{$e99W_M8^_z=^eST}3T4OlazdF3ihmJnu)8$d_
z9X+<bzE7Iz4O2J7H*>S_7xIZ)i_~9Yk27mND#WII(VuS%v?ur4N2w&3ETyfZcLrn{
ziuClK4t~i#x-4CKNrCn9vYZnobk)#yL7LSoi_hdfOp2!p4ZV2=2hgqVYpQBpR#QDy
zM70L;_e`Mzm?FR@`R$x=WdNWou^g|gRH9k6s_!jFi=Z2s?8)3iQl((4v`!C-SzK7i
zzBun(`t8+*l(aMz4-XkaAYHyp3F^|$Ft&Yg`O6J6F-;UOfcPiF+6}JV)VRppUW~j)
zSu*M=?bt)^?;TTXw3Z+WX;v1N%lOK#N2Zp?ZCs~xNZszz&#fi)nSpHx)17*^r~b3O
z?e*g-=EW{mBYRBNx%r}morRmtFVnmq$LGk;hbWkNDC^p0=?xsrOiB%JEw+|*O0|~X
zy#VMQ$seuPo!x(C->&t%EqqT+smxV*BdRjJk8mhk>IOA%ToF0eiOV8c^}G0S#ehI}
z<y75Mg?eJMS42d)noW<FY*?Wtz%L-e?OfD9tGC`|tgLd!A)3^<#wJ<2HTr={Ur)~X
zJ|)pS8SK8$b1?Jn>)Z8na%WV6qw~jug;xrajMKlhJ8m5>I4a7CN<sLaS!(na2D8<U
zXlc=U&A9kDe#rPJArZ%4agHmsIO)|)&GFM}Y8&>ATo0Z&jRM~qAZJrpmNzIhP7Z?z
zr%+MN@NUKLV;6B6kr@%nzV8Q*E6T`l5ibtXEqI*uY+s)iCsdJAqumdD0ok7(*!kGe
zC5w-G_@H^?$sCy*qS8NbBLExDL1Lpk`j!g%Nv0O|;5N61$Tfyvq^G~%UvJ<1%U&Nt
z_j9gOKWAqvM((BA?|w3&qocD914jE_)V;mETz6#&11?q{5*i9EHx2#HwedMQtavw~
z6A~H_#m)1sR@FSZpYexoSlEYA7qm0`SD#eBt9=#Pw|oyr%{{)pio(>Ymb>m*<{#M<
zrp?O5MprrNA|=<e5IAJ}hC?|!Kr<n;nCI+Mx|2CvR9E6@8Oyi}HnVMep3ryb@cB0d
zN@cNTS3U%DVY>^^bXPy9PRIBw>C%$(=8uj2*#mqPl8N1e#YzF*tF|hi{uoz2c>lYf
zp?;uR$JBH;y`t|*!?4}@CgxXKPX}lTsazJPsp^%scqIUaX?#yAwp^$0P1}w=pk-#(
zaMDL|bKcbS4|NyAh}sR6S3h>d)JN~k%O8ULK*Cyr>;@<dar*Uhy|t?>UO6=lHAGQP
zI4q`13CQzU)y1s*(A3Dik@e=wmm3{Q_OUkPs|m0Y?e*!iXZw&XO9FiYHY)J=4&p93
zfwPkIH4!ZZBxHhsTyfIkfIG*1@IsDVFG?<^AS@LWdO82{Q*N%fPK^9|9F+x)@#iVT
zKaF*Wv_>{HH(O#IlesX+X#C_zuah0FGt!6>^c~m|N#-XT6b3w8RD}11Q~vAOay@)4
zpdN)QYe~EUsR1Ph1#EKIUb2up<bgzdip14Ah+Yv5N}{H&Xe8uhu=Pv~2$oG89micp
zdGh&JKj&lS;qH^ecAr2%U@bx>z>AuinwgaocRny_-rSg9;{Fm7j;pJyo9Zu)$jFqI
zrhXXyq!$M9;n7^xP}#EP3eW&G5q~WqU;+WfxlO%GY++h7zSW^y?YH?oXJO%@fBJ?d
zM{V@y`~Lo|nwUl~3MvWZ9*cQX)4~^K&NI7t`r4};c9Yoq5l!2<uh1(}eDrDZ&0^$U
zM{b%jp?P5^t|A)Nk)8Z>2efjGItSHHof5>GOizEaU!|e>jR^#?TDsaA)+yP0CbHIn
zr2?cx9&gOU0%5e8H+iT&xa^tlsS?5KttIrA)Ow9`F?L)@29_<E(ZhFc_skp(Q&Vf9
zr=zPP)DUv0Vaoe7aGrdmfYXsJehWro{Mi&k5tNe<i=+OtXKOm^>(^i%5X-Wa;68NZ
z$goSD)}HItexyV;JDUaH8y7Qr1{F}ZdeXgP{>KnRb3s|<zuxw8V-o=~UxO7<|L|dd
zgcE^nu*7aX+_g9=ehV{$8~YvP*o5NT{1a`B5>J9{0YUj3*mjFg(cxHt4+1>g&OnT~
z?2^(yZawX|0%QKQu`OL#oTHwm1qg9o$I9xk4FW`gppCV+Z=Yb~zS|~o*d$9ePMn46
z8s*E-I+=%AEz*xlOBa%Y+^bLSe%Y5^R>_vi7$4>ypH%vp(*^%bMewAlSw-WLWbm=l
zbwAs39o&vPXVu9ZJ3^IFM=7dU^Ou*oIor_L+7hIqYu$EsxRaH&6RGZu?_Jql-<@S3
zodkJ#${W*KjReA8&!~R9*g4KYF<qb<6)P_<A0OnT5%}%{0lAp>hAc@0zqFg)&y@f6
zlD(iy$%+J;U^n}`Z}MZ}_0GR^>o5w)$fv%(hikpK6yGT8#l!VhndTAYt-zS<rSp6;
z^78UFeCjqg<&`IKg-`>Q*n_W^e%RdHKtn?lS0j17x=`X+TdRR&p-LvLU#uC5$2V%I
z3clO2B9AG5*Moz%x2v{2G0E9%kV@mf`sJzRc$I}rU-`!d_0uv1TQg%=;?G%Mw#Zs1
z^qGK$5*hR{(04m|={=9GG?JF52y+xx@Pr-_y+SL{)DqDi*qJ|VBhh3eSbD+a7Nca1
z3$wb8RsHPg!mS4PeiYu+60!-`Oa)Kmxnf`XA}1d00J)<t4#(^B%P-7WxneG9GPH1e
z*3$SPMOBqIHnPh?&DGiGfV!H8$Ab>({RGV6l0SyJ$F5;+zFU+co~0$9XWNq)ekK3B
zP^<s!&F9Y&RW)=bPrLSegoUx<-*KE(Si{6L@YSA>UQTJ}wqqZESyQv<xT>rqYuxLu
z@x}1)8(LgA7luD3?in4EoSL3Ke`L>1z))X3&)iC`sHkW>I?8(muX=39eAy!^?Rv3B
z)tjfq*Tc8UB^y2b8aSEFa)Di|ABl({RzXN@#%CfUB6{M3Hs)riZ=*r(ETR-2LB9ky
zpt_q|L2b=iX<IwHm+&Q%G-?Fvk^)Jw*w~33rQ#kMYHBA)8g;PKq~D+lUFb0N@#S=7
z4N*=(8PT_A_&3|!lKll_tt|_03h^J|m3;y1B!q18@b(rg5;O-8=COw?UmXa>ODc5n
zhMt7JjX1=R=+@D<ml$So&k^|uVU<v6?HE3kP`K4%z5JD={Yt!%Y9gv?Lo_bM>8qb7
zln97qu8XMZjmhL}*fI9!N3K9Ja-5+E5fuq--71KY7QFNdid|<h2aW+jjT=rfj!=Dh
zEX@z)oPEzt_+^wJk+IcM{9ZOp2PAU^lJuQ`CLB}u;Saw6{7Upg#LkO<^+=vID+%(z
z4U#<6)Y2jd-52s#YCu3VARL-hHpBW<pz!m>22cB`pR2_A6zAS>Y`kQOoQ^}@>>D;P
zKm!M$mk5s(75RYYr2t@vU0xXC^yZ$0s1^vr#oyzFcNKm25uXI+Zkm-Vdr6%(1{-e@
z2n@93+W13&gG9e3mgPA&Wr-P7VB5Ag1@=ggXSq&n(svs#kS$Dto78Q$7X$>*;6m9$
zxKP&ob?EISS0%~1Cj25CB!pLhnS$i8#zO%~ELMWI<ol*hJiw9o4~up+V*SXb2R9lN
zID%qg%%IG%Xk*uZ8V!r@)hVYI!COG~ne`k{I7~}V@9gomKYs}075;v0_9m%@V)frv
zJ=}5-P%>{FJT2of+kJW}sW6bzXO+!x2d?3}2^A_I2y0S5v5J|8Hd1>f1sQ`6It@JV
zPu=SGBB_PU7Dh&q_U-5_+fli_cu#f>(G18+;Mj#FuLm+AXyI95G+D*O9e^WB0Do0%
zO!>UqBim++a0(~4i*nW;jN$_gFeQ8j*{p4Crcnxs_zr*$Qqt3(wp$n(HJ_Zc(fm7-
znzxO#sK8f^uEz~n;Sl>;P=8vy(;(Q6<WFN}h>we_EU<^<9Kbt(R5vdqZC~OKe?tPk
z+Y9i3^yB?Qclq%LpIXBIHa)+PMJ@{|_(C2l6$Oel`Y^2kNC>GEmlyV+MA}h$Bw3R9
zeF-coHoH|wh{Sf2&xz!oWBn+dAACT%m@wGWQ7|UH0OD&O9tr>)%7`4)cadPzl`B^g
zb-cFrHIvnPUHv0e8qvQBvMfKOjV~o`nV4$>8efB5mP9~X;&DO|5QU<ss7UmyBq1EO
zGQ5~}489pgBwn%RByidi;;bjqdK_A0VL@hl?zl8}D5fa1p+B{+t*Z+>BKiv1U4+kr
z2^o=%iv^=?T_J!>nj0gZ9mYz&NzQxI4GsU~^uFfP;&^Rl?u=`Emy2$-dj;*n2dqL`
zLT2}`x2<Yl&)Ug2<3W!+6GW;P#x+=<ka}?b*Uxi^=kZs3+^G|<zsm(rb-pTN4E5nu
zLoB!e5D5B;t?Ex4dnc<*5gw1=V4A8w`QmDRf06?P1eE_s16afO{}IE=^0${?i1tq+
zt^ga&pFhq@=l4f;@qgDJ4`^b)YMNmzAtB-MXxQzAos?>Nvr0k(l)fItvR|q{f6}70
zvl7a~CX3Ni&&1y$Ow-RwRTc48Ts<L=;Ddh6fQowMczuszZkOw7_`Qp`#7_)=<AHw`
zX7vt3!QNU_6g`_P|2>6ntEtcxmKCvu*X-YWXGiCod)iseeE!r{E<fYprn7P6+u9Jd
z!bSi62=<?Ok+GxJKzQxKCZ>P!2QJ|c9Q^!A-ehAw(n_5h(C9o6d8RY9?MKU9e963_
ztgH{Nw)Mvu96!WVl-t>U*}rkUO>&ZDDzx=e8#!z)*x3rv6zmZwUe8-l^E3ggUKJ!6
zz5V_DBWbszP8}26lpW35@E*zNI6m<}D1bXf4Z?r+piI3Ezy3N5unaW&yTMqzdmvrk
z*t}_{q}}IT7=n~=ckbH7(tYtqXmYxmMar{hT#yd|Cm^{5C~Sk!Nx^)FfX!;~i6Kxn
z#gVqo%vGIKsN$>G#Lr*Z*v!AP0Dc?Nlz^*AKfT$kJv`V>rm2hB?3oi4nQO~tyT(S+
zSXevnK&y;`GyzCiDJ(oZjHwZqc+{E#st!}Y6=^^v-dRJAkKZPlW+BKs@W>AQvcsY2
z6XgVoTZq8}8ccb^1Ea&HHde47;+VL*?~?3B--YueqVGli=0`IDzJc_QNyS5nTgLbW
zG@ww3EsF(E33^d^_FepZxLI&#Us?uLC3IOhvqEswk*pAWIIBtHX^4%%>Y=pgdpcY2
z<XB>Sz^hDJGvIu7f``K+ElsWI<}MF<HDpN1%Xe7*2BSqR<Ak?lVqyZ$PD@K$iQk)o
z{(<kSGTXQ*5C%|FATn_R^MoIR9ZDII%(kNt4UudTa37RP0+@CC{3a<46nyO@gmxh>
z3DXwIm)r$`3~tR+fCC6aPB{VdCs_<tw{~)x*dI)9evV9Mm|o)Jso;;<4%_9x$f&{U
zfwX9>LGdtm=I7@Fa3<3YvTl1uM%fO@ZOX-KrDyWIeerwkPGm;Fd7+7V3Lp)Fh|urF
zJ%hG~Y~B_g`J#tx`NjwAGm?^4p^B550weDUNOOQ-<ObR5@HT|{B$2P-0aU{hU@tx*
z5>gS9DbAXYpLC<XiAfO93^F6&GA&I`SGBld9~w~UrlBT%{b`#5KOQ~c5YIfmJxWej
zvAFrq|6f((3T|$0geZS?rlt)m$<7F4`CJz~eD=I^7{wS*2T>;>@di;fgpGcAayO~C
z&@%}wWo+lByE1+w*z`J{Dm+J3Fw?~ur<0^Z;$guEqltow<a7;-z<+$RjOsVU&W<;!
zs~=Oe+W*$kJpLBH;y=AX#poz$T7^^nwLR%NK`Q&+PWP!EWuYxwNQ?+|%eCO(HU^yX
z&JWJ_zp@0XLq@6><ybADyI2i2@Tbyy#F8kGi=way<_q#OK$F~N?`UmZ38}|7<ba>V
zMuo9S30{reXWwyQ#LTa@-GXlcP$;+k&i(r~CK^cNvG5w%OjcEd{2(7;73R~9+2=SP
zcl`PLK~Y7xcM`aRGqT_k22M;69zPp28&G$B5ttw0C}S>u-%o@gnCp(D*CGv!ycg8e
z)Y&8=6A{T!>ydPP2+rj!&?H<$hnuU&2;`TTMQJdG|IY>XpieOUD&gzzhBy=bTMWB*
z?<V{TgnZc;_l%<o@h-tqL=tj9k*L8cOQ=x*=q0i&tYJg@70jswzKhY((Lsx*?BF1V
zC}$#2gFU}*EUO|AH#gWn(j|rGxXN0B#JAViXEhH*!}_&ur-d4ZqwxZ1DXG4`>g$ES
zo$(Qbl8<1Vl!z1YDdK&I7kHw0OpFZSvA#=tN$@K)AA*ogEG;dO2%#Gq3AMJE;7TmL
zDR|=xmTmJ*$xw!SB=bd4e0=<b_aUg>+GUz_)f}X4nuKvZk>Q^J+xR?yACde45<_uI
zVTOyC0KjtKu#B&^g@p$Tc*o2<$ZW(|*u`RNAyGs)hQM{^|HhkaKg|{roWk+vuZ@p?
z7q*O2JRKyn8k!$w3jRGJ|068|Ac_At*8q=SZ}~-9&|paG#S@BZk{Wzo%ph>v74h5z
z1O%Kw=nOd|NZ}6tual6t=tjBX;HtNr5_%-H8`jvSPoGHWI?^;Km)Gw(+XE)%6)?wL
z2;7I3k~qxmzR41l1SPyg6GcKCP#vAtsSuA(Zf>UCk(HPCPbw7VCL*uo-moEFU%2h3
vB=p@GtVgpdJn>TCnP>WYnEwB4+F9aD5-sxaYQFDB!GHFv>#Aj{obdY}Y`;+)

diff --git a/_images/ddca254f399bfda7865640a085bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png b/_images/ddca254f399bfda7865640a085bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ee3d2d27d515d531e507b6198fa35d816d8c814
GIT binary patch
literal 100375
zcmd?QcTiN@w>65Q7!XiFaufw5O3t7lAd&<m=bUMBhDJehQgRlMBuR1x$(a_(G`Yz+
z=kV6{oZr3o`(D+nuj*C3e_j=wBTe_-Yp*%ym}88&2z)OqfpwqwJ{lStmgL(v3TS9I
zOTf46T@3Jw)Qg3A@IPJ$F;xden6ZPio}CezjGlvyCCtInOrO%p$j;sjX3fsb%goA1
zY3kr$W6#IJV)b8dV20V5unZDyQGtuxvw5p#kA{Y$2Yuhj5zaP4yMcx#`R4Tpm!yp;
zXI0YC@twIDWj6_tn}PJNa?l><P^U3VZN<1t6({ptCAEglIArs{lDK7Uld4)}H+TZ6
z`754tt5vvdWBJmHaLB(Yk{aimp$JwM@us^OBZlyd$8<7wI@(w}=`A(scMW?dk9V8O
z_o2vLD$S6I@!QZpd>^K>Jd1ep_g~DCH`V_BdhYB0tCs?Vg2Ka>RT|HtOM_WAm^7;*
zC@xnd`kDP6>finPO8M>_n{t7=n1_de^OWQ0xB8`l3<=lM#aJ^_Q^K;*jnI>m6K1&A
z)qW~}t&7NA)^BC~%-#=04u&SmE$(4rQZq0FH#dtsefkvRf|H$%&1ErKrRwqsxqEm>
zwllgO%xk}7vtCf?G)Dg9$)fL{yHu^SU!Z$F4hjk)eZ7c)U)hfoYV}0Q39WAEWAS7R
z1juHK7Hpkis2ds@W`E3oDDuFWt?U)}0C-z)YAVI*>MEl~MM$~Ds1r|CRaM-{iOaOx
zI@2`#+7q8eyZ5_fq-wR@b2T+Jvap#-7{&1nT)3;N>w8w#UIENAcydy+<0@9iD}Ls3
z%NdPPy{yx=r=hB<YRZ)hHr*@3J=F>>P_^4mGG1+O;y+5y!m`{Ue8pO7f^Z_ObUR#g
z>LBH@@do!CDbVOhy*i*>>Q9zZP<V{tlO~rsE>>M#{fvfY&xhjT+tg8uKTc#s#IJ4m
z^|{mbBFW4NhMAd}bOJ|UTQI@?T3(TUxjIttIL)7YJ}c3BzBis-;AGb4+4JYchFy<G
ziga*(HTm4BUN5YDD=lp}UShN{Ra-f=uj6%UG><}c_4O^*&RjApX3HA2hY($yjW)KM
zayXr*5EB!-T%9gU%E_7h`7X(*R^r=uxd|JytZ49(7P(9COt3`cZtPE|P4yT?wNKhb
z%h0XskEfw9wzjrncX)vhb8vFnA_R}WDdf8B_i>*dRW|l5^(79hI-r3y#CDLohp-y7
z?<_>h{h65PhF|SdY}IZH37xG_gO#*=eJ({uM>o5V5dOP!H*VZOyM=+lr@h|!h1znm
z>dX0dBLxc!%e3n<S;Kzv_D?G$SI4fBlG3E-@l?(SdUBW98#mF>!S>S%U#`lr5<c)a
z%+s+_xf<1W$4Zv%pbi)K)MaQFRm~ut@g*T40UKFgUq7&Z2o}FHwe1xP#TCjAv0(gx
z$;sYu_=Q1wM#kxubK|;8e+LCTBs-f{=X_#x=itEb`s(sxkp<qQ`*Np+;_Bzr>H7M*
z>&0$|TCx6Z?nxW;?fPT#ne*x6pW~JnOWcif)9%}g(0&zEPS5ktoMIy@VI4?h?G$f{
z+uDof=4O|rc$3cF-i2i6>9n-8rrq1=>`Y8dP*kI0W9`A!*xU|G*+7l#wh`p!=PzV~
zCsYz<p=y1Z4(j5e^Tmnnb7p4Q@luoUbh;q@((x$Q{iPR;SBFJNGL;V>zPGluy%@}v
zQ(0SEBSmt<rt_f}G%BqfEo%=)G@{i?jbD_Pmxozp%cUx}hf@??%-#{Uv2+J9jIOHU
z$;`>g5v`t|pN|T}rKSJ;`SWJ~BLaf#y8V9sFe~BHF1aXBt8|>4oSP}v2ZM49FJ8QO
zCnXgOR#F1L_JS6sR%ZIeK*JeaqUPfCVjn@)p;n;0*l@n3XpBfH7#bR)16h;Arq_Jy
zIRiu9)G43)RO;o1$vXvwulgLsWJq$4o!5V_Q|nY<pkZxY_!!(jghE)mtGCy|a;DrO
z7J4CHt+c&(lLdYn4E-c<b%NT|UXN|O$b^1O67rlVwrcuxyBi07BHDpc(eYH0l$BN9
z+usMZ1YYy`8WHg=DkjG1xcDBG-#sFAN?*b~03A{`HZR$Yd(mEHDirIt-ETOV55}&n
zyP=$~`Y|;%6=iE~POnR0g85!vzG-zZyBb2U<6~!1Zm$a$@Nj)$Wc+TL6(BOW<mA&^
zq|?*WVWSFopF>HwOKj#u@Wj%xvf6heV`9V&45(@4QY@YOk=C_X&d$f=v3djPVs+qp
zWM0f(+GytG2{Ttml^opM`(p;-yP$IRLSY_0U6Hhv{G*FS7B2~Na&xITIiq7@@b~ui
zCdk%TSGz*Fr&nA^$;d*Bida}#Spi1yR_I)u&zsm)-ywJTHif!F;qma>;2aS_flgye
zR1}_vrzg@g1)x^DdAZ%n?=<FA246yLL(`8B_1~7N7vyVHh7qwFmyskU#Km<AU+v-?
zZ6YPq)zxd4L&ybdrclAJH{0;kGcz+^Etj4d=<AQwyL0#T^|`pYIcYR7=&aALYk3qT
zBml4>cDcShb_L)3f*sK<Hvs|+Zmw%v59P@BrU=#|QOzwau6tdyr=T_^G&M=(1a{x}
z8`#;|xvXZ!jy1yJ{>9ayp`m2jDwzu9$R!l2B}YDk&k~(aM$gG;DR5`UX2{&p-?lTB
zfsyeUKYt>~amSj*QayZ;fH|l=wnkKd<fLa{P^+{iTOTP{{|VomC?~tA7AiitT8$^R
zdc5a&tWH2nF=f}oH0gD|nM_VXK{2ys3v)AYw?L!_de^Je6c&a(q88^l;^g4inf1Y$
z-`wnTZrCRSOSiSRM=f+kUd-XZS6+Vkk$3FHlzJWg(bmM0i^P7ZcWyv}V$%T*I#uN|
zXjC|lJMUBZm4Vju7!PmA%<ftyk*nBjkS4`_t6KXu9AE<4!t%27SZr*p#H&}{8Qc}L
zABTqlI?gXHe(p0~moHj<<pyA4tkeWYPWX}oR=0~Ge0_>IUDvr@8-wr6z6O;KHP|>V
zs|17dVK<2)B|SYVgN`t(<1yn>t#TDU0fD5YCF5*(ipbsNNY)aO0IIz5@@SBzZ15`&
z>#8|FY+)RM9W)sk8Oy1fa+PH=Ub|=a?%neMA=<QdP8D>I5p+L_NJ-fmTbi4@;ZRpF
ztw<c|XVeo@tk;6kpCX9VyVjk;V4<hCGh}iBP<aY=rW5qSQ_u}aJ2ZQh++7j5U54{h
z&NE~`?F!V(e@vmSFP4STdK0;edX^b=8j?an9yo1I4D0ELilXBOXTmXG_!5?Umr%aT
zYG^f86P=YsgU_rvwtBU&U<ew)=|(9+wOC)QsQ(glRd1;IfZg=x->w_{;?>j9kv%1X
ziAyVcYgP_^hRdLw|0;X1ShwjDd1z|=O1w$R+^>)5P-mHR9MuXT;SM`HbCXRG=xXph
z=W*H5E$a5l{PgLj(B;7(Hqyt(C!XB|J1Bi8GWFt?v$M0;X^+lL8xW5YTa<VT{L0n1
zFG1|>+q;Tc(oG0NI7FfZ4t|S*rUhN#2GLhrd0Si7aN#Q+`{n-U?Cg;Uq4SVL>zcq_
zREP6vk_5S{Z-GYT-U%w){(Q5N-FE&Bs5l<?BSsP~OWmFrrcH(K0J2!_8Ge2!I%1OQ
z>6e%YCE2P&qk4hy)x~MPR&C70#DsRT`_aaD-RV*y)V$^ZP-3bV#F!0c?Otxf8>b4k
zT3g>VoKJ1<&0Jr_YSlXFm5z^<7)ce~9G{)l6}s3F)%HA8;<B1(b>FV{Z)_AswTGhM
zSIclWrLF#r@zM^~qeDB;WlZ{$c%j}vD&P_U2vfC|_c4Hc`#~A*-O|*{5QtUWx^-*k
zY`ti|8Ixt_j}*(?`g#vj<zzDeaF>NI5{1=C$*!QvPxe!<dnv9@B+As8aD+~D{Xdfw
zF3im}fe^Nk!0MXL4%eaV**Q9*VPpFWgP$YAx{N@1%Vj=TP_cp-F)mBv1zS<w-u?5V
z&B$p*syC@!g#QoB*f0dJMnI))B>zw|{6nw5-U74-T&npw*7_@DdAtW0E#5Ty_<vvP
zXU#_+2U(|}pkQilZs#OlNWzsEnxD^T$(2|d{8ZC-h-g4V!Q_q3+j^oDKSxRijMQ|x
zxIW|6+XR9%j^YO~;P(UyFh5!-aL^T{{_xeJO`R?aUw8Racm<@>0VGTWTrnGDiV1-f
zv<?xT@rbQ21-ZF%puTY^JP#gOj214o2I3kT8}rqw{#}>;UBW%V66L%n83T8{+w`gE
z=sLTeKmPkG(T{`Z;}DBg(RR(8s>sQq1AI|VSC>-f`fM~_7%l`70z@|!z$b0=hrc&`
z@LW{i^tGiWW3BVH(?#9+RxR4l=xC|uxl@JpRCj+ee^+Pc?C&&DS?0~1qu-)9UjTCj
z<v@xA5FZd8o((v1$1-cYw7~gBDI<^&FBG$ETCli(0#1xw#A){DS(bGC{K*RzmhH;p
zrx^bK?8zILWb&hATeomVZ}AMh)__N372AM8f@NJ?Ufy^sCr1ma1Z1wG8+l}xFQ9b-
zT!at2JzYKxn{Qr!!VwKhp9MJu<&HM|(h;r0#H4h*=8}|Ui<>y~)}1^1BN{MPrw!GT
zl9Cg^&$<A^1WOJ>m8ZBa5s`bH%*i6CG<~3@j4HsGw`zF~q}TcmUr!{g2a9K{4%mu5
zjbH+8g^3A^o16P<WTY$LZ+Ee<j1E=?0Ho`35D%D_L+M|;-B8=JUk6kHncoXELnEWP
z)m7dInBLe+!Uv41KfSR?xOM<H1Y0(%`hI>WSMh_g^3jR_5Cgr*{IQ@-nwy)WflXWv
zW@-4<)6=u7{`~oKwvUK5usfau6o*SEyC^gTSRwA85ltPChHef?AikiCuePtR!a;OF
ze{($?R&kyEct^F?i3!p(+1d6;tI9Oxym(Fv{9t^hwLQ%lKvGX9MjMt~EMF2ro6E}j
z2nO43a^Yu2Ad!hcv;dU`eg1gLnF0$73r#xi<;Ri|wiK87K<3m&z>2Kv50z=;QYN>M
zQ3Iw67pMD^@axNGw6y%%7NDzooULa2`uXie7kPZvfYm#`nn_)OLxrJfQ6JB0fB`=n
zOyxV60A<qfz2H%@f?pg!Tcfq1+-^WmZ2FeXEiFGl^s~La-HUGgaIWbN#fNFHb1OhI
z#3ZGp6aglE2RX@LYis*XUS7TuQK`z<J=fy@B)DxJw72mnlN48R*PW(2Px6M>#=H(z
z<TKOKUW1&3(l<I+F`J%*+nO}u_&G+{zcJ^_V-I?IXj~OpA?{%OR{E$W2@t3+U%n&>
z!>55*E3B@q-3QRKHy_NRJs3wRCVv7DRnp5#sHpyk*!(b)p4+G!&%?vx_o@RFNvQF#
zG@PUh2eBl*S_@gh%;iq6{N5kX!|Q3<6b-}(9X<V;!(J?*rt`EbEv)g9E7fB!&;SXZ
z!F8j!qsF5j5|~z%Qy60;fy*iGVE|;VP7!dR=j?|^YwI38DwG754W1q$$+XJs00ln2
zs|qq!Y=YSK3&;opZI_R?G4US~6TcG^yA6RNV3VN1bd8JEZkcfqr+A&2{T1pJnORw1
zzkC^3w9i-0GqAZR@;YP)BNyxjQiA2;;$nhq^!M*q;^G(p<|T?o?E$g4I-j}TYrH;h
zMBmeHosHn5K1;7WT-xJ92WctsXCxpviM%r=I(oN$+cUhTh7UAmNlD2$9~>ddmoI;h
zi{bt%G3s#vIzJ~bZ+&?G-Me=#AjyC%15ok1_;M)`wgmi#C-}ji0b+dyA{-6KrIUeh
zuhzZAp7YX^=6hfp8zS7O-K5q+(B8iYO6RG4h~B3AGUDsk<}cI|&n%iKt4~6?d3mcl
zcxPJ=WxzHu<+7)<e4l<G$F?H+7vid({TBj5wgv>V|KlY)w~<dDf0_@|1G58=Eqf>V
zzpbGajVMO21mZ+G9=o^mREnIO<o%+6s7>un;0%5)6=SpVo2ui;&kw`8ZdV)>GDf+8
z2_nS^h-(!s5)w*o?pO$Ezkh!g!=%v;zA<urMW7(2DZsjWdZ4(!m6e6sw+G1FOSife
zVNf!uyk=&TuLs7)av%u@2yj1h(4f+X4|I^c10Rd-OXOzYo^psZm_c|Qu^Sz(4PWl@
zX%&3*dY(7@10potVDEE0)-`6<_IM(@zB6jqsY1;*YGg#&2=L%{c6KES@8ADsS$v`u
z38Jb0a!p2Vy%!xv;M>KDgs=ig)~McIX@Emwyf(A18p&ABI^LUGeDAMH(Ho~`;G<_^
zdJeiV*!r(AG3}@O%QtxJ7Vh4@eLG*Xx@2k>lYn^vh!Wk!?q~oH`zsmY3MwicfQm>d
zC@QMeIJ}SuC*QPpy#kB`myE3MV0Ey_Z4#70ZeAWLkT&I4UtcIl<d;?x91wL9YOGix
zf}-j7uAUcuB_I(-ItRF0)8Jqv*jMX@Q{$0*wLzAS;45lJaZSv7hDErK9zDV%AW&3R
zZch<(4+su!vE<qZ^kje19^rVF1d8+%lxTqc$b+{C9#6IaW&<7+4eTjy<4GF}X~)$j
z3{DMn7SKUEVEt?c?GM1($%H{8b|lqMP-t$vzJz)0_)s`#Y;9~<wuh4V%VyhKO1*tc
z$<KdIEQB?H3t`^_@%q&t{hHdalG0KlR{dK|O-*6T+6CkXM=k?!zjqqcj_sUSJzd)A
z)NnXF#q&rFpzXc7`ufwuB6uHQXwLXd>b`CIkdkOK<=ES4!6^my4;tjCh=-G7{i<`_
zhjv~nmie}BThNobqX~;RX_^B!!I_hGZt&GGkP)p26+Q4$Jp8@Ay{&tuhK78LieR-?
zLPA2o%F*iSpmKxYD!3_!J6vGzZKY#Y<>9Nf(ESI|72<0l7GGZ-@s)U-+I6T8fB;)g
zlm!CQEEQmO1Y})-1hoaUj>mdR`-*9>rN!slH_8qJK#zgwEiZpkuRViegF1t1fwFb&
zW(7If_Tr+Lfq_A-6-a9rSJ%T6PO%xN(XryK$(S7e(tYWmhU4a5x1s}WpCqMw@)-c#
zE<oQE!BYX&N%i8zy?Si~(1CP}j2nliQ0t#|L1E#EH5r$Jh9{r<A?y+u4WyNmc9?(>
zqQ;61dgEBpy+P{dD>DGbtOs-*SwGNu2#cb6zi~^aNqQmsr3bh)(km!_0?+4ww6(n&
zN*vXJ*AMcc$F9i$@AJu%Cm&Q)_&+6q3dAKK7+rOBcdsMl>Hk|3G$7?fDc~2Zb8~aR
zNxb<IkPg7XTYT@~0<VjbgQIM8*#oE{$ULg8cicx&T*qanxOMNIY*x-JO;+1O_R;D=
zU2bmf$?54X#F_hGUXh;XN45Zaz4jtg4{Acvw;>E9%yEN^0Z0BaN}%OHQ-hk*9uPr*
zpR@qW72*Nsi!Q7$lg3BhCfmw9?$kB`s03jz1i56$zqtSuj4#lEDL~gbRa%}U0^iij
z%PXt{_!d>w)sG%Oo*&}^t?laSxG^#zAxJhGRRq6e0D6THM0|#b(;N?E|8`(N0O3!z
zpd)BqHcs_7Am8eARSw<_82--wJ__^<uiAV9?r9flh<j8o#%Q=X)Dfyefz81alTXqL
z_^1!42<Q}mnz^{U^Vjl>eom2|d^B$d-UE?CPpU&>m#+sJe`#&=b4kko8)5&SFEKyk
z<{ljvd&msZ_CNT4*W}Bq5wV4(CA;Nh=MudZKiT8hn3z2%1l9J-Y~U&J8C8EldOnPl
zcb;bn_^nTcgi`9=k1O1_5@8LJAovL3YmcIy!`%)FdvKAjU%!f|s}qCWu=HO%g*qc7
zp27Z~f^vH;CMFhsT%=YCiQ+GyJB1Ljy8!k4f{AIfL;%_fAP;RXAe$Ei@5trahV8?8
zFEEZ=fh39pENORlmjfgW@*03n#W{C^fGZoSBRo4R3&Xo|+ASEYC?0%}4K^*H?J{>;
znkEu;isAE-;%dhqYDmDF+V7+ew*mcxxo5wf1oqQ(;Axg@a(5E1J=9MZ=pupo9yduf
znrr?n9nbce#JcL^aGuKXnP6>Dnz~7i1^A)`?ic1({joN9(kkE_@+VzO2%kNQq>(XK
z*#`b(4I{ASfva1E!lsc)XvLKi7|^>0n|ac$($HLHHW&wFvhevh!qm)c_3+&3iD>z>
z!{~_j<;>a_339#es29?yLiJh=t9j*EXvU@SI+trI(urK5(Apu2p~@J;+@q+i-48C@
z1hx;_709+F+f<i33hu}1dF3?xLn&Xi_!Fe^$Hi6&3JMAY4u=#W(+pICf~MxAHC$5i
z9)n8Zo4nyYfR%O&osXa~0$>y4HI5dw1{vw;s-?y<wN{X}8W<Sxq}Py=!UTAGJYMU}
zk_x}#jgF3nT)D7I2tt5yhz|99=$EfwzrH|RU&w_YBa(O{kEh+ksU^aG+AqtthmpAt
zw;qA+N=;4O0=a$dpa+hjE?e5(7qSD%1?@Ft?j>)*f#-_6B$)z@8WMlMe!cpYBC>qC
zoVpDB2#5$kQv}eV+IBA>g9o@mrPfn?PTSKms;Y$0Dr*@LfKi<Qa?0a&KnDzhU!cJO
zosFhjtV#&l4CJZsg5N+g+;#3V0Wj#CQ>V}0b49I7J8yz7U!d%9gfCtKJHjQl$aco_
zxIE7pq~_}07-;HyAgDF~E}UzwL8GOjrw;<Q4>T13qQ3=z=7_(u&;iz>+n|;P6eyL3
zy(hpt!T>H|$JSIWq(ey0i$=K6E<hJs1howrilB&+z{q1CpqsN=3ZS>x-oWkvPk|pI
zP7RsZ?sYm2)~Xo)AzN)fS9x8*w1F2mAZS32cx=1RfHuy5)OfMi^X%EP9Vk~q$oTQg
z)k7;QxqD(+wry@SLZcaA6dQQ10Nd+EL{!vJcF7b_DNqLhDh}w%YH;h${(h$osKTlM
zCcS<4t{G4XpdS20{judgd>G2O)YH=oLlc+B1MXsYEFB{Yi^+0-vX)ocs&yj+Nw*^n
zA74W4R!#8O*qC)VCvhmSUMi*<2e=z{u^!{%f=NgSF=r5Pcnh=;vhwne03CYv^5sL&
zwZLd#?SzpJmxw4ZJUkp#{4UdOh*eHb4l-mOlaq(N%Y4eq8xMJ}?)7u}bffWG6W}Wl
z;6tf?TaZ(*sb+AdRBVaMuKvxNH~FS?K742emI@fu(7t>b@fnjqyBxcwBux`mV_^X)
z2R8d9>8+Y|=E<okK(?imcm|5E&8^VKwr@eyP=BHGO9(0NS1|Ud6Q%U3PEUUt!=e)w
z8%qHC0I08Yt@;(~#+AvR4-EYyq3{8F=G#;S*w|grboj`(r|T1+Feo3acmO5=2_Wzu
z(x2DiE*)gf4m?|c)zfftmiMF<lJYqO08!t80z~QY<Hw}oz)QP_jqRlATZ6>0IoZ(z
z%u4dzyZKa*wo2|w%*S1{sSj~+2aTx5ro2=Z%^jD_f%x-%m#M!y-=;-w4=6X#L}cL<
zU|;|hg^|&700B^k1#)}#M^P!rQ~-KFX53HYhAjcqSv>%w!?()H%C(~;*qR0Xn&bVi
zW{`owfL<zQ$))y#LjCJ=TXJa>rNFB}w_Ari&$5aN1vRy<ESbcb0-wUp;kCYKY%)Gy
zFe3tW&jRKJvsdTa&bJT*j>B9)ngYH#vUL_65%J2*ESLIW<Db!nBTmSA0j@vDU{D2x
z|7>Xzqdb4B)&<4cJ5ai_kh}KVlw)XQgw1Z@Z3i$Pk9Gn3BuVV^^Y_04+&r`6N&c-W
zpIB|TKqRa&8S)bVR_uexWAPL#Af%g)YR(&DO$nS9E=S`gWXOcXM5JfN?VZCz#}L@M
zweTx2z3|7O$jZv{16Yp>cGgM_PfV{bfpgOu_t3bJ!9J63Fd4u>1kmjeWm~-hq4v&@
z2;T!ekG~?6LYN!|gZ=sQ2Q2f=n>S^(SX1#(CxX8J{83OY((VH+i=Q-u?mje?1H?dg
z^-t#LQM(_Z$`AJBa`xYqPV?#h<Zb~JVCV!mjxCsFK~u3Ib502U-L-_g!7OVR;w7NF
zfyt*@oeL|#?~TD~KQ@&g+{w8`Ma$64u#bDjaBrat!bp$(#2LdDKddmL;#zYO@XR+R
zv>L%=;|8$l)@-!U<M<ruL5AEI%#uN;1XTs|+D{amX5ph1ED;4dKyY;KC>k)EHUb?7
z#$tkp4}V*K8UoCP$K&KB2)_<1aVS|ouf+%><gRR%kH)bX-KQ20samqzLRN-D&v5}N
z%z9LDesy(x4rvBrtgWprI03H)aK2TyFG~);u$7?x6YX;c$8N6qc8A+o{nU21W@f)b
zc1}(J`W<Ws-UC!ALI{-^s}0Qz&7IRO`kfnm0GQpuA%6y}FGx9pd1#|Vq?L%MC}iBt
zoQ+gYSgGKB*16h?1#Mw}!lEcm8K)>~P-#tCWwRGRvaBWtu#SNOA28*B#1}M10?&Am
z8*+Gf=&@;`gDR}udJ3)%)-^vjXFF^=QP{1tCZi%CC<yI3nCq<^x<RwJ$;nADuH3NM
zh_><pDX*KV={C@2p=L75lGxWi+IZy%YHW?rU(j*wLj%C?W7Ec!i5>G$|FnpRhY&gW
zKp$;@RFo4G17Z`k3lx@GqnBqmB3C)Ddb0v~f}FV;S+ycr;i<juPVLzQo4W0FTno)o
zbb+4RJZkIc0A!u01GTnh4q`x7X<UnhKQA4Z20J}GJgnjwP60eTrH-GDl{3-RBFU?P
zAh{#s;@)a%YWjPodL9uqp7z0@5jBypmq)E97<(=O8?Ft3zyV0yf+H;L>dFgXeSKhE
zoe>{^1u5zRPizkK2WZ+2zd%tWAC*<{spPP$SeO(J4LZ%68*S(9FCz>%h+R+S`~jju
znG6j803-^f+UMAPcC+VHsUVxGuCoFJ*Z@qq{thIsfxv|ZXM<enV3zdt>tkR(>In!4
z?Ck8!Li2r4J77BMP^;r0b5o4~8m|z>vcsn9uu;bipn==Zx8C#G4c2-8;e&5FU0GR~
z1L3-TH85@Rz#6Yt>@NDEOV5igs#hTLu*^R*=iGQs24)PKHYpHnKw}2rB!OW9M9|~G
zYzTEE?R-9(uO_OdMii9(9v~bjEjdHOX9n#dt9$ie&h^t4)z0j`SA!HLeXz&}%33^Q
z;0s%iA)6js{Cm7M+mK;%$M2dof0k3>{ou0*z)75Gq~m_;!R_qWKv<|Sd~O7{H3Mff
z81$y6PtynO8UbX6c|)lW28!XmNxZnpvUh&{$9jT>j2)ZpbEg04dH3>$g9c1n^@|;H
z;JR`MqnCv5@je44ynhU&$Bz~XM*Luu2UlXj)G3(X?;ad1fRR$0ezERLLNHIqnF!4!
zmG!f$Uo9+vj!1w32WCeYS&Mo39>@Uj45Upq&Q>jC&XY~+MUAqce?W8(a0e}I6;L@4
zegTR}7%C2^NuF|nJ_sZj!#P0#YVWKG$WHZ2n4i~&Vp4W~gbB$#2m*Up8hZhw^Ka4x
zu2%$@qC3UkZ=IP*1>IZ6zFOOL@yP=WbZBs=3*!O9gA7*4n}rS#Kmq|Ar_r4#GlSCK
zMxe3w63SKp4C%$iz@&viJqm#B>d6C0?qX92^+G?n^h1Yiu(7xHE*&f3RfInrv%Y`#
z1xFir$q|X%I6vh!YFuhvj<=>bxVW77Bo_b-w1UG7z(nA$`0VFb0yrhwUk@3QXTTyN
z3~m$o@Bt6Fn+XON6VZ;wGYy{55GgG)^R}?C@Snj!*R|YiQlompyDY%C+jZlf@nCN}
z8!jq5EhRMfGf!SEguYI|@qp9aaQFs~j=ug=h)NyEfnA&j6AxbHylB8L?I6Bcn|TgK
zKcv5QVOIc5%C)*Hfu#*SD4_K|fP_FGd<qU;{DRKWa1dhwc4`(|VOB--<1nkX0#J)+
z==6X9Fo;0sd<@h)m=?{MG86*dDX`m$J2X7ZJCUnlU7b1gtc78{575^3>&uyIRv?|g
zcos}GA$ICWIy2=pz#DDn%H8?W;C~mRxATVI85`38Lp_XDK}0hY_{RS=>Vc-^kSw*4
zgvPp%Ss42aI*;`K#Y^fY1iF;@>g7R7dCFjZm!yUFcLA)g{ER5if1%^-fNxL<Kv~;5
z+5YQeMx@>TKU2~F|9+QQvX*yVS5FUWH9OTwpdW!)232DSc&995^xxnT-uH8$Bmu4^
zK!N+O6cup+yEg=Gk1X?ley?e4+5~3aP<5xIqyX#opU>S)nx;PA>tWgNW+*B{;y-!P
z21c7mE9fPtA7T_6{@r<fI(s)t%!ec-J%H<Ny5tX-PHb`$J^&M^9dIDX>}N2|-+=n%
zP(A82=O7jjAskq|0)8;NNk1v**oFUdR)z*#w|r%bYdmGm;WmVt5Nts4zm1jla?SDF
z@n~=ve0+Rh<3jUfkm&;Zz3gC&!*^5!&Wb>zE#&_kZFP-JymkWQ&4l1}6(R6sq4@?d
z=267|%%#AQMI-MXJ0*Unjc?V}@&7%W0+T-zFe3sc&*0ctCs2K34W9gN^;bWZ*YYK}
z1O<~JHnO=X_!}msd!6MD?f?y%P%y>$v;Q$f)eP=A=*-H_=D#8r_7VUi257tn1|464
z7{jEXpg7u^LT1>n9-hhiXoZSXM>|DynJ_~$ga5ce4_HK*FJu1al;_dkO&1-Dz%)$!
zJE5srTVVNHO;kxjWwW0Nw83$K+h9W!z|kLo@FD62OW=@~ozuWSb@g!R;8jI_e#o}x
zwmX2FM}&kxPu_=k=f{s9`<WB|iG4Gek90r1^Y>oB$DaImK27B&@_%%Ovujli6QlWu
zQl4tL`4g_hzHzaCmW^)suU>`*6u<@oM|(^NB>s*z9-u*Io1nXE{`YkIf0|`~*Yej=
zI}05*rLo_<K^$cMFOq29@iQ8^IY+w4`<&DReh2NxJN8lvRp05szOGDY#N2B0T(Bg4
z##i>PN%Q;*w4`abkYo4`%`&@vvL-#Wc@I<`cLsT7DCbF@uRU&`Ne)81g+Ca^%6Feb
zuV}d96&DRI4W<R}3(yn4sW!0f(SlyR&#hy$hn4&7(*{|`>Gtu=vum5M(!a?bp!epc
z8Y`v4mfN3(5?`d(?nAE(bhASCpI6~|;}_l8WgHxT&z@5G5@LXpu;}Iv7ld0^o1>Bq
zt~B(~K}mwyF4yO9+T&kDCIm9j<}k~G>&=$Ak(F-g{Mu}Ei}Pk}0v9RW%?uyk$qqLy
zw6Js9h4yYP9bC_c#!!>a`EtqP`=k&_w7S@IljYU<WuvXr@jW~-+kfAv554hS#vt3}
zmV@%uS>7!PUtNx}lEvY2k5m6)LUZC|Edgj_sv`7=Itu}E1L14~%tXFgx^ztHbaC5`
zqQ>Tf+NHFSoEHLaVSwZ~_gf;qPX9f}aL@@PI0ZQQ2pMyLX>4w!2ju-W<@`R$>d$|@
zy&e)m6q-BUS;0M0yj8h9sH(KRF@F!-O+SDn=3~AM(`y3>n{#^{_Wg$2rVhkGC3~*d
z=P*0FL3zBygMO%YrQ3sWQN1pZXJ3qopFBiL5I!OBs~&Fchg;5;F3)77)s2j|;X;9b
z2znf$!c7sMszU-Cw&l4t(?j)la!>ZIaAuya_lW-ChYZ>PC$Jl$Vd@1mwx=9hS5p}v
zQ9ATFz?BkD7gVm(D#|AQb2%z-xsnT!n^lY1$L!ndJ-@5hU-U39wNPC8gp{8bt6B9k
zr$9-ZBn?9LJ$HznhB>}lun`_r94N2ahkw*q8yXJZg_#G@|GU9FUv8B&KR>y3Zi@=v
z(re;|z1dzB7u&imbg?VUvo}DVkDvEX>fNP{c%@wRAo^X~$!Xx^{&`1093OV#aC;Mu
z^WH$|b^4EQlm9M~G7`Lzbo&)W%rzpJ@eIz5TH2IV(&M#Axum@#JQ+A_`EM4mz6H<C
zESahBD3&YG9e$0Kp50+kIsx5Q=%NexVIhVOIwKA8^cLU@u}iDlZ6(>;x~qznsI7HL
zE88a&mm4!1?#?9mk>mf~8x4#qA7HYwx7%-TQ&2ng-@+54vfuO)IvEhIiqP8FNdFsW
z@3)i;epom<a`?io4BP_tv?*89LpnKgk;~J1$BkTi)||Zm+<3(V1X_=lo-+n4j}A46
z`}!kl9cRA@XC{5YFzw%R^MYa=Gg&97x^ogbdD2q5i@lebmL7)ix@6{`Ru9i@Tlpuy
z(kY<(mhUVOZk<kLNUL((_Et<}ce%a;v%6AFiIjpmRe;6wkNGRyLFu|VIby|tszf;*
zq*#9!c0=dBJ`nN{KQqWN*PVjRm>@~kUvicIyFn||_YB1vbD8K2mNBn0%~82j)i0ak
zB)?4VH&aVDP(ArzW9*I(#!uULq<yykK=HsG2y#$FE5Re8;ngKy@{cRi=z>avhd%ae
z$xW!l*dP%Ut*{ShGUXTz7nkN-jeA4|p?&|Rm)mOqL$Jxqy126)w)eSJ5w>ATq5jEQ
z-<d<ng=1=UTztPL8iNDRo#Xajudfg@U4l04V5|*d`347o>Y0+wB;keen;Q|Ai#Oh}
z`)ygd7if2E+`+dyFCu?R$ru;oXUx@bz)GTh7PoXpV?wZ9^NsF4*7ALu#`iLtU6#al
zn5OhhEvg#f<-<JB+z-J)p$BCD3&|tVj|?lkbNF1T%Ky&eZ^v1>Ciq0#*6q~4W4!|&
znh+F7QK6cv)~_4d=faO7cE^SGu#?gb45{oJYJA7Wao^{D=x3h)`F#xUoiq8jgHE*%
z=1(|>v2un~JVwl)sN>+2k#Cs_Ob%3BLjQHso+z|+j)c=v`Bq`)M(Is1>iuuTxJ6sZ
z`h^Dk`UZVyLO?u<b%aA97Jh@9Lhet4GeOD?p?+rlO8Whtv7>grAD9ei0n&j+)1$F-
zPk0V`w%$q0FeSOc(1%?Y>A2i+7nU~rb9OTZYIBP#%Jeyp^f|ere`x)5H~O}I*L!M;
zAET#v5wI9Gc6M-%7pPF4TApUHzelZ%!t-sgw;x^IdK2=!;^(JNg4t;23-lJrAAR8G
zNoCo}>5hZ^)ln+kPtEZd;Fn5lLdcFU;YaUnp85Y_7wdI3eYCqzBULoRSyGljH|ZGC
zOhz=uc*IYW^17jnFoBg={e{3+#F$!SK((U~aRG*u1;faaG9wd{s=7L~QZsi;E3<N#
z1?Q)9T{G*ZKa<T$v9<3%wolc2dathzFpmwpxsAEI472UMyG!NAxBBJDWw(CuPxz(m
zhc=lg@*evT+Yh<F;L<Nw<qF<xFU~C}97#LMKSyd`Cw14cp|#V9MP9970UYD4HZ1Hg
zXHzWOzI7YPUR+j?pJhMzxZLJ`n*G;K9+z9;PtlF641P>q)=O4VCx5Fdo=VXu9%sH?
zP2hu!QFhmLA9u2_U^qxGAFQg?!ryWGc34;EJc=Hg&9Cn4{DJtM%bmo7{6N6r*ae_W
z9$v%}v(Um_b|R&AUbbZ{I6}6XhbF94M+Ry|gvh=1j+8<Q0+cLvyu(}OMyp)<B-uYj
z?U==|Io)tIdGkizxJcJWMLbKyFGJHCukuD`g}W2SkofaYi2oG!4=u*non?@fjS!&`
zay}2MN;J+mwrgA}q2s!3VZq&GjfA-kFq%&ugrz;$?AUcHJKUK-*DcrNIS;+{?4Pq7
zP>Bz#iR!T?@E*-!?;RzX5>SLB5K2xq8;a1pd2sseXT|pfD_DMpK=v)~pMj5h;g-A&
z%nw8Oefsn>4|a(5D#@G1bP<R=`_Va)g)q6F1bV?s^Q>%lS5!?H#o4P#a1_dpdFa0F
z+tFUdaELrMz{pGitIHc0!yl^9HQP$BtSo<GDF_o9c1y0Otz@d&G-oVQXP|DVp}r9a
z9r$U9EQ{0sWj5vTU7(7v=oPHr!}VdFOq0119lzSE@vfU5;<q323&#h<-&>jVUm~3F
z{z++lzUV`$1CR6B-u|{=NVR>v!(=?opDHP(Xn0eeByqU=bB0ORj9u$M-rCao=b5*1
zlZW?-ow=LwGv~;M4hhf-62ndsmmhv5Y+2>xH~o>b*y^76qNi8y!ph$Em}HD4lfJwg
zeAW*h+wmgkQ=h3hri}(ONh9*AxIFVon{kUVn*m#VTEpCrqN0&iK8#udc5WAK;)!n~
zlKV`)55XD9v*F=}UHYKr0XXbC2lbuM#IV_W@^~gm_7C`fyRHN#um{@iNA8d}qu#Ig
zSd3q_6GWv5;rz-uVP!m7x_=>Y2V`)6#+YT4Q3^GzM^F97=EsETj>v$rt}*lOV#0*q
zE>*Y{bXb+%N7of9dF))l(HB+{FUC?n>X)b44&v78)94L8)?DiGNv9i=Hg@+$dW=6S
zuefI!6BCR(p)Q|4LY}HpFsL1q*@XHNfq^(`AsOP^jA%p+X#6RqVa^`29Ai|*3ts#K
zTVD(>7-Pf-9kjAAVIe9P9LjtIwVAc8n+BX}W9MrfLr-E*oXx33Gc}+87`QH2_O!m2
zHxYh&J1uaal_{w?po&#=?`i%Ro~(73?sYBlWo5$el``o@ck)1nth9zO<5~u;&q27=
z3syoRiegN<6!#zU!tYbzQdj>pV8It<SC_+Sj_DQKMzV&g$$fe(s)m(4Vws)RnS$RZ
zY|eqJoP{FV5Z2wc`U%C!(t5OX{jL)d3ugMd_&{J*$&AAa<-m{W#1gu$wC*UncU|89
zmU5jBPwaK^_{5!f0w1ZoOs38azPnbHhza}%?FZ6G@?+xwx%Inn8pe2*Lt{elmsJOO
zDVn<KBne}O^ZuX??*daSqyr|Nsi5do;+<p_AC*k+K)OzVFTL@}usJ(iB9FqYQh|hF
zef;W}g-%Et?N?{q0HezV&CQNm{FS=s((-upa!(>ES6}*-n4^`ETffPoWj7vqW?4`W
zWjXyhv-);&I4H5@^!=l?15H7!cX)}R>GiZcm2;F_rMJtKMGxjbG%wSnHT1LH8S7nQ
zxH%c)Bv?z}&o$N?L!PRbDPKv^{#%V%Th4jNt$q+)`<~%B_}iD*o1(#oK`Ffq?p(+_
zX`62R$YfLr+OYYmQbmMC`pt6X;CC6t*CXc4?)k4XN9D6BzVH|%3?)J`VxY*)?V}l8
zf&Q_S#m|IZUqr&&`Kf&}f(}1S&IL=vciov6`84OBRks&q9VVW&XVT8`w&K$Q>yaH<
zI(DAQ6qgX1Q%<a)lJ&)7@Bzof+^{NrkjUZqQ#)?*^y2T2e<CKr;}YMxOc<7JSrb~U
zzZkE>w8(o@pNa!*!r=zrqB_jyYfJ)$EWFGo!Tu=FStzaPS$<MDY;5Oh?>7Ng>0*iH
zgXBB4F)_-PH1@zOSI8?;bxHR`6xMeD&_@2cT{o&oi9{inR1Or5%0?B7v8V6H(U;d4
z*yIjRz;%c`oE$Z4H#fsoa)(t4>_-*rt5X0;J5z!I-j91q>SjSk_j0#_BYl~+5(zW6
zehx=S_FD;yD<Z3;fVNTH<C({orJ^$~8+7+$HpwwFTu#(ci2H*1%Es_6CVAtRS*kh#
z7;Gqsfyx>6dJPea{%yd5h~I?mk$vQE*NH)ca^>OoB}Uv_kwlef!Xg9+vGpyd;r*k<
z`E<Jb1Yw5uPE$gROyYokJlg*ns2=r6oaXgmLZAMoL+{pNQ(<QHlf>NZyaGqk>E9#B
z^`(*Z-G0&Ml+|li`#qn!kD9XTV@pt0`~B{M?)JzF^+U$0p>Kao-SK_RIdeE;$(9%N
zR75kU1Fj&-sZwu6XIE)tvo<LB?bB-b^qbDsPV9~`OD<-^@s0syLjwMaJHFx1ob=cX
z6zBb<cfbO9YvoGLbrJy$O&`gLw_9gauuesl)R#KmCg_}U37Du;KpRrWGBB2T$|guu
zf1H^z5)(xKu5zo%xMG%^^zBMIuj#>*Nm^A*aBy*P{072F(N+Kl4WTRic<U`KC107!
z@*_cmQg!}?$$F2Q$TrF`^SZS&^G$GIsg0IzX};dlrNt<(;Lw97=+9zRH-iuO`pxVv
z=no#B!JV;uqJnZSh;pb{%e~E@FJg_5@b2SIY`MQJ5$Pu)k5@81(|&rH{kv-Q?fKR_
z57F8NF-;Xs$^HuIehLAfVawE=`6ZNOZ(UbwuT*PG(Y|e*PeFD6ul`Ezuke>7-oJ{e
zRd@PGh=|xHx}L9BpQYPDNlnvnwfH(yp53_p*3)IVroPI{<;f4~{hv3_-{&g}h=@O|
z(Zx4UE|e%5q#%e5iabp^H6+LqckiG0NrW4qC4{^AP-dBH@`ZAur|X<7esYxnK~Z@*
z!3`FxyaHFZZ%)n`4PD-iMJ%c;jfc}houq7)ef(JT{Hw)v-Mdp$Tm(~*ubf<f20F-V
z;J^c|;S%N{?kIbY{Dx5P<+N7Ssf+d@a1$_HYs2lW-SL^MPTvg^a~dej2WZ4e>n`M2
zc(IHEPYSSMy=5ecnUyI(x-TC44-{1T$-d%_GMm%oK7|cZ{pcT~oyr|D7g0n7s>gk*
zg?C(sKM>1|+7$5CFP$SIZeBT1%W)q#pVT2Bun+!Xud|iCFl+WJrO^pASt3@d62vkd
zx>WJ_&kEw&mGOGZ98s27f-Pypr=GlHRqRFNQo8$pg=*BVd1$D6D^}=xZb=Ft@5X|z
z?%{rzWBJPO*zCH-V<eTVa}C_zADHSBJYzRr<H=^hn)vg(cMEPcKRK<4cH)mwGMmWF
zMsFRW*yH$I)D_D$5nIu=*(;GeI%q%<6#&+65&_Fbm@(3&TOL!r$E#}=C5q;%A5C?J
z>u8$WN%33`U`q%gBfi_V&In{ry}Uc8&RkgG#QMuB*W%lOCb_|UN80fEVny`|=#Kv2
z&lbcQYhwJG-^=%G#VQ+Eb3NwbjCp~>v^m_Co%J&*sURMYtiOH4Not@45gd2$EPYwF
zxjs>Q`eO|Igpq$nUCv$$H-~c9&rG_JmMmEVVcmoimDSC+$3>APu%1*uDs`JG5EY=E
z6f}DGnmJVkUg#ZkDe>w?YL1PFarQy3ia8}SvvOp7U7!Dp$>`fbpZW)r0dZtEf0uuY
zgSmfb>`ng~Rvbyf?^Bn@0=y~T0#Uy!WO(q>8UC~3js;j^!{ho#jaNiLec~5bgMqbr
zZbgUzg_$?gg{XzC-t_V&A!CJt;fJiA0>zk-yA<r{qstpCAgkP`$3>3%QD`TAC+ycG
z40jVBvaT4J<(g5#dLA*83SwII{pyq)c*7#w=Kf(;DODpjS!%IK8qLEXgOJzYT`GF(
z$GR#GJQW-BLu`pcB%tOYjh^J>H$)jeC$13LE3z*u!&+5G$E<7LWwZ-3e|;3V>k{^r
z!xD01{;g{YEU~$UNW=O@Ebm+#7HUg#%Nd{|6g(CfO)8BQG*q|7gr0JRjD1$TD-+_R
z{`9iBSJUa@QYyiGgJ2<0DvNEu;dDi?Fy+S&VbJV5XWV@Mw2TAQg>bYHxit`+eMm=O
z(br}9BRmD|7yN?flOk?WZmj(`7G|!z=;q{(PNc_JLvMk$RBs7UNHS-aQB3s{Aa)if
z6GF>IhBEed(>bm29$iuA2&IThiIt;x5D}E0BHK|EBm;TH6Z$9rRl8T_bh2J0iFKRt
zIgZ4}*Nw<~ReoI>VDy*_{|F@zMc-?)o}Lw=m6obg$v232-)V~-m=tlM#`yIXm#kIS
ztzZ0Ov8UloCYJgKzv{F_ae)$|6SC=MP2_*+^ng_=YmQ*rvrt1!KBtRMMkdCSO=)&v
z_ZE#z)sn`ckE5*_AjLxoWJ3foH)aVQHTy>I?-CQe)Gc~(=ASv-S<RVfTJS?`c~kOW
zGnh9T-Y;*G(ETHaFGfa7_G5;%g}~(91VX8u1)hTjQR>7%8|MF1#afY{Nbxw&!3aTA
zD&w!dj>xj@sm~_Dli1dUR?nOz@T+UX49v}MZv<Xao6x+p_G0r&dp&wVT(9Jj?!5^=
z|J2^?hStvVR{sbc({??3cEZp!O;>`Z?Oay3bWAbkR3g-PvSjr{;)szfE}iZJnV{@c
zE-Bilue6VOTs<12U@uvigJjZ9eo6Lwx}xQEg}lq4G1t5QWwq;%JNFy4P?~<vviO)F
z^Rkq!kXm~pKAj@j^^of7&k4B8IecFDrA<Qlccbq&uCU&sZAS?@MTLB62$Q7b|0@EO
z;9Phy%DC=VC4PQ?%soVX;`WoHFJlOX^h<26-gEJ4u;;Mk+F9aA-lcVV&6YtchP7s8
zVxJd?em&K{izR`!bN_(q@(T%Y)C#wkEv++cmRW<2$ekGv*9pi)djFW+YV|!l`BX@E
zKl%=Pj&LH*uYjRv7r1BIg$%r?`9JETovY!_^2wg$Xxs81A$Bw~_QhxKEZroZhP^t~
zGVN64IWZ1*dx2(<M1*i?=HdbwuXuBM^$Ne*m1^;L4uT<TO_j@Uo~^^F@|Ex>T+}`3
z0Pzgxt!GlKC(k0tQh-T!`J<5}Xej~1>Dr95z1>)ZMx1REDD;FPc|d6G-*t{Byk0F9
zV7}U(6>JU%>LxHj@WvEnh(>+Rf%GHfjH-mE8WWnW8E*W3^z*9Yr;bq|k4~pL0788p
zHq}uWqP4umDwX{RkGn!ePyxWsX#+LK(l~m<7xwIV0+Qii=OIB8ElqGl`eKZ?WOS=(
za_Bz&lR2}%Rz}HaN|U=k<Czw`z~4H4wd1gM(^qD0vVTL_UV~vLJmIZhoPK=#+)j*-
zZ@bVRyG(ghKH4!RVX%6v_lU*8yguyL?!YbDHWc{^w<=7MC;nDROXRJRbRDcWqVgK=
z+ox58+Kr1Jm+IcfwN4&nS*}-5R1#cvGW=4xd~3=0JV;cXo9s&|?PGr7d#MpkL{es4
z2|(r(sI6lIdPMG}-Ftq<224$zLs$Ha`1E@4z^)IZg6l7)Gj0ZIvxPpwed_KhrBpmY
zhxB~da{BmvE+MB0v5>sM`9(v`{6=ta*YD<W#PRzWS8TNKS2~Zk;v{CP(xR7--SkUU
zyL4(p+xH3HuRDg+da|Zud@5FBT<|O*GLT6|sTO44dDOE!NA7TVEnFau%W1L)3N*C1
zqN#YweS;3fcsH1wI+*x@eZRFu>o4H!9^`#Ar+XKcvbfU7eKW!Zar3FM%tocXPM1E1
zqRlMFa)t4q_sRw{IiCh1(*v|3q~D61d<!XM5LRif7#)?@&`<qB#?Jn+tcba3Kgh_X
zz!<abTu$MqV9RvrU6-&OT4PCiYTC8~vjE>d{l(_~OODv6G=)4OP8i0tfoRdCjH7;z
zrsj`+Ji9ZL7UB9PL)+)9Fj}WJMu!xiQEHYAHJbY)o8PD!Z<WhR9ashLV3*^Z(oH$W
zO$;vouBsg%<$au5;wJ5gmE)-1&MevDE`1y+@<goZ{ReR+Wv)Zlwy+_4KA0SMYyeFR
zyk`EnY2c4={-M3-<L?cNggeI%@5tv4_g;)J-Ri)$43AHzi%J!e16+`q6ya=nO!lO+
z>bB&Y{v>ZFZvyt82~4C{rZ_~Yo1(=ps?J>^j)pTs5~IEK%jNBMI8Kpa`sQVFmb-WN
zp1ax7XMAlxtak1)u6SSL$--n5odbrDh}1xpm0wJ!{87xz_!)ur>p1W0wx6N7QOLE=
zB(!%*qDM-KlmRJ@=TRJdHn|Tzk`B`dkkhbHPjye3XL7$mSZm45t7IfC8~3U!#*;%Q
z2Q512=fUbp$DzkcaBf=Q50pu+P`pq1CbJ*ZEV;hUes`&RM!WfwEoy>z01lP3IVH(`
zF?pV|?a(OWg>U-~)SIidI}P34ikG>?busqH@Gp(q0M*W`6qB<_<gHq;>ptCaO42g&
zB0_5GNF1KtM-y)gX_hN$ADO)AUE9blAFMzq$hnmevrwKO9c4WwWnsigUl8;2bLs9~
zqOsf0{N~#-3ukX;kAP8U3AXnm+zdjv1+n$lcC%k}TqK`Kj@~<0{7R9TU%GuFKDK=`
zj+nShtMo?VxQNZ(txt+Hd}|^1>85NW&g?&<g}hB}4S0d;?l{_NT&xhQ_-eS=GNGra
zSCS+gZu#A?oDjoLUxT_Z`EMmVi0b_>Zbe!4_8Z}V${T%5;(N!*^OF?@gcF}gqu+^{
zDsU8IekFRuZT!oREH2d8>Dr2H{9HDJ?wfKRA=z3-6#vp=E~dEzma-9L>gO6x2Kl+7
z1*4CE7jrzDSF|%s;kVY-W?m7|czE|Se^}a>rRmgR>oiZ|?;#h-xgi8VFVjIGbJ^uj
z>S9Bo`@6vvGq%NQ1q<++_>mv#0ur}zT?a)hgMjZx7bMb_#`uG6lQ-<LLjpG;W+J=x
zv5b+@2O}dz=cDeVGSr0KpYHNjC9L5JaZM74aT164rI)7#YO#2|1&;3Q7;CS~#gfI^
z=MBuZESovQ8=wWz342Z#Pq8q@jeYL&l_LpPF50XdrAP2dOvg}jsEp`wsO9EZrIimq
zc;#Zpu^P_Y!QWYlDAF@C%QPHhmOjKXot(U@k>scG4c-{l$S-<1|3_85Ef-j5jJdZc
zZ8Ql{Fu9I>Vj-AqU^*QhOz_oVAnE(u08Jr+>oF-QE}b#=s03USBpbn`cR#YUhfmR-
z-XGIF>{I%zpc97yK0-WW9l1jxWzR57i;$0wo?@mgfPEmO{@N}jt4_c%gd`r|hNK&(
zDwde2*^}DqI*hyl>684xXVZc+W(3h^f6V)>fFE&fCeff=AIm>rPs`3MSd75r1-rS}
z<zdH7mX$jxv?{&4D*MLmvECr9jR#5|yJ-CLu%*~?n#mD*@LScmp>+i4Ez(_C$#Eo!
zz-VJP?$SK)@*((M-Q3n@TyE>-j1T04Ua6}5dRZ%DviM0-7u(<^F}Ounf6E7>lpB=#
zYQ#5CETOhmoh(_VgVt!xusDCYD$ksz;WcT|*Z0~qj?z^Ns_xu*=+z?Nki3wvX-j0q
zwYHD6`-86)6Up@}78L5u4v7rg_0)?Iecfsi4Qe+z$cMowO`{WzM>KJde!PimEk$kY
zwddWS?JO-*u&~M7RlOO{G0JiCn?fETyAf$IX7)oo!5WFzS%3(cq|!R0sEDODgE>J$
z`XXeWdh{<i1&a*Dd??-wb&Oh$y7`dn#aBQVJDk765#5uz-wgMe8D;uR>jj8P4Vn2;
zn=avP(ag+!N{2~TrgzF+j}S=b-n%rDycFB=K8;V4@)YqtW4g2D@aU(iay#uZexlJ<
zH*Fa*{TUw28Gr8`DIzDnE6j6hIDRR}yuWBBuzWb69~l|2xLS2v^PJ~sB*E=RNl7lR
zqnfOGa?CGZQ-IU9ID3stqYu$Lq5)h%(^fCeF)XpIiU+cuHFrL|yc{687eCh6b#~rt
zTq^Iz7@kx>^kFHAr{c~V--or7@x?ESO&!Sm$v|NGs`VjVp4KUpE0r<&D1|G2r|diP
z;Hz;<uCOBE-lk(`T~@W<HLG#1GafWdlGWyGOa@x$&l8>Xtjxrg*JZ}$t5@m-igu@t
zQ}X^&kb~c5b`4|UnZv&C3TW)E@Y3;Rqwl@0e_wG;XmqCpjj&V~qbblf%oAvWPvshB
zxjF3yh7aW{8O=xcry}_b%uT=V^d!fvkqlI=64i2G6%AaL+9e9oS_vtsjT2g|ks<3l
zLZ0$S+Wo;+DjXRJNcrnRHd)gFA9mfxDrv^~K5&%FwhLRi9ag^g<}wsMGqIrgd<UUh
zs(Qob`0$zAmZARA^Z9`o+zPIusL4?O9EK{iF?ZMY{)D%0+}PZTQl{_=Sn~9cBsw;8
z(vQ$GI>L>vxRqyxYf!!gBME%(xVM|lInn@YvfR}yBk%7@Uj0EpU?7TXA~Y_xn0phg
zP8=iRCmY#yz(*-1F3l(kzNXLhL}<SKQbr3=zE0;oM<xo%ju_?I6209<D@9dOzX$mY
z%sB15T4dF`^W@Eje3{|`bsSt8>v6>7U*g5eJLX3wl|`cNCUI;f_;ChYE&i|yt*W7-
z=mcke{vL4#2U@{-w(Z7ip_CNC_5X{jw~Wf_3%h<n1p%eIQIM2wBm@Lhy1To(OOfvG
zZiJieRO+U?Q@XqREdI~?p684+hJNvrW8ZtPwXQjTb1wGi&rZkOIa%eZ5F!^(dPVLo
zmsi(JSMJU$o2=J-A<Ft})sanmTn(QpO^T|h7L?5=d?|c$Dw0iGb);`{rpyphn1A-%
z$lsomV5PM84vNiQ9dZCKgCH$_$9b6Cwu^1TlJ5(B++?iP?5{zKZhGn;<s$YY_1ug*
zZFJhtXVBFzB(oWZ-N3NH22);8q9H3hFSNY)cMq53&QJ$TXgaH3<ixjwOU`u0jr-d)
zm{84Re`^D%$7o9tQ0x6xA$LG)fG0CBViAnF6FBn)+x0G{aS@NLq0}6LPt5AcTg3QY
zU8&7J%dqXaNK}JoZ2uYl2Gl<Ye0I#w6GCc@tNwn7B=#6GqXrAWzSoX$GVLB>AcF4H
zQxmbIfFbg>G<f}1L+w*ly#pIpX`xOKCCTkh8;m2>K;wTk($!{#CHm0i*4*naurTCM
zzh{YLwN#OMvG#SBUYDl<TGpG*%+XJr{|Hckf@4o-Jbkd%9%b<-ecJi{;0z)BsBNij
zC6kseW!3UEEFL>~lq_ouz^(|Bd%%`mJo@EdE|=(V`rMAIo4PTOuq!?BCsGGs$!z3^
za*QZZdk(zarRIddM{ml|bpBKi?I9DT=vpJC;x<h)<f>-R&UwcdNJT~U8lof)P<)uj
z$45RCy{-$9qm7|+sFl#xj;N(BH}tW|FYB5Z(oh*bCx26j4DZo$v3)_HKnrrwVP{aJ
znbRgzu8R%9Q2%&yH{xaV$A$A4_iw=9azo{$9f~_$iCEGbCd|-dS3SmKk1qE!l|t1E
zc#~G}3G+zpPi)z8p!*M0h$B49@}m#tk#*NZt;O+0>FqkV7}_Tm!}sr4G3F1HEjWVf
z_B+hjR!E3G_k`vSNsUv{)+EbT6<~~U=$34Dss?i$bs1Hh&zo!Hf;Uehkn%8nqjRw;
z^@p#C0s%Wc_GIdEbwZ3aB+KDSHWb<4%iHo@shHGJlqYD6a|P8jbCw~&!Fmt37Zyv+
zNfG?F2q}Z20K*3LCTk#SaCFj;Ck8%-J3?zkDdxMU+y9kpZZi|ISS7J*fVU!XbD|*w
zgB|)k{DYe;5^Y-eLYnIOA#ZqvWsxed6gtmOIvFIoy$5O_C5DAoI(u{(GIrhkCj*Q#
zDIb=bV$fxC$}TJ~-WX3OJsL45_b$3bf=NaYHZ9@PNnI{_G@kw9l3FQWjPwe;I{^d;
z3BH5k2gj<hq`abvo2C;y#LRRF*;fZVmWwqLN#HOWYcU@IR6=x&FV~f>CX26~Ou$I0
zCpA|Ew%mO}#?4&GQ0S*-V|>ZZ8hk6uuyR6-#gvMQivQAOP+Yo1knRN$spq)KD>%3l
zkltf*JvG=INLnk&4t~eL<@7e@=sVTkgC#iC2Tp(WZqM&_eCmW9)6kTDj3?LV>9Lh~
zh0o2Myxmpg5}=Xn%f7RzO0mEcmQBvRZZVj7=>d1+E*;%=MM19D5va-KH<D`t<(gh9
zpPXjqpL^q7C!5MAFX9>ZGs5fAI)8~HrKoODl)R4nE^bOv?0(Q5FODr--n@2PL90LL
zibFm=spEQnbM?^K)3d0wpC;F4jReMr66#3MNf6AyrL=)0nc*}^cByvL<(qTiuyyaR
zSskk!^R#31K7N>RWO~A_9y6LJC`z7cBvM;wqk<JLxX+}AF8^KGOnM9lbNZiGz2E4*
zSR)60R>~P=()$9{Dga@E=ak|0=w*7&`MHBs2LGZVnK?@mQ<6kD6#m!4RM@0hmst(U
z=U%X<dkqcUH$x>zrS(;jZ$5=b-5la9JhYrdAmC51R8Mh$0q$32j<Kx8B@74GJD)-k
z8kdOLEuw>C{36BBG#qH+go@c|KUW=nO!R;T&;beuX#TSHBqX}V1f}w2LHkcRQt2{x
zbtq}coDM0XNrMcB+c@L_P|#uS6ywa4a&G<6_)F}W(HyED4=Y-8htD_9RVO581G#$g
znBU`m`~7qujAk8#3O;DCv(MR#Mruo}+-hc0zY2{oI&a1T*`p@?0ZDo+>v_~4PuF<O
z<n4`+H`8jy3u5r-wr4`Y9Q*AG%U_qMQt+$TkR#Avwoz0$8&EGrWmQj2$=mY=%#FL^
znG;ga+6KOHXFZOHcyD4?vYtx}(@_J#FLj$U=cn+;X$E;t0Aa3eZi)g@f0*~|EvTJR
z`H1rzSOFOh?-fw7^_;tW&cyq`y=ml~j_bgJS@Jj=Br)ben-;B@g^3$y90S6Wkvm6s
zwA#cWkB_p1=pOqq>zO4zrJA(%pG4)I?Vpq3rycrw)N_B9t~yoUitb8lXRe&XS%}`b
z@W&~IN$-EXr}WQ4-EP#{E8eqZEQ9-l^-p-O@Uu+O{*75xKh1(2fp`eM0<EZY2!(}H
zwS*8p+0-pgGRl@dq+(fV3jXe25<yTml$&N4UIYSrQS@FR*vHbB@w*0|hU=Y%>_{45
z-c0^(W<lA!KE5@2RIGw~Xpoy26vc`|vOlM`c>J}XZ&i`~yF|<}3rDePv_kddtdoNW
z&Bues%SuS&_5WM4Lj1{TWMM%9K=IE3f!p0;(A4*wE&~bu*$VyF-q#(Zz#9a`c*h`#
zQQvRxI7OZUkYCWuXc)RrR>%l3>aczcX_)k#(hOMYKu!xF<UwtDupYkj-kZPN;awQ1
zd#JUZ&aroH+SHjDGt*n9%NTLVBFGpO9B@0Wbt=}opo+=zYfnpxCE+^g!QCSz{tg_|
z``awe88aZo*>G&t66a)9&sBID2yv}#Qn8o`88i(SUw+}JQN2{J@j_ffkVv0dak3H@
zW_5pTNdk+`hTwzn%ja$5U4`zn#?n%`8iYu|D-|@%q3+q51Fh=hQGVT$*LToD5NP5J
zHnjTV7_#R6=gsq4tXK*1<xZc1CxfjARN4~;ci4nKZ;Zw$7^ezB#xY#?^v=Ebnp&1K
z9J_%yQ0Yi2*=3mN6R9eX_%*O0-~Q4so0=_7K_<;H-v9oR+w>(>7`aV5S2bTVCixs|
zU2@N@18IZ16b6emk!c+x!Ib5o%?b-&rLq}FMgRo&xtC%UM3)-#?RyQ%{wjKB`GcTt
zowt!`@#ifs=AM?1e=cl<k9M3ynD+gb&ieEh0ZV9F#94mVh04sqfyu%gZ5mOsJstZg
zKVJ#S*$99hzWTl2+X7{u2Ok}Yr`Ntfkan$21cG#|L5(EQ%Vx1_Rx3e_C{|399)7U{
zM0bM1Ke>pnK(K2vh{83Xa`t8lUTrt!Gh9%A0W;t}9e%~WzHm$VF)BCy2MCyQG5W*i
zyO;zL?R^d&9i^6X%QCvu5VE5f`k4V7kDT_vW@chXs;5%_Xgj27%a>#pD-!omk;`lL
z+omBPAmlZn$S0(|{%m9Sg1q1ZkL8Q_qKcs1XBi~w*T(7p%*^4@snvXnv9{qapJrE8
zICw2=Uz{DatTdXKm*NUDM8Z8+or0D>&|8$=kbef6DXs@ZF~v}c-|_RHgp7tZbOjd8
znmjG)wJ%t7PUtyUaMs|>*Cr9oGhCWzv0`s8ERO8fB)%OigelVzc#$JI@9xjHc<|S@
z>Bn_2iGj0c0q$GihMhH4akYJVQ#|_i$5A3Wc$iW;`-y@LJ$S!&x$7SAZrr7GtSXj+
zMz+~r!Mii*Rdec^$|EL@R0UZ<{BbT@tNixUps>ftC&qs{ttcGY|7;1iEWJ=I_kP!4
zbN<m-U^yhOEATtyy@wUXXo&nL&DI%3wm8M8yAvY|N>=`roS;Tm!GaFOkAsl)Qq_pO
zJnW}yllC$91Wg07-B2(t8l~o*9wWlscZ;AU^S6wXd6WYlWOoQ#&T$_o4?ltWjfqAY
zq$Vfl^t&iOO1QYz?y->1x%>)2AfK;15=nf~adJun)qmj$7PR7FVPiY;+=##RG=soH
z0!T8@p7=Sjl&Uu5ez=Q7nxh7WC8|qYLX}^2<GwUX=|T$T`^Q$NLEx;UttIB^su|Ir
zEmy>V?0xJYyqDiGr<Yq(if(~q#$JEthR#Bh{9}8xx;D9pS9uNxZT_VJq{-^@3-u!%
zf#{=DXlII%T>TT9aqEJ#z2}=a+_wr^Ofu&Dk{_+WFyMT5d$>gM@qS9ObAV_#oO60y
zMhjZ-)D-+pyZ~50aNF=EU%M~911>cgLt17*rBYyCvg?HRd1rEE$?*L&h8T$A=!EVL
zj-K61nC2{N*f>HHl4qZg^{_><T;_pe52=T{W_FX>3L$yR0f^b2qL>kPciGA{vWqRG
z3br~Xr*FyQEQo-N0HZ!87k~2RsoC#vLwR?OjQC&zaAwSLxI*`#?8b=23rHz*n1TT|
zd}W<M^vNj0M~D$PIASK`MZ5HWR8V8bPD&bL$lf-7J~M*gx=OhYEZCtG6cmm@PQw27
z-1M1&e(|!*629oX2c<P@tjUO7eP8g{@UQjXrI=^sFZ2D!4=8B?>Ip6Fn>geg#gIGP
zUD!CaNh_k`4Z*{%bltRqR?V{GJkLu@wYt(@x?M&&7Q?y(XT#$v%io1V{QH{ipkB+e
zKSP0qydLUHLZ4!0VP&}d+cI@28S#g7Iq6wjMJjVl&h5ro{g_M<>yUyiOUAymv#v$?
z7CH(T#%4Ca0M%ydZCX^i2COm_^-z~E5<wvIHfmVpu&hyF2ZZO0nFY3b(j3BiwRpAs
zEM)~|MKH$!ST_IR{1fXub=_`mxqWcFZ3l;<gx@9m;@qaN%Z0$H=~}ZV-pYkAd^CO%
z;FQzUv3?Tm^kq4t6Gy-^Kf;TtHFB|YBfA6ntLKa~XoEy}`xdl;`aK8Mj*rdT@@RhU
z|0C=}1}m{ab5&Gy4)-?i;#c=wsb(>F2iKBGi>#W~r0ib>)Jxt-IazQbu#kjLu*|yk
zH}2ZI_*TrCIB42#CFjme`v^W4;Xw|Y$!b{obZU^~AHH}VP+uM9WSUQkUuRD|N-XuA
z9n-Bkb0v)y?kSpm8nxl;u3h-&pB_Ji#a+NqeEh06^$VC@TZmM`4MT4!|F5T>=^34#
zQii)`ozfqO7&Sz%!l`CX$W`a|GJaEuR}`N4FuY6iQinscF!SG;WhS+6zBCmXf1`96
zH=bjDO=EmJqqCl=mEhivAb5oJuN{}PxPIwXjmpRf0X>yqSlh<J`RwWg7ftvd-^4vi
zDhMFlE2J-N+}30PM76cjJ<+s@k&r%Ng;7$?-Vp;DwSH1OKd)V6psDFD(~-)ntAtM@
zc#owwVzwwl{|o@F){P?N9wNpxHSf;1@X{ktE4ICm#+EPH5O`ZSG5GdXMdK@|xWBZZ
zwf$F`m)CkEbC20_KZiPy!Dr3;%VR`)AFj2zpdO;ElBZ;ErcP<>obl=p-AKT>m^GPR
zU%eOIuuK{2F9>Cw?>Ol}W?m!gkH}8ERqJoUM+YnG(T)Zs*6RzqVTs6tK!Ibj+K6Uw
zkD`Z&-qp|K<J{|!Bc=%C4D$v2QZ$zEryTNbz|^<oGfRuF5Fa}xS!+)1*EEGd3TXE}
zvKQC^Tt)wKl7}94EeBC5w1eDb`_;b(2sLZM%OeXXiOt|t66syfH^=)FVad<W=2?ht
z5E9n4urQhqAsv&O|0-jF$4c7P#hle)R3jU28{bSXW&)|<47Kvo`a&=9j_rfj$XN+(
zuw7R!x4Vpmg+)Hg8Ww#GvWn$D5*7@Ryd4&u)~TmK2nV5P)rFoY*+R<#0uixqK%IL)
zuib%L*r%kg1*4|(a7?8##_%bV7VoUjbdj7%s<zZF9LNvzxkHmNJ{edMrVu3esJ6h`
z>ti1N^a@pPsO~?P3C_0hdXRc6f;)0|hv9jL!PeMn+=Vy5qtBkq)n>~%h)er9@BK$l
zo=4l4tOJ{Bs**-#!|U>Kj{Z}-ZcwMPa<u1J9+wYilIh#Ul*W9|Uqy9p?_5h3<#I+=
z5;X}Gz3G<wv8lJx!d8_DXfFqW54;nx*mEdQmc>)xyH@PXbTj18S7iqfPTx)1JGjqB
z2ZHN9MZS{KHgghoao-K4g*Qu~tbfw=$IaMe0Xy}x)oeoWuP;ODFKEv{hT$w~q<Ez&
z@*W7Ew&35ttO}_Nm1Q<LKSayAj1|ZLYdupk<<!!iZ$w^Aa3WL0q-vp3!l9NDs==ik
ztW_X5-~T2@t=N=POJ%PVx?9xFWyPEBC9F@BU1jQ^rk5~GVPN+bK!{MAtmGI{iyB6I
z_d8zR7w}fxlj%%^$=p|?lmlUs^*47I_R#3!O)kg~&#$cQ7qnsi6(L62@@SuCfI<0Q
zDOY}u1GdEA4i>y;q7plaDYLU|Zp1(}d?gv)B_k&VKEGZ25EELOf}&iav^pxm7=6TK
zypSRD?Th0p-$A3b{V55Ssr~K+God^s<`sWaiba-UF?*QKV{(u)(ry^zTsn=pA@Z;%
zrvA5a<Oi8dU;MnaA!XpkqHiR%Z`U4N1*mMA*-Aor@PfCbmv@<ZlGGVnm;t&C5zuX$
z_4Eb6oMUwaLUIgZa3h=PmkOH1u*;=IK!OupAE6M;zj%xq%?U~-c*&8sc>NCr|AU%j
zcynFasC#3S!#vR{E=4bregbeeunu`e!PpIs5NvMr%>718PE(y;gFy@OoB23HklDbB
zTG*B{&b330;H82+MzX;T#dYsmI4r+WdwE2O`b%A!Ars?g$xQ}FG3k<d;1PUolH!hi
zZGzT`1Sy65QNkA|L?7udiI!<=2%cta08P=PAT^hKhP{8cCHniU9|j>Df3T$Nqoc&;
zZaAH0#+Tt|XgjW$4GSDz9UCLpitEM|^kM#V^oJ#O(S)Y)As(QmQs|mmWx0$q3?PS@
zEG#0Z^WxU=4_voK51Qqit1xiSvlI=`*jk{5BD{O1;pA3FG|*MlBydo?t5XJQ?qn^H
z4*5w29_Hlqj3_leH2L^6)aXafYZ#NQRkh&F$6H?zV}IS{+wuJ%(lh|)#KfjJW$QNR
zw2QQlYuk2=h5@ivVmr%OO}CCQz4d2wL}@zf?9yOCv%fU?vUkjk;wT3htYFvOzN|(o
zC0;k2jz*vUe`ZRPC~6fsmF1LbGNS@dZIh6c+MPjZOX`xttFHXavk}&dA=l19>D@`B
z$Wl8`j2709FK0nAwgR;Ifu!%v%?;pbva^<CfO;+|#S9?tF&Pchwu90iT?QgK(@~cb
z|G{#SM;|x4DT6tWI`vFM!5%Ub-LUO>_jGA@aD!x5Yi#$ZQ>zcw9BpZ!Mq{vAvmCY_
zxG&M3F_eRvjR~w-#!%Vu)x@g{!!)Vt?chnX4{O`9&4e`uo|Oqx-8e9!(t%_bOE-Ln
zmJKA-9DdQi3VLqz1e9X<#Ed4|vEGlzyl%#w*JF#i8>LjEH5+krMQgI7v4Yh!ZUX~m
zc36|?$B%+Xdy?nG{kI1w0af!!{yrE$s}reEvqeQAyZ3k9=GEL%^0aql2eSKw5pJf+
z!Bd9$!o@2|BC(Nmt_8Pxg<~D+p@EG*-W=l!mTl%(%=GD|SI+!N#h->sIrVhj_J6*7
zzY|65A>5Ev*h>%i&Ud?S4*1l-hH=atgU{;Df`4R@OIv^!0Yf^L-dZL6XHz2oR`ff^
zQTy0}&k!`EyvzPIZ-Jq?KC5d}xV@Da4#ZNG@R^qcP#Q4Ub-o0ysT6nhjY?nIoyWAy
zlyEFGFC?8E>#c4|?aCg_Z#Z_FRomR3J%FDTE2S$Kw7o1e_fjk~zm9l!ZoO&&q{|_X
z%9!7*Td>DShz9LxJJ(^zJDW+K`s_))4=${OhKeS93wX|3EDJBoyf`y&T{sNyK$d6n
z%VI5F#J|TqZW5#e340Ott?8rAIkPWYYa*Se4h#29(&n78Dr%t<sXSu9T+jFKw;%II
zPi0#w;x<h&M<#M}rt=FJe(?|6AY*`?vdEfdUdLpDaP;Xv%bA)3>wn?UKO~W1N!(F^
z=LQQNys%8{b(MG0#iqYYIt1SP&ORMEvAJz68?gedrqUG`IIeC2r0qDvBA){J1e8MJ
zqC<)7YK?fh^I%^=eKCOLQ%=Ji9*R2Yhi&1hPpoJO^`nADf<%amb4*oj70<YeEOZpr
znTJ7-$C)q2I$5xN3@bsay+(j0Sm>t0-k@ypS3?oD0&V-21f|hVwHNWcC3{NmodKO>
z9=6HCMQD>g4GDQEKSNVqcJlpjZRU(cXfj`1<~Kfd+6Jg0!TW>IqO7Rr^VDzaFKhY6
z`(td)q7e>iuD5+rF&ujz!~F8X53C;fFLhsI>cLyq$33s%wfY7nOOB>2)0GMs)@go+
z1pQ13yJ6ef|G8bU1i`o2NT(dc*|!$xFd#QnzJvIMJ~3FGs>R*EkH_h0M|faRRH&en
z<zgjIia2LhO;NZvei0D=3oq^wG<m0s==c=35~8Z;V^+zHiHp-+U%3E7G-|uLx8BuV
zr)sW8qbWn!+)2MmWz@Z%dGD_uIA!jhRyC`o(F`-J9(&h)QrbNsS%HE>9(oi3)td2q
zVzL@nlM|z1(k0s$lArt(3sF-4>Y1lKtWvs!mI~&9m6J8Khvy8%;1%{My(KE{{c=d)
zuEvnj!yKx~Qn364@t6Dbzedo3<$zDpwTSke5C71Z+WcolB_|L=QVRo4nB4u3&0Gk#
z_TNWu%Us$raCA5~G4e7*{JHXQwxL5kN%(&N25L5}usp?eD;|l-ofm&vX{WYhU9xfV
z9a3rwX$uk`ydU0n8Id3Q?{qFRd7^z^kQEof&QrhAVO6(5MWJvQC1ShHVupp}wFWH^
z13|p6eTE}lF=rf&pYJEI$gcz7<kjW6KuA<JUH@nipOq#W=#@}sU+;i3M`hq@2rVte
z5NTGW#Pi&BHb+(H<}TI!_*a;fkh-M$zaUG-DEL3ETBU{!Rat9$S>Vv!WLOtelw$#o
zW#Ay>guwISqz~*w&902dHzL~}&4CU2vp-50*s<o4`e#4l1lJuFRAl1)h)n7QM+4^_
zMs<L8&h2}EVR2kdb8F@hn<E<i+u9vF6=ZgXBguR%uUA9<FjX8(5fcxw*x6at!Ec~v
zg;&+lEbh0Fg`C;m&v1JjD<hNtDZw*Ry6Ted`RjYvHciDB`tN^P3%9E7-dv?o0Qnq7
z!qbIDSN`s**2FoPF;>3Ok`xG8Vm$~#xC26buZ%_12XTT?GB)<7-tGo74Em7Z3;55#
z_4-N#udn;(5V?52R;q#nSsM^`(pg<C@>Js(vtYA54G~V&@J1-^ZQZvz-$#^au`eZu
z9$pOTvDsQZzy@E<D(j8kxnOvU6TFLY=PZ?}nCp4cdyVYcRai}+XQl4zta7zxZ7#K8
zqkDy}V8$L*_p#l6ebU|f&a4owQm2hiyO!}+a?EA=$)9hwp~*?S>*My0VzOAt-)ReZ
zo&0YX-ZPX2XP=#tnb;8t#+1@iS)NqzqBK_}<=4jTzt8VtK4|rGfj=K+Z#wkgHs&PB
zzyHDyvlP>jcr~f+FVTWN4U*8KWvRA5O-p~1Tc4r#g>P`3#`;rqqqT5hmqmFtAv>Lp
zFRokme}POg-Sy5R1`?&F3kb{77=A(pYle%zKNFAVROE2cZ)zmPhCE<6<Wiia>VMNL
zBh&64lzwlcK@DU_zc<GF!n~ppr2RhDrGKnrJx`^r_ax*c$?=Pwqw0>ZVANXTfriGa
z>$=MxkwwU`i^O1KHi(i;w+DmA%p81Dm+#1vyZIexlPkB26B}6BV}(JjhVOv*)8wfo
zu1J5AVI@>ChmgeW_pkHX+>=m~Ao%CUnI~<)rAppB0wDK2l*wpi;9bhp?>ZuGQ|Wab
z)7IFSDQgWb^61qQBED>B%gA62JW5MlT)S|B^rl*8Vs4@rjk%*0;`1}3onJc4^cf9e
zo>_hIHHq8u>m;GA<$udR6C)EnJMy|UAINCUhW|6|?4;I<&t2u)opbX6HleV!r{GQR
z3$Pn}yIazHxwJQ}A|o+-_$!mzB@EecVqqsdNTD>lDF5g4_j<tpv#8fAYka%r%fQ#q
zqkBCX&S*fRQz|pO<=c7Ayo$))Dj5GhWw6<9u~bN}Le)Ngdu-H~W*?N!ou%CHA%G5K
z?;fXeunv2^RLqVv?gh2j;$#)AH4R-9Q>QN1C(N<BURu259E5VxmfTIVB=z38kb@1}
z1K{CJ7KcBUlt_R7+!wiM*rJ)OB?Y-Ka*DuX!?RSL)|R%}5~bbYv;sg?N+xXO5~F{$
z(IbLAku7XWj5V#A<!WjHOInC0i!#`RqODRq2erQd;plY0)sBNWpYrI14yhVWJjQT+
z7mW-29m<Xy`R#M+zYKou#kiU^nfIRTchn3)(-a3RUjEeW597zkdu^#X03+k`ehl;<
zqy0bpDX`Y^p=Iytew=##$A?$=4v^f^!E1(f8RQ@T!5^~h&us-tI3JT6n`4cnLapQy
zQV=rvLj@sqA@#0&nk<%IyYMX0jZVSZl!1%^!uX+fPtVNZ%kn)zeN*fLfjL3p3ch~`
zfr#WQ;jYB~^Wd;J8vihn%KMrYJBo9tLm>a|n>bk7fUXUm(Wt8{MvL9-kJpyMe35V_
zjWU04kekYr2DTqO0#*2}Kidg>QU_-ZMQCZyx4nESn^i6!%=xX{8tKisFN*4s_(Xic
zN!qGzgE0+Y;hjC<wF7Hct7T%0TCwha=&Nq})L>)vO)O=w!d?AewoPB3^%;BSw&{y1
z5deJBD8QacnVISyQ_KlxA65hK2vZP~@OrDol+N9MsQzCT9V)_N*FB*-o>NGTggx5@
zGHsb`bf{Q&91DwuW$Zfa>Z3rH?TmQ;(eAC4*5Nka`8MC;h`Yx9Xin30T>(j$)O=Rm
zuvx8**&4c(hu5E0EQZSpC;6k~0BI`Bfl^M6;;?K!Xz!u}LdvXOMstk;f&P|+C`5Mt
z*C=rSKs1qQvC%nm(a~^cbL^+nd-EK&-T{cJ(G@*C2i{8%T^aFfXw3zdSHsJyEc~!0
z!WGT|!gAY=AtxHD162uRc&O8I57RxSUQd5d8(UI8c+aMN%u@yotLCT&d)^tJp}#d`
z|2$8e$sH4zBmn2!b}4MC0Rliv|1l;%O#n<l559+7ljUy~Mt2mXPd%g0V*h6cleXsW
z$qAg;imS<piX_OFVQHgPOVbDE!<bnBTEhbS&GuCRW#hTTRxz`}6o{5k0vTJ+ie0y6
z)`UZixkhqfm!?KEY)JSB!NHNlZGm@j#I+uDHx$wR&aJJ-P@J#OkA^ZcSiT2A{O~_2
zM?3yglAIO-d!=m3)AnwIC}L8E%gp3>-eNpq4SotFH4)q>+B^Y&eA6XS%ppbOM{APQ
zN_6A}RLt+Wb^r8vaVsNz9T=of)ozOcXq^H9vOex`H<jM?61|KC2LY0J5rEb8b!m{1
zMZX6VGNtT04|hui>2?c;l$jRBPwM4ekATmEU&www4G+?kUg#S1Wl+3*u<5MVxKzRV
ze@4h><a^VI+^;EIwt9<es@B85RbLFF%7NhLTK8KsG&wuAfSji#n9r+xZvqq9Pm+fU
zsFB!J3yOMqkU#&)J$dy(x}M<$9bmwH9tyaDf$CpLFn~jdQ#`mNUktolb6Hci%u4CV
zT2)IG38MkgDt#7hZxBo0=AC~rPv`D6U%SI_M0~lwis#%SevwHREVQ%2x?VC50R30A
z*d$tNye*EtjOijHxichbP@~$&s}s>sM`V`>V##adGkC~jquOUZ_7s|>W?bP>ICqXX
zZkkt8cw6AkxWY}Im#-gdqOv92aq!cmBxmrn?|<<gaGPSTHEF7>eaDGOI=hpKYPu-Y
z?-G0l?Evj9krFzzwkxcr0a*%6$0w1e=_=PVWw-SjwjDa+F=`um0aAO<FOrN$y}VCL
zc~J$M;zV@IBN<d+;iqyr>E8-Zajr73BZ@`HJNKpMQ&GFV{}}_lGPVt1OKVD>x%n2F
zlJIqQN9Z|uCt`&-Wi+1m%VJ90yBLO(K3MD5QvXX-Z^i`=zEOAg%rhI|H7io9AEIGh
zCfyUyK27_CMQ&Dhd}FlP$NX9{6^PwiYZ)v!dHG^}xjFWhf_|Tske_9TeLt=%SI`f9
zbce<H`XAz0&&&Wx0+O@{;iyz+2aar7g;`xX-T6~lJ6*Vs09@25G5`EL_1@!8cO{g!
zj%_>mGNy>{ly*!QZrSQy=?(yCM~cwPSqD%?vj<SFMz;cemg#E|c|1aa;KuO=FxGRk
zkh=JVQ*hCcJS83%Z|1VsB~#CMrh?c<;@iuG$wM!#&X0*gfN?Zg^w)9|Vs-&bo3Q_+
zLB7cmB5>sNtT<j=vajpMOXzoYel6g<uISI#EiBAiH$e$levGazIP7dn*l7Xs$*B(f
zh4BG5vRE$VN(NK2yHR5{00sG&qodZK(Md_Y>xeNX5bNxs-|6|k;gf$8?t9lgaIh0H
zbJpouS^4!-Mr!iBbGde3!(I;nD&F7Gcb$?E9pryPDp|Xpr%(ARbP-vE6rwIr`T!zx
zKO6Gsk1d(!wAWUbE!&9iQo_OyHf!4$OKps-n02j~M<*&2T0q+Xx6dNoFI_R~@-1w>
z_Ox?abGOJ!$fL$Pw>)f8Z%#Ee3p}8x-FFv+CUFPZa!R!AM&~*jpA~&dL8Zmk#~BjZ
zTk#4z^0<~Sn)Dq?@gIW5^mR}b_VI?zj!2j^?io_;e7BVSa0g!H-x@&v$OKnt-S=Vm
zyx->z6wap{QBV_nmf42V3W}<I^2d<AH}fK-gV{gV7T|uwTdeFgk#*!DKANhD>ig5L
zhQaxaKDjS(2a)gh)^k!vi7O4r|LcEfkZO&&S}olH;|^HwcQN|@1D5IlCLZ$)F)6jm
ztSwLd<^2Te6%K`tCaXf~^{QlBj}XFKw_x$O?P<L#WM8TpBxH}8pAcgQTC01_(j}>d
zvMElEYb^fAiupWkRyiVPo|!lGd9oood`r35=E|vHa^(9?&<lptj}#7e6qxaOXhi%N
zoTL$2o~m+KaK*E8{4<u!dS)EDW~Mc-I|tKVb>jY7sr@rMq1S0vd-Yj8)Cj<CgN~lJ
z2#hVtX|?)C<y(0=(+eh<dG&9@L?!=SBXoC)%A_X=TS_szeu|KF;!W_K-$G}p(0^b9
zvv}hj6AZZ=<tp}^K!1Q1D)>go3#5dO4n%sxe@$f2b%J7tnGdEfD__j%RNxH~-C2+p
za1e=B%mH)xn^uzOefzqTGXNE^mvrB`1o-K&u*rM!1_1o6g01F%2+FEsQrw@?5?qD_
zA=C@@W6UK3pD2FVhR7qN5Ck-4C}ClC{0arpli!^Bkzkzq5FjOAen8#rZv?~p!V@H9
z+Y8rc-p#Av6Q;~QN46(8Ft7-_2cXtFwPGUAISYF<VO_*Rh0tVH<cz|KUka;P5P@z8
z2#{A)_~q}0v@}?@F+OT82I^H^rO#O);S?jM9LS9qOcvUnO{`(>2Pj9Dt<^an=e0Ev
zdOOpX81?7<n?m2$TDo&Dg3gd&Y1>N7TZfD;lx@frDb~9-Y9j@Ln8F^R42{x)XA1%W
zso&E0LnX;dzrU=;RB_3q^8lMIy?=*_n6NFrNQ#p_m`&dtlk45^IxH<RsxVK)5)E(t
zY2(x_tdwp<k`6MQdw6q#v_ET53RIV=490?rrNF;BcA)`R$Zsf}OlfoOvgGx-fZP&w
z-V-cnT&4Ex3E!xPkEj_-kFRcSNuFmHg-QjHp4QERQ+CqhOxXV88NqM+?_7^7C;$!|
z+3=e)s<G3BdL@hZ0WByr`4jQc@yaLj+2`Nvur(c6uNYX9w%D|QLlaNSqOY&HT2)$)
zm2s-=TzX?xqsv~cXT~h6EjPK-mbcX3q8Yj8s2aJ4y>3ogFfT@shJy<JXb&Hvwj!lW
zPW8$JivP9J{0sM6YD>3<cKhCQ^yXFrhfMqJvoU-CTcIa!!d^Wx=TwlJc1js+N9(4*
z5U1ui>&sn-q8~hunpMw>XC)Bt!ey9zOu`!6lY(pO^?(8nNFWB26u5C_gStC!=KEi0
zcjc;9)`p1?X81Fy5pQ*3MQ@9Gk~m~E^UZNVZ+1?}#6Oh<(WCso)62+=)-nXU%<OnJ
zXQW=PE?qT*;69V*PD@a530zokF(M%D&@>MS%fP1`?;74rA7E-Ko|JucLSeR|(4PO{
z?M<FanSxj4k6+fMFGY0QA@+f)OnDv5994c}2kxdc#a}==*zNISv(Rhf26g3?0WA#B
z57LkZ?Y(y4>=tz|-^3;O`qcuDBW7dldVxd&;q3UV@^$Us)^OWK++P|%O)OZ}E#y=G
z3}!pPLIFFT!&_}yyVZi@`DeU1VR(yOGlK;eL8d*SM9u-{v6d~fv&a*Q-^v!cDi>kf
zW}JLHl5;kq-{GH7#;MkV0+9+4EvtEgv|ZQXgbh8;S3Fcg3DUYB)xB*~a0WM^JJr8f
zN_q`UR__x&F;7k9Oqt?0Q6L{N3)h9oSRffY6Rm9rG%?lTfqNt<KBj#iv$P+%u=|?`
z<`6K=WU-y4@`)g#5pl+EpMNp2%)h->mAE*tAA<+hEGGI~0VCTO`6ph`QGfX!UybRS
z$DA6R@4JFD0Iu&;@=ywTMF3&lJ&@`m$)`FLU&j{{ld%tvE#bZ{Dk|B?mOlcDUK$-y
zA#sz1)oMbxL*1;oPf8?&4E_MupRicJ-n!#%*`ekL!3HLLy=%<3R(%wbR;@&J$%O88
zEq;eAOLgbEb44@u^q)%!aP^j;<iqLef@mbYyK&(Rt7INASm<A;ZKx(&l~|c^l?o`?
z5Cjt=fK6zzeJRCQA4@;*A)R8S_{^G^P0yQ?3NLgW2ll^Q-MoZS*Zyr&Fm)hsw<#Xi
zLW*>p>-W*tq?&gm4&PxgQKI2s*ysIXF7g4uqW`6KkXug9YDD7ppQb5k?GIc7f4vt@
zyot+uCE|a6$O~t<Zowk~24iS#<Tu$)2B~*sr*dfCfEErp_u>a{06N#ZeC6UEWWQR`
zbAkWz$IV$X#ghu@v}D%fx^E3HRX5d8Ie})5&uTta{uN}KkW@)6w(eVFOwM^WJ)A#y
z>Hbww4~w;!4XemU0pRvbJKKVo1Aowt8z%@Tg<(4q-PpX|LY<e-*;%-dXf=gL6qj$j
zZ+B!4o9-f;w&~(p+)NgQes|Cu-L6jXr{nTj5EsTfPxl-~8UbeV<J<vwWWXs!&}L~;
zE*_u#s8spX6ds&vHz0a<cN{?^35cI&c+*KX5!v#@kKsD?w;If@(5j$h7Q{HUut|fz
zdX+lNDa79DgO>9WI3<*4d2NHZb+Zv|4xygQT@qMB*-FJS#fl)^0EV$L61Kf+<ySq8
zQa+ZJ1%I!*4hYin=NZ{S0Iy{D(zeo)C1FbQzbsE1bpw=U4IGbdH4wQ|!etz5ds=1T
zvU)2z8NU7HJl~~j$KN9;?Bfw1EYc_ub^i@WJmG)Wg|(^Gi*;qfMG*7{vFEWIT#|y1
zkMHXaAJw)&9roeUv5Xyfe4CUQ=^U<qrgcdz0EzvwtSk>$0nXmmMgq2P6z?K*ep`QD
z+Z3HyWm|ahkfu5C&YW6HqpvE2>wft_0XO#LbB?med64`)d+9V^0l)|ImTbBxszYXR
z2teK5{^e!U(D*^{NrRV5-NWVEQ<35$-X1Gn@1M=XwOJ~VYp5uit*}~If=X-o9Rjec
zWtw(uQ6n;S)Zvw4{<lU1Wv>1bbZeY)5@+5zz{03WJ7?oak{f*2Xrm|gw1q_xE8j!#
zVw|74yk1=n|J)doIs52*mw7XGHXyZQ=_E7Cz+}bwMYy0#k7e8@3m%9s-{JVl@A3JV
zUw}3KQka>jgWDmzt;UVsEY1J+3>)i^Pf%F)18v*`O4p3(8h)LNS(!YZ+Mv;H<(op@
zcu8|bh`zft$USs{RMV&D_xN`o&FVGPe1+0HtC`ukTK7<rMCSs9!}Lfo+eA{b`s_o&
zByi7GR@S;_Y+=E%4G+Xs+yu0Zajm}+g3Ll!eq`Mhh1m3dex9Y=YR?Rl+>!cc8-=GZ
z-D<TG5SOVH|1hPn_z%G$ENpNwy<-vF-`DM@qdgHE_gh%iL;=Z*SwBcE%4;(BEUjpm
zF5Bgd1g1TqV2#y@4X9YDk1kZ~++8p(5h!}?X=f+Mg!Q_tK!jP<gi<dh`03UB{O;GM
z88D`IlypXb{bk@(^;*Osb$bh`1joEdYXd}3V@dggCe1oPz~INX6Kak;;gNlWd`8sd
zLFHHD%CEp1&V4cF?RvbBaMEwt29X>DDZk9TY=Ro330iC(MrWT@a>R7JUrlWhYwQyQ
z>>MeUUu)S{=bi;#Nl#h00IdfEm>Q*ync0}Y#Dvh+5XZ8Bl(~Dk%a&V2r4Zyc^reCO
z%kSr{Ed8~ggxMoodj7xa?2FI;BhDVOLvWYnadH}jhZg$Xod+TL#TlRBfQx=WneD30
z;rn-Sx_JDgG#~zDgE@x|YYL*&cQOOfXnk;{qXw5-e5#{6Gbf>Jk>Yde$j#QQE!<Vv
z0tp*x*RyPgX0N{a>S>$leZ0h$g)QtmBR-K&EJSt5zo<kpYYgBIA4`{)II&`7nhhC&
z?(A*@1GEm|tyuxfqHOB$bmQXQIjgUrb8+CN!<f5?yubB52@~zR)KSd$KsseW&HwZ!
zS<(p5h9;IKAi<kWotgP>|EqAGT-KExl}E1&PKgE!#sAHe0afi^r+3{*c13ihU2mqw
zdH~Y@M1V$RWTj=Lkg3t?EC^2ejk%gkgqLJc4H(USTaoDxTAf~|y#SqEEVefelpm!<
zwsH+FL2sWKN9`M{y%5?$9{C@=CV%y08(S<Pqo&7iEd=<dS^osw#u%5gbFL8c_-w1=
zIJ)gE&CCqU*0@s-_rd*Por(A#ysTyOYRaZHb>YIDIaUewAIY}(`B>7c?tr>I)v8+1
zzvh-$nKPS74G6OC+z-q~P8i7y{u=ec|DS*rG~_v8b%VM<oIbZ&+pDp)k6HYJTqyBk
z^1~|;C-2woW}p}07zBHX@*3#r!iGA+dK!Yh6i{WKIkbIrIpo4xJJrQYK%F-cC~eRm
zv0zsx<{NxQbVAU@ixG?SJWIDj-X~C$pVM)o?tpzK{6ECyyUbXIn)xpEVl&_yeV3MT
zQ<lF<c~rmoQG`nW;p2y)-Va1`;5rF~4b6We?(;;r?!z$F`3u|$+ew(Itw@?co8FqT
z0B&PDodX4kOqDaH&Eu>Sl;Rc4%b9Oq;#2`F*tuMrDrRKAt;UK6R4LhP#-xS&Nw()x
zp*86lWpsBC?g4$7=j#TdyG_aH9)fg+(01sza4gTXN&F5!v(u@goYs+6-rs<lk`*^b
z<7J-9vmZ_-AfUOoqXObCpfkD|Bs<I<o=WqLn3H;MEd;2hNgLUc_Ac30aV2*+EK|D-
zHt&~W)~)(8YnJ$PB><gresA!8obrn2gEBzaO0rI8@PA8hfrhN|S*!^w9tBKjG_QBK
zIEb|vKTDH+lRnYrlX9w(J5zkmZk^8y1a&r05=L0SzbFg>ZomPq%4lxU{Ek1GPB(=w
zB1_F1I~axPG&V7HhlPdTUVVql!ZO7jq6sP`?5!@~K|RoOcGP}8+bV&tMis&~jW-8Z
z=eX5hNcXYBq8b#!3;bFhgpMzT>>Y(wlt$%On%&v`X-$^^?RSyAqkOb&lLlEX!_2`~
zMD_-*c<k)yfqq5XE%S_6ql(WW@NfB>b!*-q74%Pq)-DLloCDoWDXJ&JNzV!Xi%%fl
zCYmRUS*t_oHM;U(cNo2PL*!!2>i=BTAVmy4zr$U{cDP8_2E>}rBD8njcA%oVz9|Ej
z`Aq=^zxfNbhmoG|z!Q|Srv==eg~SECh3q?u#rhsY5c}hM-U95pGIPt4`)O$wYjL~u
z{(61^(WI?RQ}bqQ;1@hyN1tNeY`5?w-nBFxzm5H-oo2fMKqYmqniB-5z;Z;MC3{Jr
zsjWndISK!-*kq)AVRbuDA~H7N0}cGFcc`*Zup}d|kLgNk`Nxb6osB#FU+gzF<$0=X
z{8FL<^~E0zvoi<W;7z-4_c_7eS=RlFfGS`uBe)Ty0XEIf37w<SvoJi70pzM<l110!
zS<SSHWct|s!E6)dO>DsvwgloT>nauMrN)SE9}E~FBT7s*?$+U!LHY|xA~$P7xYt84
zm$nn*q#9qZCuWNIhfPf0d2cbFIveSl5@sCWulEBBAT)`CWDrer2HdWrX12$j<{Z9G
zBd<{kLDvK##5tWZ%6GS%qTJ9opDwdhEL}ngzHQ&D7M3Nh>oF(KoNYyzP(#{{9negd
zHG`(U)y?`>uE-dJWwGblgmcS@_;nZmEVHgD5^%(SF6rxx4<-@3T`yS*Y^XrIBJ&1~
z5k6BnSNKA}o4K!1H=!x(*8f5VJhxpANPJO4&0;%Rf<M!Qeql+SF<w1VoM@O*v0&cJ
zh?zpYYXfF7!Ej-&txLqQ*wMz4Y33A20hVw^w%w4$LFfHx>UY4m`F;C5h@mc;tQrzt
z|DSKi3;h|hipS2{pj-q6gTPSf8qtH!>wKfTK8-b8>327mYz`!vb<&Uv$#tvYOq=0v
zC6+ONn#JHSnm|y8rb0@)p_IyBSe=~bzY3(itSqKf#+CNcmpbytNQ7O5=SiAc$LeN;
zvlj(`ac5(-6M8jH+ETH6s)>TzQ8YA>TJ{eZ-||kkygJe$aUOR>-GeC$Yn>-8x@H!u
z0L4k%MFwCmi`9mlgO=x>?Z;1%-!3Xx3om%UtK`3QH8&>#Dph#YJBuQm^a@L$M)II#
z2TX?94MU&pEw66uYpfcb-UxHK*}ZJ$R*oIc{T2f*h`F?F?K5OuBlf1t{4D$pZmW(o
zuc#Rw<_d<iJO9HPF87?Q5(A0XiH7Bt?S7lf*QRN?xkvMP@7ZPCh$e?*uzUBpoZO_f
zD1nUGjasnK+Kt?<J(3K})xXa#s5)on<NAk|SJ<)r^3`58xJ!?!$iDueoQXQhig}E5
zx^sF4bS^p1Qs2gGBxt7~fOUNI+K*8Xw+n{L4rb^C1fa`lo>K`!wkP&x+VTDTZM9Id
zG@SR%Nv%4y{dMfC7|)+5ft27kV}jEm`PM5YYNRD}eY`jh$o!vbpnbKJd4OQV2RAPk
zOlxt%+_6Ug6{TmMi;Fd(1JpNGEToq&f=<uzL-jw~i0BWOJpW-~OMw-ou%H7DU}1B*
zA5Ep%|KA`b%j@OBiU%dBl*#WaL;6n{El(&B<N`+?qtcF2U&B&aVSUgCk~#)PLyg$J
zMdw8slvSJG_3hP6IUl)Q9UiV3Piv88fGW$L_$zS5MK6K)lu0%v)0PAiCXC?v2m&&j
z(3XPYRm2NI7{o|~u%1WW;kSYg&W`LdCAU*|?#o9Bn=zcR*V;8mVWKdqLeXTcWFhtK
z7B5Kh8uy4x4{!Zn2j~qDsm3FQU}SUIHB1*O7EZQjllZ2feA_#ly(`mF#n?*5LkgKs
zp%4w_HYjYxzl%$O>BQcOX*GPv&7X)l9WT0{^Rl|Xrj|6e(*Gv?-g_^2c4-ms%$E#d
zT`4}Y=67VHd|kuc=m+>uw_K0jE#gCSdK?~xoG19KA#^D24{WX8sedvtEmM=Cr%@%;
zJN<dJER0KE=xE9kD5Ads>2MmCEDVUC*n@Eby72pVvPHE@9<H1_#p2zbX?RExNd9;P
z^X>m^FwU<tJfdKHP6a-HMw4mB^zHfeqw<SD;{j+kqkF7tFE1y2aPzN&&BPG3%&<+T
z3r)ooJ?hVyMzua3wSWJf<@9=HORAo+V>w3X-F-N$!M7p~0(nRwTXN49{4saSdCeTU
zNS^Xctiih)GQL$xrc+kAbkb8e8^^0PLPh3js>E+S-~OUmlU&#n-!-6<Jn)Ko#>=+-
z8Wkv`5~yR^++trER=j!CKf36=%&27a`2i{}-qi<HR0kr?;xSYH{cOqSspt&*RYmE`
zZhnpYZvz9x_|;lexvLw+!xncOd%G7j{dPv?&iWr=z`+^&^|X97#HWc=Gy8DDlE;cu
zuW4H1W~rvc%aHEY^eu_s11y06@6R@G1juY*;Ec;z^`&e)1&@@L==p0V3aY49*MsWX
zGd9tAy&^>xf{>q)0$;e$Rv+6^+x1Cv|M~S%xhYMmA)nw+*^0DL2QM_bhSZo(XHJ>q
zD=MCI`<w8%`8@`FCk&i2AoE@pWy!{K{)GDq-rwZm{^Pqk+!{g2$CWg^@#qt7K81(<
zw~MH8D@^jyev;NlDK?2f8cw-gQ+&%o9c0M^Nj{JB`}nE;XJ_*{_Z@Fl5Owg|g;u`h
zCUo+?PPI3BU*hs=CEkvBAHjytPr^_rek6BY>@(HmGF081l8(@CIzfZT4u>DLaBrlZ
z<n_q$8g=Uz_6tt7rFJ<LAi|{0{z+D@ldUx#%zYiv`8l#1RqEe?Z6-55wd)y~f3C0T
zk^JyQ)A{0W!MsVC^V@glh@)?q5gR?L(@V4O{8_Ne#tM69Tm4fHiV<&K@LvDp^+Z*J
zWhziFa?$5RjKPwCO^6Bi4_Gf#2@~b4g6;e1??e!x@pqcDa9>=Mr7NIL^wt>n<-4+o
zTJo*qE94()ezCEF7e!6qC)I$zy{B?_dr1Y4YN*;hs+04mg6-K6)q(Ir)m)sKuRQ%)
z#6p#WWVpX!)0LdkKp#8@hwMm0eCUB0{NXgLj;8!iN5z{^x4ur9#D4FGcQ5G|6Xh{y
zPTZ}tSfxGNJ!mRo!;^YPR2PLNhliL<<S~j@SxYRg`>ZObc^B)o-};-}9#f>3YE8iN
zeXu6_lgRQw_|9336OxezOJ;negz-Ilyp7IJgr`h#-06~1?{kusa<)FF?pGr8zRHi|
z_H|K>5sYXAI2x|=%JLpI`kmcY?^6dad^Lp&!zfpg60*hyENo>lJ~Wn2k2r0LcFLJm
zbS(yFp*bF<t^dsnsMqW>F5k?n*ie7{m4<+>4?F^`@$U~OwD4+;uxJWEgo~H0^yZ7_
zt`1KTPp`8dJZrD^wcsM!1Xtly*VLSVl!$(X%J$CAUvL=^hqQH&IS2TP8jOolsSQ-~
z%XU$Ip<>Oa$6geF{T(PJr2J=N<36J$#QKkjohgU9*IAs1DI6Akd>=C_Hic~V$^xI2
zH@H<$oH=H=q{p~JS(}W8^P+bvpq<Ur1Ibwo6%;P5PNV94Pw~pI?AgmXX(116h55G8
zWpFUZbzsRS6mNJ-T081-j@0V)fucP+NoaHhLa{DQgaB3~m+RgSjn*{ra-!x$8)XNS
z4GybQDVg(KGWx`3uoLh(?~Q6$Isc)$c~qyjW+_CGb}d?I3lClT5jzv2_}5<*7b|#s
zA%BaNDSB0Dx2Edl@)AEqY%bH_TmGIE`305Lzx{2v*zc}O@kqf}N(`=Lds`<OXS_^?
z@64-aufaWI!ph3He{~|kC2!FwDgC4mqon9>;ct$f9@>VdTBVW_Bh%dD+k=GS4fd4*
zeQ5$q<~Xi~(I1?1OENUX&v3ut9{3Z@Rh?GlA&zf&@%)%PzMYv>(`O0hioZeV;3TE*
zOB<O?r8%~__Hwvw{gEP42;0*xTWKvr7r|c5Ln3Q_+d7>%26(Cdj+=^EOJ;71zc$hs
zJ)gNV<+1boOPNP1Zw}(R*5o_p36eaub!DYtb63M67!54b2^IT!mL`(Yx5vTRUoQ^S
z*9q8rR+wnh(yy~w6j&`-U3{D71;@Aa*R0;4SWr4{w1+eulvr)-N{5Smtg)NIk!|L{
zbxyOxOqYq4?he0jShUJs=|o;|>iP!SZ{*57KZr1v5R<H`-SQ4^CFc#q4r_VeL%j$3
z;^=O`jgd3WuJ-G9uThBpwLMNh5lp6qpzD`LeF#bqQLI;+6Z~-wAq->;2N!^ouU5&a
zJPitK+^rN;YZm>DPXBU}-dETr9qJc0lxzHu;9Rxu$G+fl_0dxCVj`nOynpg_iJL2{
z;oa1j*M9VSy&8gGt;J8|=x;{co8YAjh~q?s!L1go7!~izGNxELL3Z{{Wl3j&m8!_$
zP>npw(^r~){k^s)7G$x~QQHlEP0n4Li5l6<-630jD`AAhH{VZcIo`v)<RT<RQ?7nn
z<FyIli4QeUdbkzmGE;wEw*N$?G+s%KIzp0HadAZ#Aj3N=-NVCU4h`@y`q_Sx+RNfg
zw{oupb;!u^=abB<wY~p5=sP1KQw^Jjxgj}2@@=M*w^|`I-D5i76DH)eI<Cric)O_Y
z+&ViudwzcY#S*I5nP^TSn|pW9&U=tXhG4M2@I~WspZiU28MRJV@qE$a@e6iR?atKX
zuibs^s_t!gZxZUOzi3?_7N1Yl$X}eXa;dr1-}IkNczA_XE4&O+!t~Q#`1OI#QuJtT
z2UOMy<7*5oRFHVCp2tTU%4Qe;j-MLmM7WDfoLfJAfrM(+&Gl=;G)znErub8jin`Ds
z<M6)&;`OCZ&}}W*uizg?1eCZH_K-WV6IRUJxIP-~1v0An&oQ0hsR^QeEuy9<Vp9%k
zYO#53?2cOZc=^jUtSRn8lK-2lhLe!09RCJd)w|p99wucjwCuM2AjqQR2xKO<sKzY#
zswB_k=r-^|DHKoqC(RqxZ_$ytRQj)*nwoGGye&fU<OPuec6i+3tc_89zKe7p(yQ1R
zd7CxZToEi>!m2SU+MiKDXC9B1$lkd>7V|N02Ao%Fv>t0O=bx;4{`PW0YNPs`LiIyz
zEDF;<$py*R(~Cz+^Mxv<t?Ij={(R?gwviFR@zH)4_t&sYd8#!0&3>KP`}q5dDi~+1
zGxtr_V|KTc^u|`>>Wc%PbHc_LEk2m*-z0ARc63_}=qkZGUb846FEzm@SUdM{Bo%{9
zM%K9#gYR<GW0j}nieS4{Rm|FPJQcc#GIv{l8iP4QN{jOHo2#h>G5Y}aDVzzvcf@8@
z9XWr~Ef?lV5YK=S`}sUNUwUF>SVeAPW#l5b3F!GsxEs=^HSaI2TPH5p;NIzBaFJ|I
zqy6|sn)A{M_=~S>0}VXklB52zRV04B?}=c>uIgT^+n1`kVP1*g^QVu~X=R5n`$+fo
z^y49>)8k!TdP;f?-Wu7Dp(8!jZy1+asNwtq;k8=)cSizwChBl|OAA3Xre@Jf@rD)!
zWoVbTqf}in4W19N&i(V8U(YIv(U%p&WTpQuAsdv?iOGm9|374XRalTwvo0#qN{4iJ
zcQ;6<bV)ZzH;8n1cL_*IcSv`4N;gP1oW;NQ=?gBrkjH0S-^{!*GcGD+GYX#HP|Zt1
zi@i<}Mk94C)&!()j@=Xa5+e&I58?-{9Qbm_!b&PXO6yZ;I$WBNT*6`uuFZ?g_QHYU
z-?_5z8T?vDwHYNxSDIO4H${(%K4cO7ljj4tnJlU<ZS0J|+KSU`&lhg6ANfr^2$~Cs
z9mht~S1HMCqcv`OjzrY!2lIzVTwh<JQ~`d;6JI=advg2^kb;<)w)HDcPHbN91(FOg
zgL9~*+Ku3-69%~9><aG8NXW@$mU(3`SL#<ZnpUz+h4~WJ#bLs5LMfQD86B@gGFhL{
z<O)?}!TUT*^S1ht?i5rXyXb0-D^E@sRpPN!htLi=rnd!du8JT*!s#xD%%*mi-O!7=
z6R~lBpwV3x?FqvfKcG<4IBeDNds@_itWC|G`)Kf6Zq<YR2!7o81S3POB!&!Dh%CC%
z{JmTATn-yQS1=onM6T#Vj|VG$dn6iM-sG<dhB2cHt)TI6dz$EO#*-bWPF;?oFWu<z
z*|nlRD0-k4xg41D+eJiww#$&99w^uw$B<F1D?j*UzC9TA`GZ3lmBG}~!|#03zXbME
zt_K)pNhQdB`Vbq;rSZ7x^0SLdU-E1iL9<t9i22WXK?tdTwbgu4<*rBSNV}RfrS54K
z3`$Dr=-}yAB!T-p|9Tj_!C%*Bi|q41TCPr(L(|V9SQ>zbgbq~LcQiU(^Cfb7ehatU
z>Zg5s;R5US4z%S}Cuz`_%l?;Ezmp?V7DN+`xyMu{JhWhu`gv;bEbscGmGzV{=X{(~
zR|Dk)B`tn=I#7sdQD+_?{5?J?xKk?>OdMFOjmbYB;QH1dD|$1+ttqd9d`>+yEm_cr
zh8NzZo<^(Nhg5r-WtgpK_xX3?&hLY{>pZpyZ4V>K?wLu!`Qx`j9kF`h^xn?b97l+g
z-p?3d^pJ#Dz*2q7(uDH-Nsd9~#Xj(-bW~vDu+{xN|M_gv#-Yo^w{xgtHOrX5JZDsU
zWh%bkG2saTsQ8Gnl#_1P*diaKki-rG6Y^EdUFk<zka*^3RSbM#m~saVxD@?c`MD#r
zD7GAP*!Koj+fknoP-1h%^t_<eo_7q5Bn=jFBH~*c?iLs{w`da$P1s|MQ_7|5f2&dX
zsW(2<$F}4eE$`OqR&4e%jIP^J>Xr=ze6o71<;zdtU&zD0hBos&h0%|S@{jeby0J=$
zH~VCDlE2??%**!#fu)Q>#a;8>()>h*-{ecQaY|$f+w{``aWG0?KBsECSM==>@{5i}
z?6-P0Wc!cQ2JH1nIvbZ>E?EI%OrlejC6{wlZxs!h5$bi~Ww}m39>5-r!rP%<(vsXh
z<bi2uVNEaUblxPY0*5Zk#5CgZ)#WYRR`b2<t7r||y_4FOY9UAyF=J{CyK+OfGw3TF
zMkb90g|ES3QO|=-z5B@|lixfOWaLJ>nLXcfVH)}7U!!yl5XJ!iZ&V%6%Umu~sig$$
zlgCFih{HC!=%cF%SOfJU+CW2-y8Slyq!St!i2jA@koXy6d9OAsIAw=Rs2l!PVb^(8
zDxXc}+1A>yhINZ#+MyaezNqFhR2^Ylu?jp-6N5yb4#}xXOHPZlH{)22Tdlt{ha=Dp
z6N`6o6w!*g9YV$<*dL$hzhJW&SDcV~OcN&4O1my<!hEDMSWZ{|zRKNfE%NRI9xHw$
z?{UM@A310>AN%yorgi=D<u7&5_d+$?A3%FK?o{|DuwuU0xG^4oS<wFMGVti$@?gKo
z71ijIv<*4eLw!!9a8b7~xpTQjs*Faz%`zwZ8*<!_n-_QE7Pa8CX1Pu?#tdFMEE5sW
z4eceW*!X^@^CPc*1!7r`%(ZWZ86CXs?_WEcVXT==0aAG;OQ$X3N`EHthSm4_hOMTQ
zowCZq>LL0U8#8O1(Br(zZ2P;)ZWzYDJ>&OFNll&m9co;io1|ZjTxvH)WUDIP9!zao
zb@>wF?VgU?-QibJ{veEQ)aSZmDE-_F(JD@W$3iohc=0#Mbl)TUi*Pl2qVo0N$7#)i
zcI`yt7Q8Y@sCdq=%BuK*@e6oc>6|CdR-&iLW2kTrr*SmPFOEjZmLrx+k_;ocXIrvI
zY-KUKCZ*K5mmTgX7n7zf6{8q9coYmoVZ?#)q~{+`g)LJ(q$?XY+yuaPlsl<8J~`P*
z@VriN4vs#jW$?I&8@A^P%k+=(!QY93dvcx58@#y!-|2}WkDhoYXvgE~XeG5@g2wh6
z*TP2)jCR|7EC+f&({H^#n^u*uV{LSZl%?6&HoKXcx~Vmj!h>DYy>b=Y_m>#&_RYnW
zCS{C{m%rEMIxf$N1t!Yrl5D94CZfPsQ*yVUJKP`9^^C<&^o2_)OxW*`NAy+rA=oVx
zmwG=C_UfBLYb2gI*P(u!f5T{EWGIv7W!W0tCx5t4-IN*Jti$({c~xbqHz5nRZzhk_
z#<+q$-|+#CyL@h=NX^|B8M10FK?xwYvy=(EqU%Mx8a%F`J;dw?mbjOV6Y~dn2FJ`@
zhY=-m3%)9Fv2;`5G3ccOoC?jYY%D@Tt#TL>=2N`Idp9qqEeHoSK|vN>>qCLvwJf78
zpY)Bezo*@kz|@q$E=AS(v6-VVJ+TH$z3BCwxZDuo6;`~BZZl^~(V81J^8gUlt~usc
zR#u2iLmH~A)zc_uzoz29?u!g-K4cs!2oWV-u^@Isx*@%PT>_hUERjLS%P)75!ny*Q
zahVBvEAr>e1%+yf#-4l`x5rXjr9^b7hVHZJo^tZ_e!V0~pDYwtwJ>dgA)S2VocXmc
zB<a$IHAy_y45=;%`@=5g2ycPjh%-dBQ2+6Q_T&8f40=rg9_jIY@v^xXk8jXBTvdeW
z(wTE05)>BC{MZpt%`5n2BR#>$Y@XNr-10i2Z~;vD>H~|-cvqy>VLPZ1x_v)=o=|pQ
z9(A;Jo|bP16xqFY3w8}C4U0F6%)^7{Yp!Ve=d0X%m(U=6(`$QzS29?2O7cp&0!+t;
zLSEJw1~jyW11pZm`MadP_RC(JSzfN%LJF2m#nv~+mX6Tu4$u3rOXwyJ{q%W&x>@B4
ztj<f)61b1geZrwyuKp-Q_I0pdT%q`%)6&1C=4dilWs}j;FbxNB=8`rxTo;ccxaT*R
zDgyk29SRUkw7w8rH1J4og%(Gtye6s3QXlDPC|9*U71NH9H{Ei=f#@zxT-+Xg1R)W*
z&ZHwn8_DFb3CEf+0C{z5AkOfaeu%lXwYBA9lm{GBr?=q2AQ5N%=X^EpcF$ZzX&@s{
zWI4wECCn`QPcm9xuWfsGLAyJFhb#>nfsRp+C48Y5Mep>dBFmpo-Nq0~vx#wyt;`k%
zzuKGd<vl1qEx?vO%u4gNs7tRDFF7vTbUW9llvdH!@N;zj6V`S&{`CHVJ-b?z;=N@X
z6M0YNGl$;xdIh~fv#Rve*&*kWhx*yJmzk`4xOoZ;HQVYa`&%zQ!jR-D)AqMdlqagj
zOb*Ys{3iW5HFjpK)ElVbu8U1?6b@_Atn|drGHdrXcdlJ>nXoBc-4O8#={GGZC+s#*
za_Dqp)e`7#;k?3k)2QGVUJqo0Ai%s;ElHr$s{8laF^4Zk_5?F2FCS+(W;Or%qFXgN
zu-y7S!Q?Cefpoi2`K}f`iZjL3(bZQ3`dpWA(W=Gt^UqfioU+dhKWO7xs^X7yaB|5}
zJiVSkuKXZ)pIA$ZVN_X67-sA-`|U0$YieoPudMD}f)rsMVS;SCUGi;uLA__`tcCjX
zy$#Cwq}#uBw|o2=yW@&g!>c9ekRho*(XoNqO6&V(MB{5gw35jV@JRj(TKmAMc;e-*
z@@WSytZ14#9EwhptzRD*K<4ec())u|H`yy?bJnesHMyH@txL7JDTi%#qWYw8I!i+u
zAtnr3<+fh}uK&KWUxO>`MH?3T*$<s;(Z<7#8URN6TOi+v8vk!r^ywV;XFQ}*(nx!u
zY4`xk^t907?ygW`B|QVV>FG{Uh&mHi?q)ZcktA_BA<iM3al?@DVZl|uF>Ne?Q)<W?
z)9CL4GNy4E%05r9IBivFM{Hu!RU3)5Ik?g$%q~9e2*8McC~*7ze9k$hwoRsTU8(qA
z4I3)%(dR@`S~sz3;@Kw41buqbdgkE*7BeQZ_tVsG$|R!(48DIy^fBeQc{xK3{b);8
z%<8i0P4SBO>YU6rhe7ydU!H>emv!y0=|_bH!wck(ioz?mzOmPhJKO~_|ItpCzOO6L
zzt(a8_Ri)3q7DbK@hp$z=(d%kGJi}DMI(G*)9N^XySf^*jvG~P?Qi7ilfN=khJ2la
z;a)MLBd>C?CEvORunqf~=L!N$pbg%XQaD^lrP9xR+w}|MY<}RnN+O8Xh#3p4XcJVj
zIbc~eKSR#S7~FaN_FuM1Bb%HpR{2I0v=EK;mLvHmLc#yCjWy{O?rZC*EyVPLnwz7=
zJ1Gh0#Xhk&OsYRXitH<^8PLzL;x;H3>LXi5(2H0PB$mr6)+Db42*`>_O+hX7e)fX@
zAvkzoUt@w=H>LKi)^YrN-~9aJvF1OKDyB>U@@>t36h7w^ajSoQ?&V+1#d*+V4a(m;
zjCslje4J&Q^f+dRI3s(XZ>@VXeLLC{hy~|xS0P}OU4Y{t^_HjYhMXI4gh*+$7hc1|
z?B$U*sr=jlxEPX@qXmC^bYK(_F!w6Vvk!&QVcy>9x%&G4q+c9c6GxyHf;BIZrkrnw
zeJUb5%;xB5l`mKDcqCU+7e#`UaxODCK3rlN-JHBON;zO6k!Bt#v>A7-f-?#plQp~o
zoS;NF$(H?wg*AkvuwfmNnnEa}-=;#MaVov4!_%&5yb--%g|Z=|S+KNhzR`=jJ$pPK
zlX_wI%4)CkHhxu6_lk*)rjR$<hK=cu!XY`37A5{5HTiR%>n%snd)w*CC*1@3*H}sT
z8fWdccZ;1I=5dQcAmvO>EbNuJ+qn>BQh17POS^%Ppk*L3?m8fAG{XMo#`R))x`Fd8
zMmu&San0RWQ9g}fJ1nelN^UcVB1Tw$1HOvN)y?ILmiA+$P%1xfAQ}eK_Rfauysyvr
zdqHhyY%vBKFAIXwA^!ddm$6CJf-g3;P<SP}tHYq-BFT9RAG43o;^k!hS}{A@AT+Cm
zD)*>Ih_>uDZOT6<icX88+64^#tPSU%o*66f;S{zNp@6VR_&!iXM#T{@`GnK2t#v-^
z&zfZzykn?lCrWg}uK9mR2a58~IXYNVxre4an6%q~`IVXWG{Pi)Z6JsH08?pve>ywq
zqc-qSUQ<K-d=Xt*shhuZVf*if-ec@HLQ%kks`?m@<vz7YUu|q0+l~Kww#)wtBW(jE
zR&f+@@F55bZsPKpsm03=@-6e5LT1>CFc#$oAClq{De_kA3FW!btE`Ni_F8BNX^Xdq
zYl~v5fyVIX4XFc6n};s;HyMTvR$hcKXavg=e@>)C+cDJ~_^PnPtr@8eoMS&y7*GzE
z>17sP-^$|aC`CYh*e6Q?+D6PJdVsR-Cv3B$YyfInTKyoBr^?V;8zQ<TdsoEMqUSy@
z#W>tPKq0YO*xy)_(EGTbHC*^Mm-*#1x#NoC(bU;!DD9^1W&kb)S!G8vzQ0OlZNvj%
zmJ+>StCr?>Ikiu3Ng@;<8=dw;v%FAZv8xkLj|cUxN7Bz8CA6xxRd4K7o=7YhgHgG>
z+ZnH-T=n&M<CMBQ%)Q1XiH?#Qq#{;}s`@f=m%db{0mZo0pQKZc#i?nhIvpH)P=wYR
zA9335-%<s@(-6D;><b4F<!0hNcS-#EcKr7H(%W<VFF*XN_lfK|{iO;i0D)w&GL>|d
zMz7-Vl%WjS@<y<7dXReP=f-wfe&UFgnKaM@ep#6D@KK-C<wke<rBQ@8XUKL(Gk@8$
zIaM+UudnFSRAk<LU_v+2FxmSf0%dss@lPF<a;?^IAl=eHM!A2r*(GXB;3d7hoL)F*
zJh|`rpyHX@f`>!dK-l>tMOu*<bPsbjESJAwzsG+lk<{e(M%z^?*gwMiCBTXJ*6Q(E
z+NhK^{ZuEFSz5OL9?x&O-34I+vm-u5>MZG6R$5)o9}UC&aSNBv1>4o}T24bzblq20
z5t$=LF#2GuT-j@j+kg>4aH0-wwzUy;3OD&eKF|!0rOvW;+RO6|6|I3xr0LaC5TnLO
zLn=OTz>lIDZn5Em5ArRux^tu31bD_prbrM%-@`X#sM|qUdnU@h1oC=ojxA@G{9;FO
z;fYI2Od*s;$=EHyD#hVHE!UA-><w7xC6h++;;`8?KZGDG&ks(F&Z<pFklxTn711C3
zz>(#BPt|^H*)9$amG?yvP~d)4*3%nHpiv7B)54-?#F8e^h}~=af{t8it~JZ&LX469
zZO)=cSv4?CfU7sU%(l&Czp+=~Z~podDo{3hYm7qmR&dyIh=!OWn^b>2A7DDJsfw2J
z{~115b4}T{Jr2_hkSm$1yska=-1m8=39VCw7<ViVM11*s+IX=}ChYt5%c?0+bgMZR
zj`yJoLI{TE$DZ6F-6?TxJ1*)Bd@8i=1@+JKr(rF<6Vn5g0{2v(UoQ2CiP@P*Lb`nZ
zseF9&X~%a0$}bxZrJFg=q4%K^3LJAxC-L#FjpCKssX_Zvhc<mFIHsY|%pTh$bXIlJ
ztP^&83B;WAYOiDj14fClfT7S}bjZ?#5=rew?Z(YuKtkG!U5DvC66-x3sNLPqwaXbB
zlM(nlGI4QnJ=VWmuSv+tZoBy0xR_e%70Q$ngLEV2B#S}T#Gu=?V)0Ih(CYze13qhw
zQcM!9@&4s8v@Hk^3x)3Jaa9Wo1><?^jwDe^jGb{ScRi^Orm+=EDVEZ0Q*gR8l=u2g
zYNW2o?+K{y*(egj@&y~mNv10VjTOaVhXOo!pT07aX%zhzL$ou3OuE=7Grqa`JSIP>
zSMlY<zOFob>#sQPaYV2;LD4iM89ZX-O8$j!#Ba(s*&I0Yj}cyIR=WI~Udgmow4XO@
z-gVIto;B`+<dV=(+E}ZAQ)HQYvFy}S!9x?V{Ei1h^wFjNIA?c5rPGGvhq%bW&WB{?
z$;9DC@?Q0y+A-F)wx$4<LF_qlx9BqbApCdO{(Shjf!Q8>|FKt{w?EduzAKO%EwlC}
zS~O;~I?1kn5r}onF4o@VVzl3-%1oXr2zt{KgMG$FuG(K{t4MJTZD6?hUiJOxrLfgh
z!86N;Tw((eU4e)!osFHfmcn3lp^mQ;G3mAik3&H_q+28flyO}zcXRW1S`3DAk$pUW
zcQ)3%MooP#KVG{pmA1cVXS3iGKSnSpG`R3V;3btbUgeEVs8@eFy0(At(@KB%Q&^)?
zkBVQ{t9cg?(Q<{^&R0l`A--Y5;dw)Meq$q8F!R^ybp3kGyT2=H6vfeP*GeyTFtp#t
z4wJeJ=r0*NQSvDE9y>=*eO;$}g@>1JAW#;0zQdSxhJ)(vu+B{4fXt4Fis}Pv_@`@X
zSPu>ph;Rz0LdJGI7Nreo?cPRu2mZ4BeU13H)C23PfSd~L=f$*GOPvj5ZRjwcR^=95
zX7R#;s44UBJH7Vs*?iOAWkE|Xo^LfYs~pndL!+0ZyB_*rx%u``HYnY^1T?3HTfBhC
zabdxxvi9;mWA2wwV#t^z8PSYC)gQrC-($0I`D^P@j30yw4UOpxPXq0_=MfoZ2%5Mf
zE4X)A0-HyO{Jm_v8tuu*U#LS7ZHz|hbw$hOHq1^ohO-`7>IK?lO@|<!zuP+`tHur_
zJ#Q_QdRX4HEUp&UV4pjyRIRUhr_{_0cBqV%1%2^)!F1Ga@k7f@EAW<<BY&^A9Mo$>
z$jB%<6-4om2Wn@lm7s6RChuXHEdMK#j=|d$59b_diR2`&5GEHH&3=B*Tcqz1I2`u-
zlVlJd3HXNzUd{+E^qz-&)^B`XZWfxH4v&tE!^M307ea|h@ZS8ZshM;*dHcM&cWD*+
z2MI9Q|D0}!%~*|&mwdS_^<|aDICiE**&j<72#Zu4S8e{TPgq{GN=s)(&lLvG6Ja*F
zvH)pY(2{+`EDcay%a3cP6SsF{pk?{VO0#X-@?8!c%rM6^*}UH=y`=Q|QJe$N4&ak?
z9|YP&2Fg_k1rM)+JTJ3+x<MO+eEELIxIH(3H1sw@m$WufP_TO&?(a2Z4C$u~$<N!E
ziPdLe#^EdvY_@xwBk`?mL2PT@@1<3#4H!iM+Fri>!(caEJ1Y57%0w2@$$%%A6)!k{
zn0L1s*TB<c`s76ba;+cY!G5drJ5pFf6YfvVyVoWRy^l=$_zUOf_Nrx?J<m@Mue-JT
zhlfRDNxi{NTKkI~SvWYj+vBxoYZQ#}75UQ7&L_xXF{veLlGo5Nk5a!PsA$6cL+z)V
z_OIkZd?D&kF<~wdb0^IQR-506{9;ROZp}Aq*6hm2%6OZ7jsxAVp~pVvap{O*xu!Xf
znZ4d>c#G!;5QWq#Z!o|9{X4bQHlfrgoq`vA90=^Z%*R$72|Z=ui@rkeTMb5~NM7K<
zosRzPXLcSH0Ra)0vZ}E_S5zPk3k{4W6q(o&<arGT=P&{W+MLr3)wVtEt3)Rz%x6_L
z8SxKdI8s#0is45t@80gT2w#T4AM%n)Gha7LEnD}Ol}3}J?<zRD+HBbL{9m+wNVjqI
zVLq`mN~D&HT|H&rS8Yk;*_q9UV1`)-+3-RZb0RGjl^&1N*1n0n&w!HlgGM}`)v~SB
z?+RR4?K4LOjFUVi($>k7N2zWjiagjShe4JhUN94@pcqL-V=2W>_o@YiTtGr+0J~h(
z&8euZY<fYf9{04TXH2hhy@L6))zeARZ;a8Xkb5Kba7@5bNo+p!oh>{}B!|bhxgmKe
zJzmyrBTfPj#j7?_5MwskvT`_%edU;0VUS(-rdCM)EG@`%xem!17#B93NdRw;p%zt@
zpB|q!_=?X=#GXrAOlu-jz;8Y*u)vmIBmR3y9E$QBE&8n?f{=(OB{pJcuT3?ARw`Ku
zg>s?&ZG@Da4dX6acKuJ$Z5FY(Z(li2uB%X7!U&^lfhfa3**9&KJIthQSR}-CQ)sO&
zCS}}HI`0tj2dP!9{IlwFsii84o)YWX1?D=a3e_o9mcDa`+ZSU3yMBoL*}r~;K0bP`
zx^8~Z^*ClzQr>koIM?U~!pVjU!uaL7ov2@AET&$EnJg(MXMacQgTMBmV;MhLN`3;(
zcyeazBlfv#C7ytMe*x?9F7A8?y}rA_x|>KMY57an?&Y$rxG7WB#aes7Kog^nbJ+0)
zF_Z|a_qVsUE(GAc#d3T!kdRA1cQ%sDeK5f*EBpoHmM{~RAFCbu(fUvPFDu)k%81A~
zDH^qBOlQLZjSdb{{h0rDp8e=rhv2ddTlkl-(rqeQZ_hPlNWS%9-1C`U*3=gD911vV
z6bpKf&q=~iEXo3BDr^ci#-V`CO2nFP*=rZemk5!%EO3L5CRke0YDPw*5ld;OaAs5E
z_CAA^pp|*o?tjSzQi}!#Zpa!u?4nnEBKQo~VQR3A+CauEPMb3v^mK1tFyNW%PR3=C
zy0);k-hR4S+s%vO&#kD40!yg>wZGiFMD9F~1Os%Z^+S#$;*>xPE)Z$jVv?icPg5?M
z(I+)!meD}*Xi~_8&|BjIb+~g1-pcnnHdcLOsMoF&$+AWSAgJ`$Jn3-jg3)0wHxHcF
zUfsr;3qV#DwM_Q0Oz+c>!Ng=j%iZr%cI7?>uUcxA^Sd3kHN7954y%_pth~GcL~p$4
zYeY3uaops__jAu$^CWT@sVr$E)@rydvJBbJn!T2v_E4M(Z2%$$cY*%fcIGba_-kN_
z&*UvV126(k*{|cTe@EHLtHe5U6>)`*Pdgq)e{XfS<GnG7($~VicWw8wOR;CGkdDnf
zhY_u4BL?;wz7oz_4IG~~dspyRr400EOWSOHWchS3ZGX@j4vdhRzOYZng+F;=`#!&M
zr`HjIgH*sl$hTe#=RaGpjtJY=Mm0Pi=FFWvygDz@dkPhJs21qjcU02S!YT7gV|vAq
zw?W#xk4I=0Nt0Q|qjD6MH{^~OEJRU3e;#HaaR+;}aKL%{U+D5O2~bcO^K$8*FYhLL
zHTwB~JM_L|9iwRz;@EvT!h}rMouocrxXehxkn!0j!5Hchg9|dhzhynSw)w(MM^-`5
z5ueFhV0{an&WhI@m{<1+B0}i%D*WNVvbwJn-?>MOXv|KO+}~52j`$eiKSLgv%csX0
z2u@r@_es_BCzLs4+||Bp6*gdHZR#ia2l=byvky(?yiQ@WLo*Ux*WZ8EkQ$XGj;6*u
zuST@j1^pP=My2-~iWS|gJgiA?1Q=cw<u1*BBE=C)i3P-zq2HfIA)OK6E^|IFzu$Vr
z$%S9glw7~E1Zv1wIn>SXak{~3pfTl>#<;l7g)bWN*2&$MuL)y_)xe(R+b)Hh#4c&k
z0uQLN;iB;M{ncSirUsZy3}a~PPqS?UN~UFAOV|_z(7^CtqQefLYq!!+e(N=d(T0NY
zM&>#d@zm#5Ja#C8X(Gfv94$EbU<Nv&f(fKOf-j<0gu(PonLzO{j4Na@0<BQknhyaL
zsZxyx(3_XI)|y!Zd%oF$XeG*zZdg@PNe@*V_oZ{)sr~}#u<wq?QM)aOHdIRPDR6tM
z{WpHu-N0t^;l_vil0(HqC$x4utTN-X)qbZ{+nj^l!cR3^5W!==tJZ0n2XvKLttU7Z
z411?IM7suXYV<s^FGJtLHkzy3PZhU+%j)>|!Dats1~fyM_jcZxoB9<tKkqRMk>3f`
zkn_D?f(w=o6Uj;sq@r>86RM%m5~3wPX1!cCcanYF&n4;u0j#W#m@awp>6#^Rv_qVS
zIG-BS-hF2xiI|oRjXE*XKzNO&sg!VCVPOy=|LynJpV?VeY8o21ixCdDvmQ()+1y>b
z@(^HZ>si|TyFMl$q6*u+YYfV4*NO?rUo1#MdV#dz44m=Q@L*pEKepQ2CbTe&+KFH)
ziX=b?#rz<;oD~HXORy|!<&Xbv!06J4<=Z|Ih*I~%_i%L;>AQT``Z;>qMvA%H7Y+z)
zbtGofXzfji(xY4M#00W2_2~_A<7HSg6c{Foz{jw2d8UPuK7v<6&<-KEx~|i`J#un>
zs!bSza<zM64_L+9pdLdLG5%MkK(bLetITzlY4hNu@Yxl;F71lZGenwxfZWpS6XMuf
zR0A!k5m_}L&tg@%odhgw*9c#^Ru`9c=A3r+w3>6r%UQHxuJ`bo!*5;P@6CDbQ*unm
zDrGTEU*#4hHT1E;Ht7FXPZ=I~j}Fku<~85)h*X8Gw&I&vHk!f~smk#&Hm09_`2j~R
zZ5Md-dTlaFN+=a=_tds6XHa5dsPfSCkbpL@fo<Xib>>IMcZcDdT03%59|$3`Z1%l=
zpwjyjlSK@f*0Z>_2WAh6j29!c>?z0guhu)v{(3h?gBYb#cv4*gL+v}#eg#)NWS{kv
z%k`BA1XeQlYVSQ1K^<|C3R-JbQbWtYl`!{`yBV+jCl^x&h`@YTkYjr_69sY<V49Yt
z^sE>~&kyXG>q;YLKWiXCw!S&>vJY6?<N&Z2H244Qv19T+uN*|hWAQt7K8RAA@T#Xe
zZ>`zBLpv?Yudd5zZg2X5hLNCOu2!dD=Sp$_9(?ehR~tdzLmdi2d~%xTbK=`@DyrlQ
zIAs5Tm5+caiG-#D1uPU0e+YfADOcP1GN`_bU%>kF*k&~k(lj;D<3qIJ$%Wwp_FCQF
z=|$mv&!3?QW=PRx^C8Ltd`y-k{KDFO+1kbk$C}YtCSTYN#H$k%P!JBglPXo07}|6h
zuFVASqDX=TO8TRc6gM60jwYxl>^M5R<<vvkn&?2rM^U5Cs!~x4F9fERdT)2!rHCN2
z2zTel)im`<(>1Mg4ch6juvZDZy<5;46;SDahMFZQhuwA#--_6z%4_G{=#oHy6_(37
z2}ZUWchjp1l4$04x1@mj3O64>Ypb%IxayI^Nb-utIn696lS2Nk=@+S@x7>OD?odJA
zp!oL85HJyvPnFc}1T|urag9HdW1kLTZ+~dtoiPP+C#*gWqu*IQ_j+&SIUWsF$@C>y
z;CtJ{YQ&HC;ZQDW$au;@B|dJ5o$<sA>szUvOgW#Z<_B?l9W%pSTZ>|1uFR-X;r`s5
zHrA#a9M^u8UMi?@ZnO!m@An#A1EQ7f$R!pUJ~~`q1|47=fTn9W`Rw<cF!`&gpidr+
zC<@Wk0a|1PuVJw%njlP;m6U?;y{8$gg-lAZ*`-BiX0eu2Pckl`9=8cR`vo01cH$wO
zJx^sFckZspbb>K4H4^tZo!<97K><@w+wZXM*h00)?yt#_(k^=qj3|hyx*Fnt+CJ=&
zPi!uFZDT|>I~6%<hOTj5YBx9nL!QHvsp+2W@tcm=)Q<al=a_o^1!Y?UF~zOfGOev-
zB{Oa})X#ZUy!1toRkL(?jxX+x7$h94e4o1-J-#y!*RGd%P%bl{G0w?gSsm{H6CMm_
zYY{8;c|BURW{kYHH*DuyuJSCgj{ThNZnh&AobLl`{<7$Ru4?lPd$!mX?`^XG^hs+r
z68Xv3SLi6IocR7-(Fga*I&1N)c+R{VonVkjSxo=HFSL5x7_g^-dH(Lcz6<%6OZhl&
z>sNVQo<~t)ow2;m=H3$f8@r3Bk^{c}s1#WnBXljsqfSO#-9ac58)#WxwN=k2`dI0z
zg>$WnVM~)o;pT?^s_^3@r~8v>U&3e~GagA})I!vODw)$Kam`3QlE0S_NLfijXX|C^
zRph3Lrxvvn&X>FpjnFPgdjF0FPnCocjZy&-deI7h3zd*IUt`Q=b$bAxkH)_be}LmS
zr99Q?7pLNnJ9zQFHgs9`KXS3MJ@1H`Me+T@zJ!3ye=3lJ>GV-MIq~0f`xjFREHfp4
zCrvkQx1~g6J?%g#zPp_KyWWLWk*S!W2CFV>rdih>d>akjX`8o38ohQEk(o60Z-QyS
z7OhhZuu*Dt)W*GHMIjw_V-wBv2PNkmZ4CfQd%r3Dk1D*cXohzNZshrhUmxB;CMA>w
z&R&Z`02W$|C@ek?oD(dDBRQQ#t$%N}SW+}&Irv`p*N^PKoiTVzav~ACT-eWgI-R!E
z+R^5}eyonV4U(s_#?0KO9qgs(J*fO^KzsxAclxoEm}1t~oY!QoD$^Fkuys9tyQ<hN
zh;%q;Y-FRwae-I`1N;8R7a!-01Clvpzrl0oSF+XHoab2x^LmjTe4-mij-t9?yMF&#
z(~phT1T0j#h9f`iy8*kVUkN$c{-s8Bo`(?oLpvwEf+%FzQ95~7N7fLu<``1f<=sv8
z@2N*N_8$lsPS`6s({e?$m<q)z$jpl>KP>IjfFi=gmy$op8)$I|!I)nVTW9?47p3c1
zXD9bucQAg~E(TL?tbTS~X4|jkJp|2gu}0V9C&-{>iCF($Gt#YVWL$exT%}BgqW6yE
zm^Nt{`JqZENx%)?{c$A)DJx~T$rf*8am`EWVMcRfGLCZf!4s}%!cngg6}ghjgF~Lu
zz>l7Rj-q19;ejX{=GQWwW&diOyAoe!R5V#gWLy&HKM<%S^KErmE)XjvCJvlRy{vf(
znpN$dObgAM73HT2uv6)0zK&Zm?#&F2_(Fs<ng>g|v$xh^DjVP$sBf)Os5LyCp?51_
zC5Vq4sMS?%^rU=nkcCdr6x$EelIWMs15J+I(#jVfM?ZtYpwcoNMRQDD$^lnU;4W*2
zBy@F=LYnccYV0m-S4k|D0h}z20uWu;4j(&C=+oOnyT7N$eMl7)Z4J>|gDRB?4OnAF
zt1}%p?Jr)hG`+>}4IDf?m;IK+)+rFQIFKNHZM_b)TFwV)99qMeawT3`p*d~T-bJe`
zN)0xt0Mx;!X3L_m6pRaJAR|ebQv=a%2xBS@ohu;Gfll}r?(adH<V`I$$`G8Su1+LB
zzp8l_{XRMnB_=-tvR{6rf?i)vn%Ho=TY67ABh&I`ukq)lvdQVH;NUM~dEVU#1(}Dt
zrC^~RXfA6f*!K?{Ia!_4Pb5bwH~+3Lb0#eYR@y(zIB1fgbP+#AWXxM?RSKAOt*pqW
zYXr>^2%{N4`ZDT6CLU`K{8FpSW!i7_dSD0US3X3ZhV#u$gb!*KEHvi}k0W~^!bvp=
zVnFm+z8lze^$2qPcjv|HWfQ8m7$M&7+EU5pju-I25mQ;74ivF(yk-S}?z?XOAhmpa
zfBq><*6>%tZ3}B)Dt8Q7%6E!zDh?iU14EfmH(R>@cxVB)aW@g=jdqu*S=MWz!i(YI
z?k*uO-)B>Qfzy75^H}k6)lSL4kTqRrSO)Y|QE84U+RX-?kq$58f&M0UuGyKPKHB!C
z#pXR;kBHxM&_Jb4-Om3)-)DN-x3K)@Z<p#1`my927Ijn!%2Bd5N=#*U`{C`cq5W0E
ztw0}i-{%LV_qhFm8<uOLe#H$NUcYh7yE<_6f&)0WDkFh4rI#02IwBV_Qllc~(Rz#v
zK}!jL));pY?*+^wm}Oa6?+Hy`>P#1r=-7C@L@xQwx^$PM^t?XjXFxy*5f&5rO`r32
z=63rjyZqxs(`w)9M40t*!#s|Z>qLY$=X4=}5J`{u0Dw>@-4N!q8zC-?;>8Ko(M<v?
zhoulRO`9{8*W*!v`3U*Dh`RNLr8i%9?CSNi5FZLGA)$k!jbVaRATw+rBT|>WmV$?}
zn)*&fY5iZ*Vl|=vQ3xu<Ef@&MyjvD{ni43esfnM{^YL2l^ZP^i=PTp6Oa0Oa@Gv)m
zYf+%syzv#nygJPy&PJycXnA+>4XPD1|2E5AcM50DHLB%=c5eF(OGxj8-09ak7mDWh
z_R3(5PFDT@q{4i!u!ZQ0@Mz$6hj|b-)GcB91d=v+8zYXiTyH#zUZyFj;@16|S72V-
zJCWP~>z5NJgsCEWIZQ>gMwe53u<0i?DJ*RBL<AU7-$d8Bq3`3UMYt_b9cSOotE87n
zxdzdXiaxJ?$RF<D<lj1*I0sCP&-d<g1Liu0r@D_!Xg}L4<5r=qUqe5|!@6VV)e-_?
zt~7KZK{X;|IT__<4W>Q5__#-W6TEY&nEVwZ9LghlHk$CItrE4>SYMUfSmWnYrw$N0
zJ|`L@z>2GSTMO86$$zY-gL-9adfzRMEt4Lpl{d};i~hB3y3(@sw|>dB?ZaSi0dU(d
zo(^Zcw@07H>683t4w&dRCp^g^iWB85xC^iH5GFSA2Odo%;p@|v=hI4c+Py3H*>ats
z*FVK2Bm~SIip7%BV!-1^1=)IT;ykVsJQJ0uRb+nCimIoAc>EV6pdCG6DE(n!Tckyk
z;L|b+GpZu`PkmhbJe*ANYh!g-jVwIbBJ6KD)`wy+Vf}CYS>ljcV!x_$nh6upK8f_p
z5eUggXLG>hX(JgWK){-8ZE+fvyf;{flLy?){=*}`ej%cDRZ6@c4bslUz}Ir5CTImV
z$2WxA`GmWL;*m^TNW_=fVc(X1V^&ECDyK)*k$Ra3;An_Hj0Y|ri!dL+B<^;iXbUG8
zf123tv&A7D=aR@ah3QsI!VwZo!U*E0K^9RZP9>dUu|*Khgt#sl0m5%Pi%x7vDdr%f
zDaGgpMF_q@7V2pNd1o6Ebwp@`Y(P;}pS-IULjNDeoF@9tverR2AGjCs8eIXq)+d-M
z8TFDs35nsCMYn`QW}3%lfhGUe!$~_e24Z~Dm@*M(EA#}4cSo9|`8=*^fk(QtQ`p_Z
z;|@qcmhSHEw=)&qJslkoYfmRGZ=y*<>Q~*vUUN9A4UK9{hL5&RD=)7*a-$3BinQsZ
zLHJx;rPn(<Wp(}!508#|4Zh8?l~qjnngffiusT2N`xvBAG80v`BV_w?CHe`VBHm<m
zN%n8!Rnr-!Cfs)7ZopMDky6kX74!xCD6|ch_PN6+vi&~H)>G>B0P(}(+DGm}h3wVp
zwRvj{5jz(j(`bnIgOD(UcxBGgT)+i~DLY+0mIiKMtsYrqV|a|Dm7~ON`9HIM{|=t}
z&sxx6poKZHtuOh^3U7pPbo=Jx1w?X<8xB&X?ae=Gc3nbc;R61z*)z<#;zY<)U7Kn4
zS%~81Wgn*8rhqu3+L)_HZ$40})z#Jnh<uuny81=Nw@@VDOKXeBFU4JJ?OItL?7%A^
z6U~a18T@%wgipgxd2CjDx$?z?dL!(jf4LD^A4;H5UCi08(u}$)YSWQ>q1qJD=O46B
zhn8(CTb^}~JLtte^GT2uYt(o;<G=j<CSO7rU1#!1V@XxsTu?gEIPgGgugMXW3QJg_
zL~^YK>M(S&AC~#(jPYB0>UR;zlZkE(#_gTWTEq=2i@v2ztZG?6PWXe^hS~o%DjX{b
zIuOpQ_|u!veg~rwukLI{V$5KZd3BQ>)mHoGUR9G{0I^Eu{Fm|8(E_C4OBXxf|9f^7
zL<6}<QZ_K_W1|J0SaT*CtodrZ-LbzPwQ5PwQUwn>@4{;&+T9>fifGnaUvey>@wDoL
zX@}Vj+R4P-IMvJ`vM%g|wEmveLrN%-={Aq>6OUsE(yhYE`{S;?y!2eQBucybvR7tx
z@^faK_*vKz@hij1@~r~fv~|+NWMGWUZ6&qvqtl0Jwh6Zr?tbQ-QdWD!BS3bnei%0p
zurUZ9`+-^o@rv@7>Z~_k<t5V^;Gf9w5LMi|9!bkbygPGRfDIxQt;Ls5A|`)dD}`L6
zH77%L&$xB{mB-^ll<e6dt7$<@tp`gJXF-xO@CUQw_|-b~6BPuFDya*4n!_3p23Iez
z+cYIh6_U|2#QEoH17ppE=pQ+g$|>jCKpp{}_k!C?(ESSv>?NlhbC^jvz0RouJn*sM
zwYka5Pg-Z!A1A@g;JXMs2(uA!fD{S6j;o4f<$_whvDbKn=XWV8OM{PA(sHX-8p(ml
z|KYdaDs-sp)rW>&UK^=M3TwCLZxxp8spg@Pg_UTKA+(Y;nN6ZoDcJeH{pm;h59$$P
zlG`~SObD11m#tUf6F4mi{vLmEA3;@%k5f?PF2=!e`HXqo$3Ps=xfh4>s(@+^O+VZw
zb=skBN@Ao(U%B!gEmQ}s-DRw;r>#Bigx8_J>LvZBh3iwOW-V{P^hYV57L)PMO{>G7
zn~!wb$AgkG<3*BsTH>>_GiDT@VyK6h-_?Eq-E9Oeh9a0iu_`02v@*JrLV(07b^Bf+
zt+Anm6G2*5+7bQh3uL|mmYN60=#Fz>s#T~+Ckf;m2NP;oF{#?w=*!1I2B5fv^eS_J
zL(KoBxQG`LbKyI<+1b_2n>}wKR8hu!QI*&ky{gG-72CbSjy48*>k%Ezz=}qQN$Sw*
zCeYVj#}Ew<g@E!lVF`^9fmua6)X;=GZ;2k{`}~vM$o$KUN*;M5DUXs9Tj7ZJ;iwWa
zX%*>&#|^$y)(Q|^NQxj6TU#>H%V;pX9+Y1J>z31zOFWnwqeIHFAg7-ZKKLm`+o%j*
z{O{_+xbqgReg#3qfW&iHGb5?|h=Fx6E(cRD^QrLlD>!}q%r!JL=8v7*UY<^swX}vz
zv%D}W|EAIdlDb|(KPJ-96qXYTsRq01#-=Zsojuo~s30!#qW;^`(RX`f8NK%O;gOQ@
zRB{eGTrB$uw;k$Ld}Elt*d(#p@(43ok{|P?r^f%h*>cwqzf;k~`EP?3Pja9tyrS=q
z0w5D)@qpc^w<U_73CvUCqJ-Krn*QWh%M7d{RR((ce%qY?tLOY?wKM+lh^Td+Q4JGQ
z%>z@GAVVBOY$MEJqA-6PC|de@5Z|}XJ;BJ`AI=c{?&3+0YHW`gKF~>lu^{@}wESoe
z!PBnmV7^2jv(n=XE;iqqb5EtD-8k*o0F%fds-#%L7~@Z-%I~f|+c3|Ur~5I_CRROO
z=@cb(L|eT0nH=~yMP`5A=K!PiRNi(xvsJ}?D^M%=i~ItgzkZc~CF1)1ZU`-%AaT+T
z)zIG!vuf>O^`^o5iQCW5PrXbP)UmOfwi~|lbCZ)|Ebw&0>W3nayWL0u)_&q)Du~Ep
zVHjc-8Od-=Zx1PyM$V(o2n@eMH?q;>D&F=210~BPUEWXlRixlPME`Q7um48OrZ`-X
z9e-)xN^ZBxuNqC1#3aMPQS2K?Y{#Zg7AIg^sc&<hsmzR|^*FL#w5+H8$Fn<)sgns!
z8UJ@e^v`Rjn>AO+N#@26?H&$`U0m{p^z`%qBmP8`CkzmCq*C>Krwe>(5XqCVz^0#&
zpSyRb64^UtT(})KML1-1yeg`sF;UtwCKFATLZoFY+VHW)ktE9g4fwS3<3FnDB<&i?
zrRWj0O@mx8<Z4w`qt_C3><r!ib>Mf^{jndA2X{SgenwREMLtQPD^dEdF|bT;lW%>B
zY^EFhx%Y2+^Z!>@<KXQzEc#>-0zh=DB|(QvS4GM+JujuKhiJ)e?YZ;n$AiM*+2iz~
zVU8}CwH%oL{UbaA-He<m;^>s1(|JcKKNVXqUV10;gP|@CF0R4fRWD)sf+YE@beYLP
zbhBa9o4rt9LNG84&<*jvK@_l)&~ojE7SRoAOzs=}e{xH%Zc64curf9$fk}Rp>-R8u
zM1Q~F(y@y3-Fa|CH<o*f$BoOA93fJARpJxC7Q6>li<#z>1@8yGK&z8A_|*00It=9q
z5-&+72QMT_`ujBF*$Vbn7EGw%P{7!Olgqf)ir__nc;_=C82U!nTNPOh?MZ6bwXo^2
zJEZStzDJ`m*J6M3_88M<%5I;&iqe-*hUP>SMT~n)7YM3UO8NgKsIt(sNS`%?Afr|>
z<qkW_p@G_^uqNJjr*#`RWiaiImy)IyTiN!u_IZEE@-@d)r><&AW##pn5n9gmGKDZ!
zk*-_V{Lxs0i1p7_Le|s#QSke3N~cUBDX&gzXp!{^A>+T~0tG1)*nkCTb{(t#Eu1s}
z;Y4rg)6DVMPEU`ei^9tZlcyX(PBu(cEKydY-78=ZlTv*Y1r|c!Ic!*J9w+NnzFd4W
zy?CcZok*7Q$C;<KwoGcKcI0E8+>1qPV*F&fM8%<1ZLFwY0ks6+lx$B8iW&oU!em|D
z(O-^#U{X`@H`poGa12xpcRXpPBjP|X?wZ6^dDC?kt;GQcFc^m9#IJ#vYA%j9{`By=
zY@z%;VP#8jDIQMdJ&WeAzL5(#nf~5jY8Ea<@UQaGfydjmT_>m$n8dm=ve6a0Z#p-<
z4!d)IsLW_YK~4=Z4luIP;n;DC(sDB2+?3F4MA6yUN|JhdCkONi1h(2u;PfMbVkIXz
z3s@jU+eS)CYc!hd;kM=Ywn-2L@%x|*lXAX|*<vZPEG%qpReppgYu)9ZxIOoO%E+l$
zwKpljZ9KJ?+O2-ss>+uI@33M`U-$?p{$7hMz6b0R^5tzGFMd*r%;GsO=w}S+hP7E$
z9i?@mZ{3^E78my#W`t}rnB~9H4VY}J-Q-ov*l;@Y1H)9?A;;Nby#5kM#uD1P?CT>>
zf>Ym?%XFx|CQp{4wR6@sEIp^XH_@*`YV^jYNsc~SqpmX2Uv2KVf%!790KyC`H<0X9
zTnaz#w0`W${bI-*U2Dv?pI|JH9;Bq+t?Pu?w*n3E>Hv4P?TyXguX@riDbHEt&i|~c
z^Zu@zfhOae)NLNKW5J>eWUA^~R4PuCG@7EB?rmerS>1pIv#iO%-&n4$rJ+q@<%C6$
z>@Pbs`H9=&#?94sc9m;oh3lIR!TJSb3uY08dp*|b(s|WmW1UM=pD+3-gc1jq8{ZtB
z$8x#pX~bfg9fxotAUMsFNP0kE`$bMyX)6t(pIL+pcXWCF<Ap(K&%>-JOL)eBww_yz
z?j*j4gfCg+7ZkR+ujXLv3x0;U9-0H5lJA7k;2kACn!b3%iG`HoAe!;%ura$fwtUa^
zOJgFHwNdF<Fv#27A~RC#j*b-tx|Cs{56QzVE-uFy2@??x$uH3hQ6gZRoQasHUnOD$
z-$^ajz+w|PZfGoDhVRyNG(W0Mwx#s5tc*qq^v)*X3SN`Hh6F)oLM|yUCJrIajLZy%
z@65aL_NU_0uoI#j?uo9to$N6J%SU)9eyhynupKObl^X_<S&P}duA&#oXNa8Ux0l54
zK7<mKW~214Rr?-Um+aDVQ5_+UUp^}e+c2E<xNRM+aF?`Owoi%JTH{;;)ID2^d=Ayi
zi=P$u>#~V{jG~wjZw95|y8y!vQpUd>Q>)>&<DV~jOddsaL0417U_;??QSBkT8=5^8
z@C2-Ux(w81i8W<7O!<)lM?A>?YjXgPRX`!R=@PZQOR1NM$0tf_QR~m6MECE&6v9?}
z1CG~*I?-bbh!xI%Vl~_wB8)<If5P##*)=U&89Atl6IEkrHoB?Fu@k-;*rpw}KfbG#
zsz`jDQNv_6lp^r>akb#_skB`Dl4_{Dw^Rl&oq4nJ?LJD0#*bcpUGy-h`C;hWNO}zo
zlRd9%N(64BeRphzsbG(8SJU>$_uuiZv*&#q4)z_NCqn5!vNhVS*X`vDlD-GyTi!=+
z%T;ljT;atk2tu0zVo5_0YAz89&1*Mmt|HvDEhpnN6F+OZ;TLbaVWIrA!EGPs@;)Pa
z*=FG1jq*Mf`)H-dzShiA0vQAa21ALUx@vSzzh)O;ejj!kqI{Vgb*tYyUwGJSwa24E
z6E<XzY4d_#Y}nVc<>Px|#cLe?T8$!G9>${B;DZW`;hCRO@En`Wo{ngR3UR=q*^@tb
z$t+XEQD9(r(nu0+!DZDg2>d`x#+upKM8Ym`8L`WwfuUNDLj0v|9{)g!Ql~SFs`?5d
zW8(pTbPhmy)j7<;cz6!R&ZXKb%~jx%d@r<^VN(&tuZX3eo%Sv9vMUUGudO@!a@Tx&
zuS1GyTDe`Xml1=MrKnd+YS^wNKNNBZxiZKEZczjeN#sAywK4AhjxbwqQ2Pv~YGA0*
z1N6ARGa2uoTPiG*;9oUf&(@;iZ|DAp56%Y&td2M8b=?lw-3HC?6YSOgTz|>AoKK;}
zc^CBpm8XC9P{tpTZ3*KdO;SZVImapSa7A7~!OEghxhIuLz{9F0jT4#X0tAFD(#blT
zRK+)ckq28uX=FcF{3XCbckytgu><#aysYPU3y=5QJe`A3zEzpR!-|E{8Orq2%O>VW
zdx-*rZ9V5h;BC*#t*Pf5fxGRyeDwUd)Fg2WU2MC7Ges?^xK90}dV)!}JDct}g)FSk
z*VncArIgq%7Agpk`%R8<IrkXbceA4Q*H+%dpG>$_b(B|MUNOYnzmEA08B7N!u7-b@
z?WDLcG0kpVmTgTgi|uRsy4vZ-e5~HypIi!+a+J)c_b#brsLtZsoUk&CZ9HPVoS{bu
zvP2U}nd>Sj+{E^4>d6Ac?$eryRn*kfUXuHqOhod>*lKAppU^fkF?oEhqjqoq2<V9?
z3L*V%)?4bm@#bri!-kKEUJ58Fz$b+r`x^bT8WGm*(F}oG)zg@uc<2HcPJy%i_s_^2
zXv8;++eR@}Im`#vG$4UH->stB)r0vnezpy5uquMn>62QRtlP+c^g@x?{N!kzAKm^|
z;YAY~wws?{PTTPe^Pgc_7X&SAsHxn{^LGlwA<KKPIlSJW!5OySeIG5kf$>PF1LgqV
zBRoq<dV)38p@n6k-Md4OVS$Kx(1e~}s>8q22udlF)eJfZEJ%7)$x}V<7MhLME?M7c
zmCpv*LvPB{W}Sah8@>BKrB)1)bbKL%oUnR@`yC-ihofT}s2{-Q8y`I+qAm2X5xP$P
zuHpKcheSlv>k2Q}H|CEJq;Gx;YY%n_ah892fD`R7I$hnHk6sT!{yj0jQ6j{9CJ4NP
zejM$6X~$&NuYgv&5HV5|MN?tbv*=wYU+zag(UG5czN+@tmdFj>?6u}S4waChq#?5t
zyDPmu<i~d@nKd6+sZBhhD<RkZ5K9(vGE~1;p{i@B(-=M-QPSve1DXtaCIex1@h^6c
z*LHWeWWyGyk=Ok0OGlS3*HMxK*b#rMurTVoUbbn7=hDqmE<+R%0{0p<q~{VI{GSH1
z!<fioj_?xHht9L+<-p6n@I)`iFedCzwjlEuOQe8$*NK1nTP107?N>w?iTTWQY17X^
z(0BlB6*4rWjkIqdYkI2i^v4b9>t?+k&?KfKmMCb9dj4C7{RVB`z(xX8h}<Q~Zyh1C
zR{2{ae)5m_rZ}(atsShX1J5ESOHTzs>h!5NLcqT5LAUNyXlvbv`lrgYWX`E?Gi*`Q
zRm-1lh#8zgb>euwXx46;`9T?Z-mU^~RYLps^UFoqdzMGmG=DE$vEjh3?1>3wj_=36
zHVQ20MignAhU3B>GN}y+zdxNj^|UD<N$A!GHvC8_{3eH?7L?ID#;}PU$;m<5qwHvQ
z(Xi{L5c#REmD|018LA^TOEzn!W6|jl7%5=?)A0_v=91#VP1!n(FPRWrtO=^UG|Xs0
z7^d5mc8uU4H=rVagxoLwm2;@cW+1pv#9E*+uv(dzKUvwh3i{;fajCf;954s<LsRzt
z=Zv}<y~l=|t`>zzEux7PNRk*LP06%F%MaTcnhdL-%ciQHT=Xc2OfAY0$55(3;qYh=
zN!(O}ML>M$*)328yM_3Y625RoOb8C7K{KiEwxQ>>H)WQGaR8(Nr@IhDMd#MJ>wX_d
zeEc>N3devE*G)zNmK5Dc)Zpu8wNfV6@;UFs_+nqq>En}s6v5MaJ=H+gV*aCn7{aX`
z8`ZThb;idiX_1w_q-bG%FzE1~g#@OTv2qE~L$YH%CH{Q)kY#~2bT~{uWyjWy$@^nv
zPFtaXWr2i~mnP?buyu~%VMX1xj&0j^+N80a#<tZsjh)73gT`!Z+qUhbvF*Ft@0@eb
zeV+R#`J3#$*IILqImWyC)@{4f%?KaZMWSq$<n)D-D1?`X%edP(s7#Vk{vFCProT7|
z5Voth4sE<;wp@@SVR3PyXgAm@y4a&q$B<sYo%AbnPCT6Z7U$FBWF{u0f$wbqW*)GS
zA2eG5*5br7^WX99o;T=UXN^d@49>v4GN!AKQ|XLn`ct`K5SY@PSpUWu8ndR<7o$n1
zdnPX0*$bqe3JE_mX*0`8Fzs4jfC~O+S{pCz`0f1=<G-0<qIOl5bdS$a7VnpwH573j
z1@QpFz?cXbT7(mioBW#=fU{za!ABdD&awhd>Cx}gsaW^fn_g(eLmSpYKL^xI8r88b
zkte0Z?oo|c{7R2Vm00|;=W{>(w*OeKeI$?rDxGU}*ZB5t?kXFjn<rg9`*=z$fdeLF
zHZNvQR}PBH_fEJDbj^S5Uu$OraFo@Pw<cmMK(~A`0Zu^0Zq;B1n5QU3|Fss=DR798
z!kpaCnMGSj_Xu({_TyoHs3B~Xw8#S3qX1TmC=?`vX7S!>8AXRdUz8xw)LP;nHGjva
zB>>#OvB3Y9f1OLs6j^IH&rbLXF2b3{jbnMP0W4}jj)wQW`U(Ji00_X+Jx^ucg6z5X
zAdi{<f6Z~VajAg*eD7RC<i24Z28_+y>3@h~4+8aY+}eOcN0yj?oO6#1Fm$a2@PJ${
zK_`}+1biWg`jS5tDiV~fWXL!|P|@-SHM#kgEXq6~%)=z+?ag&)QtO$oCWbu7|8LL;
z>J`QkF}Muun7>0<-v%B;6Mux((;500HywP<hVXX12{As9i8k)mCQSj~tkBtz`=52S
zGu-&`vsI+W^@BBu<6DA5BkQ7n0nq0I?O5&61<p0}5k8}R2z|52eK)MWu~bcLdWOFu
zdG>V^D?VF_tX3JMrpZMa1*yR2>$U9JsIxKEw)K(AKuV5;GTpSyD*N~z!*oEeOw;xQ
zS`gEen%V=gpS(P}430~+E-thEz^pI*<1bU?)ue*a@Qnjm*7BRzZNFHo$zKzV&-<61
z%L7SmUE%JIs6%uHKot8UKe1(bCR#A7^t!@7hI>=hMmxGBr)vhx?(4e+*GAw7qB8!D
zuugEa89Au>X}v3evVv(;$T;O=<4?aIh19Lf{j{E4US7Ajr#CcVREEw4{A@{-Is<&{
z(@wC?d!@kZrxmG`Kg?qJ_Au(oe7Tzu*=okLG&#Fkd{KiH0SxHL89m39#C;YSS{F?W
zqX>L%Lk6;hAiqy#`hOWDX_x#SHAsjWV0CDe!XO6xtBNjrT&$$6Y`~X@qiEdmN*K@q
z;(aEsW}ne6g5DussZ8(xg)#0mYJabcmXw_tv0X7__g&<45!2WkC^P@u-}PZ1@R2G7
z1c)H4b;=KMt(264MY+Et93JrKj!j$aUL*4hV^K;Y+vdN*r)53i0n<R|6D;>&3N3k^
zL4ougtmF*w>21b7<Ut4NT*=YG1Hb^2JyS&cJmbT#Jbeb9jsQ?jTD?L5(Abr`@Z*~i
zMIfkPftn%X1eHy*QH-gSe7LG^){n{E!aN6!sxM0xm5qj0HK>=6S#A}fUCxeQd^81_
zBdo8T4eJLSF0EeNw!iYQMAnwI&Bgr%`*`%|A^!vWY@L4p4w!v0BAD|2(iJ46m-nD*
zO%(Gl{t)uoj0jr4))>XBF{M*fho#V*H(Yj^MJ_x7)lTleYNvYYl@NRbcy2Bps~$%Y
zFl&10-stdaO?!`$+Wsqifr>Eb=F<snWqyC%kT?SkD1e8fwK*t<s|wiXZW5Um{vR=(
zWrhQgrIjQ_5g<?lNPB*efF_5u7$?UO*c!Z205Lg>r&nGPL>s`dEmnC>%EWOq%#lSY
z{7&MHyqcKw;~48z?jmJScK9mJ<;Pw;0o&v^=Sxk%{E=6hbsvnha)LR%0<at#Ywgw!
zteo&_B5H<cM<^(#Bc<T-9Nn8XiT8+4bWUY4u3TJpujuDJ1B3<}_^g&67HpLwY7Y4B
zESciOP}Qx#4IAMhK)?FH#^>*x%g1a3kU!Aydz)<gi|4|MpP}8^J2F!TfQx6Lf~=y*
z;GAC)1IGQWE~8oM;4T&T_<-4vL*;L7;1I$2dx+36Q27q}Ey~+zGwV8^)#+6hG|oq_
z;!~htP<us9XOr?zOR9;HE|-S?<X>A;aq6YjxdHY$RkL^|s;_89Bmfsw7y$|uoU~6+
z;mMPP^L1(Hq4mTXVTFK1P+IPjC1%`#%-lg4K+4=`NL@R#8ZapZtjMd?5eRejKrjcR
z;}z@*a(UO5Tnlhh)z0SRf17WZ*<9lrfRjb(ink`UJJ6b;gJUVAV0g5g*V%n|KC(E?
z&zr{jhJ0vo+9z=O^vWq!9Jcq<Btbh~R!-^*SHC6>W!#SzEGVLe=&N~l3ThOVB35`j
zopq$+RF5X*&Hh-4;+}8wbV=CxH4fge#X*`Wvt=nW39N<M2fSxCOaP(E)ry>SF_z5i
zCVVPoxA<jV%v#+FM3QOLcwhZKng<2*yC;S@SR=kr9;wX@R3xrr=P@cH@4ZiIw2onw
z)K%NOR%FrQey#081Mrm!|NTmFYnR>#-vXGpnKyE7TnLHeQ5rcUHOxu;Qr|N{*WM~%
z_0wXLa2(_$hh=+>Fs2Ze74t$fn`@5okTsLydUryX5Q53{L)v`W*1g?42p(U8QA9{h
zG@&%7e*v*Hp#pJnafD#<-tWrpc9k45G!(SCler@0M4kvmcUpj)2>36uh5Az$?+xYT
zyo`9xsF`N<X93Gj5A!Ki4yWsHfm8=rkGEUCQw1+w;yN_9vSUj***=Uy5yE?8sj$4;
za_niGtWML@K|qd|a1}VaBaDNy@(hU5(<a{4)nn5_)C~Hymjt|kR9U%dGM!yCM&MNz
zmd11(i$4?BiN?QxI9-{=Cu7I!C`R&gW%9UU7<&S@i5W}<m6pboByey7iTZYL>8u(p
zN`<84p5q;ao$-<JUkgTk>6ww=em2ch%L$~I0(n!k%my=m5$Vbzu0|j_^C^Sl*zK~L
zE59m~ls0<aj+l(!v#(<8;&9OC2q*?ZS1c&JfnosG@no16AD9^0^g1-k)tUaXe!Y$W
zw%x$LVBODV#g9DCFCm9bZqO3W#(SO%HDF~{qYkaFY`RTiiveGBm;{(yQ96CW9H<4o
za>E|o_yFMG!mZo&mvSo4yBaCP{Gs?r90JuVglPRc0$s$6B5rO)lzu1FIm<Z@##9M1
zl}fSCuZ3Eb_)i^j5!p&tTNao^A?N^<0N>{g<=O2sUc0RZ4SkPcZU?(&5+GuVZ?1;`
z3G%k4gua=>e*2O5vDk9grN#QF?uB#Kjsf7-5kPYd<x?x_BwqbhI?~bB2JQG~r(8ug
z*-s#}yx6g+hnq~tJM*fv43-vl56e7GIbOuJSjk3q@~gy+27W}PU2I1x6#=^}1eAm=
z0Xr1m!agL0ItFTT0ugGO{E0J={ccSzdD@f6npT;G^CN-ziCIuf$NVe5iJHEKF2kkC
z(n?j-wguBz+Gvhk{QwTo#hvO<2o%&pWtQD>;%Duh?;RcrC9dvTf%wx;-*41Fsc}`e
zdRX34z==*l729BQ6W=P8&_fnrqszwCQmmtni(c~;h_pnp8YiW8<^g|SbVTD(rA@RK
zb8~L!>6ulWh!DVgMssR`h3Jh<54Vu&GCb+suq><`kAA3@-mqYRr9z8m=%d7`)<DpZ
z;f~}+{LV>$n!iJ{_`@P+;ae6)+HROa29{<#3<ART$=Tp02TTowzaI(B!WU&J>>I=u
z0Eo~@vUMBZz?&7d=?*(j!QcR-t!`csJ?v=1#N0y~j2W3zuO>;i?x)okiK++TTD*;k
z8cj43Nz1Rj%K9~nLLk)*3_=Hxqe(-=X1<h>Ij@J~UW^Kh12h6pC~;K{%xO!z3&O^c
zl7*sSx-pVQijedjhVNe;hZu*cn7$cRPW#P90Vxm(XLLPJ-@O+gO9WU9<LSdCX~yu>
zW#r5(0N2d1?flJAOpKD_8)!DniYor-Qne?$ln1+>r@+R>57u6fzr&G8+Avf@E9pif
z>DpXPkT8z~Az(6{aRxyk4VT3F8QRzq3aChr_0#h&gz!OVM{7c35)_LeB7foL+iEo$
zWWbt9TQ6CCL;E|I=rOu;1tfV|93t%_f(pN94`>Hoi*Bn6;tn@>pxip#8Ha$<4dmU}
zhRgIrh>I{}q1d?#xqKAv^$osy6gKwx5@S4P#e!R(f~Yknjz|@NRVx*;P()1mg&20?
ziauMuGFt9JoDA>CD8PnK=k*;LaPtMVE>vCLRfGG*00w!@-zPIRfY%OmXuUCLFR@^D
z#TQVHt!pI$PYkq?Be{2r@3fSX_mNhO_YLs|b0z;KY_>Q7DB{@i5g=cBZa_cfO0l5i
z*A{<ufXA7~+j5Tb6~W5FD7>vnGNbRQr$`%nbz)1nq(gjqy%n(NR-6sA;@kuKsZtx5
zOQ1v-F3B+L{U>%o1yagUmOkrkR?#-I9sOw|Tz1s`NIQf^Q&lwE7Y2w!Z4f~d0k0tQ
zU6Oli_Yi%TY-b_8qK?{Pd;rqD7Vx!o*y6wIQC{}PCWW!`!JAm{I|uwmR|Pqg)snui
zBsD&HhJ51675giE{Z$|4Qob&NN&U>!QA3ui>wAB!d0kqRVe?|sRnZzp-%&>C;@}Ll
z8j2W2@54uNc%cj?r~q!-Gg#skm@T>8{8JF0S{cYkVNN+YwB^+@Mxk4F;{wj{egy+k
zy5aG||BRkIhR?_0KU}%+tsx&n^kS=l-==&Kexng@LTT~8RTt$Bt4%K+%l0H&{pwk6
ze%T^s98|DgX2Sv<@-%+PR4Ud%RV+~1-XcX;Hyv9XX1A{M+p5%Qm6O$y7|($u%@D=1
zhzTgM;uvLjAWF!hi;Oq0USKAt35|r4#gAN1%Nf#ow)pog%nh4=I7M1f+maw|Y9y60
z?G)G%8O<+X8Vf7=i<}Skm6M}|J#*qEY{NQONrvmQ<W8Ai^emPm@Zu`XOj8%mde*~9
zh(Pm2flKB_E|?eqgOs>7YZs3xY_PutwPw8V{eK}th2kkv)6$HEU7~T$$kXDCw)<iR
zo`(PgD4s4TAzvWdGQR>XZ*^~19ZH}>$uDF2G$WS4(mZIuNGhZdXeO-q1up|mKba6f
zTvbuU*1DcFITQoaH`{OhPgQzHx~j#Y^t9rVGC7rbc0a{ZjL@-CvM&^X5_w#j2(_vA
zo7qCy-jLFx4$Hh#b;w{z(aR~EzqG-PU5BvcukYOigt^sP#JMLsvLH1s71TDm{huF1
z&?up_J*xy1j0{3nJO_CzSPvx`N25a3jd%7YAw>|&ozhzn1mC|h8w^jR+*%zZD3FMn
ze@!M+3(*B%!MAox&veMLld7ZXRqu@kZKhl{!7|Ct`0bqt2;}UpJ4N4s_hK_vl})=Y
zEiHz+upfl3c9qpH11VKm9z*`&l@6b!L(1D`*IdBWc3Un|w%L9kcAqQ}2vi>TKD>NL
zZG0nH?>+}j9KAr@p}Z1W#V&B%no(%#>8p>tG2sH3H1r=(as{#>elzIHy;W;BS%-_M
zU;T)}XsfbaDdmI*h|;>L3{s>op@6B$7O1d&-X8`ZN6C>N$H$kgB{}#=74r1n=8Cco
zU%bqS57EC~ajR(E<(E=dL=$l{tqm;C!1`sY#cBMMU1AR;Kmcs_Ek2ONR`dh9{+W@g
z$$(?yS@#y{VLckFsoOB`;>rhWco$CRqzt({&>J+J@k{zRdSOIAw%M#lUfjfL6d=0-
zQ3ysh*rcIxdCRsRookt)dgWw}Ct5Qc<*Ao%uOham$SYNg4Zyw+EQ~BEVL7_u-X9QB
zPq^rC35BSDwE~#h<SV4iInzt7vRu870j`nHd-md9n#8Kwt*ahnn1j;*=IYb+3>hP6
zj1D+jo&hn{=%<Q%BH#c9b{*1F;-?H?(*U@_WX-uS#?m{H8_>Dbl29JdT=zH1>2H@_
zCZ-g8%u&p3-m#1!9DJ-lznpgj_B?t(2ltnY6z|+4MOHU@24<rH(0;m|FO2RQds<nS
zg_(>xjN`YP72;Twl;NHSUv8zsfM~Tdv3|B=Q!=NiJ3oC#8+N&aZC;~!+TU05uajb(
zGTD8X=TDn+q{d2<KLVe(nm!zWTR4LGX|es!!!s^fnFTbw($OMF&%m*PP^|V{Zz+=h
zNQzk#r~+2FaZ9}YFqA|$P0Ct;N$~Q4m(1GAk<|qyr%;5yRvr}>b<oeYx=>XOK*N{9
zUC?}b;$zg6Nirpf2H{r+F^&(?{^kBE(Aic|mj`0^Q|qza&YIfsWQDq6d2_A24t}m-
z+iOfv|KDhbL&tf%A4Q<niJg{V=5^WuAQb^|7mT(#^Nkmy-W-;Uaa|`i7xA(RU`aGV
zukZ4264((b8;&!MQ<ai@E>WxiEY9^0yErZcIPJF;?D!#PHQ|8AMb!Bh-->@9-`=0S
zR&%ba^Iwv7RqT9Wz51Jz6U??E9Q~lon(>!h!2>FG?R;;>eQy@Guu0p7HG7hf>e%Mt
z$CG2mC;1mEvL;f(1+zvYHM#O~1M%t@Tn#phR>d!eV1SCBLNEy^1QbkG+dLC8N&oZg
zNh8qKU5RE^=45;nNwxBP%4p_k{Z$KQ8B#W?e*r<Pi3KL^iOoJ6<)k{udbo0-0JT!#
z0@Z{D2lnC8k%6}{Ba$Hn8^(<ZCXhKO@GyFH1DUTGD?XBFB6*OuC!t-4kOQtl3Rdj-
zk>vL1vkAFW_7XGwD-K_rf$I)P!qNCLY+Lxqd}j`gojiYwQ`+xcbcz^8V{ZCcH65==
z>+AAtPiKkv^{w4XB3K*gX{iL69R$%qS>h?+-vTL0;0g(hdK>xR9G?SpEOlMR_0V0p
zMR=3F-(nsbj^UWosXy`FV0I*cv@54&>S5`(o(mkQ5#^J5jZuu&vd6YaP4tgiN=Yvw
z0doP~$?2?&KCV+@!YquzAC;%3llVNW6C^S~8RIWEX<QEb29dG58EO&vEcw-cCO0;+
z8&6<A3&5ZL%TN|Vkl}ouk)&bnUR{Q(iCjR7DaghVDtINxAZ-5|(*`JnbmijJhgt&l
z{C7bkhhKh!uO^Q_ocD#I{ZmtUD_z_EO3c=IfM1PQSGrz70oKCF(g_Oj&nX+gO%vx3
zlF#mJO#bo09?IX3G?Ma5$f*DO-19HSv*Gx@Y;TKnI9uXvSnCcpZbVwHVsbE7w;={r
zMu&l(J;fG{hYXK*fzGl&Iod{bY|5n&YUb3J>q_wFnLk)7=QSgN!CRbK1t-EGW9?@r
z_PIH^!LSIBz4j(gwLJS?!?^Q>^KGJqXi51}M}HI~<#a{V63S)Nh|;khncLvy#z451
z_S?lTv+A=LTmwRyVE`DJ5~!a0c22pDKr_y6WN1)!dJ2=DUJC~uoah$}#3SOo?as|U
zk{?hwg7{C&QSTwidQCDjecD{0J34Z%UToPdBV(RzL;A~U*<t4)db5C2ugM$PwRWcv
zUtPt|d0ZOEn8%KWl@@@Sz(y?#>j=^ITuy#Eyi$H+rgq@9h9)up3OTB`K~#@(@?>y}
zAmLFHl<>jn5==g@^B=#$f$9+dKY!555vQ+JAHFh3hETwUHHon{rPOG|VEIp}ZI+2=
zsI_s%kx{@*H987R!z9{ksKU?!?z<fzD>#M1lhrCIDLL-K;B190dwxQm*9x<}XZJ}4
z3&|=8aeo8EJ;q6LQfiw8XoY`ic|tL`AW6;I^xJW(TwqE1ov=ofB5|j+q7I%EU_i`#
zR}O)$`c8HRx^SD%r8^Gu5`e&KT~PTO*4%0_v<VFYfDB1h(2y0g5swqV98HhSyHgQh
zHM_KhPx^fSS)o=CBxycX{W4ET@VvqwuY_*C?_HpPW4F15<8V@s9GO)`4TF<_jxiWm
zw<lQ?Af4CaQxE4GQ={~=&I9s_Qp`9yD|RrbwHZ_sO%Y$V50fckEfhfb%?{(UWwn5Q
z>O1&d{d@w=DyrBwN$Gf0f^Ka4Pd3~KtXDAr_V`Cgxsy&)P^GKF)1RtrS%wKx^T|K3
z$)y1zfH+u6wWo4gemkrduT~*woT<5aU=k}D)}8r7(yAx#gMiR`7mf)8xIyRG7>r{-
zt}8>(i4ShN$t@4^+Z?SVWZ6XY0rSThKj4X)`gOphD~TosfXBl+8;OlQ-~jeMPdQv2
z4%U(F32t?hrApt4!sb-dBu6TuyoQb`wpnggp%5UHn^olm0DULm28->F+iazzPuv44
z!es2+jP6e_GQUo4A}OTSxLuRweZ2w~xC^9<7mAkOgBS^XJOz%pYO}5Zt?3=qypM4^
zj$Omee_Os@E=s&q*mx?wtpwrZ8qMkI5B0lja66IC_}!2ZPJMS#sOFhuLCu8_{e!Ph
ze3d}xg0;askPg?1|6H2Iz9O^d=yMygnM2~a{hU6SLhx_>1E2~Gpzrt)`sXpaAjbLx
zcF5>)eQ!%u+-9Lu&5^094j6kKf*@}`IZ=d>f$M@B_u1H`5r&Mj=3u5y6p>T9=6`>Y
z+!`pPc~AX2zw~*zK<QT$R`c83NR$$<!OhSMk*gH5o6B1~nL2VljOz70b_QZ%w@~fZ
zt^wCs;yiEfCly~gjygY30D<>!y{(z)y}L#9UBJ*`etAZWlha3)hmqRZ<k7N;kA$n2
z`+{#5SeMpkxs|`efG;34?>R1tHZ0t&oTew1(?Mxb=ac>cu4Ynkht_DJ0M|(GDx%+v
zaNV~}kB-anfISTJ$>k2-m8{rRo*mcK*_guCm@SAeR+a&_oZ%eq6yY3PpsYAu^S3Bm
z1i*QQuC5ZS#i3;Sz@5JKcBHtbiv%DLk!;9(A6DE2Y^g;k+^^L}QyinT7^})_{D>KA
z_J(of|Fx3RGDFcZ3{n7#`iRptp)2;&8Yv7)a)$6#spnLGl&@ECyB^dzpY41-n6A-|
z&e^jvYA^6`-^h1dn&MYCk8l>>VFm4G(6izsC42>_wSucolz$QjGbHTPC;U0WeQ-_?
zLV*wiL5^4(gshaSB*bd>aPnYm*{(FrLbh{+){07v9NDKZDG(!?J*u~0!_x_{edZ>-
zUGX@wJ<BO=PV0s(Df39kT-!NSOkA-39$w3mf+gnzWOJH$Jjq=&Nhc+BDw#H9zKfyK
zVv6A?A2ehbeqso`k$KC2;(r@fJlCxV^RhdOR{dKsW0cdRCwpH5;|tHTV6@xZ>AcCI
zzRimstBb)!4i?+Xpln5BY1y8XbU$fKVe<upx`Bi$Yc9*Tp)0!J9^S`GUf{+K5Xo}j
zCXD2Vv0u(hPVQ>>v%u^-E&jD&ckGh)-}4+1Zt7w%0fI9Rdf;c~C1hXy{iR9DYa-kD
z(gp~BD}0*e!7cffs=DY!7Tg0&uLTsl>s@bW*f|9otzZ<BVo@w)XsIbISV~Mc^bEUG
zvE(&=!aN5+fD3`;y?fm{v!GCLzCH+&aOPNK!UGqi<3-`M3x#x>beXUkMt{!XIK*J(
z)nQeGxF1?HekZta&m;1r=*c6cY4;A`w8V3mV?)Owz@?kTxziYhmnx>|iBD+Q>N~N(
znsNVKUy(8Seni6|xA|v!zs~FJliu?JX;LNeX1U21`vs0^U-dBOFaJ`Ny(w4#EN|xo
zAE#pDp8g!x1$qXe6q-AN=&Ks{pRzj1&GLbwL6`C*;F=+l2s8lm3QSf}zKUO`dkq|+
z{J%5A>hRNCfIa~@<bs@jXbu6l4IJ$AIO#S=V5o_vXcdy0A8^ksB*x$yWNSF{b*&ad
zu*xi!Sn*%Fzj<BP=CysqWbF{?-OI?<*VL4S-V22#+>>b630=>T0arD|BaUiRTVYb-
zC&`XHuo1w;pthmIZ7J%%c!N^b-0AU62yt{|hce?(;lPlMl8{RThK=P381l>iih-z5
z(p*6P@ZPh^(Bol<zU$4^aF?MR4TMUEc!7#-_hGZd#H+_^*9)nqiKx2<D-+|w856(l
zU7Z>eLAW;23_bXDzCgtPQfREh<-ur_pjMabm)zkVI=`x(n_7@W0wkn6wWCU_aY4Qs
z@()|7%a%Y&C7FVOPZ%x+zDpMM?p9C4Obz^EDbz&0^=LU~L%n_k=8!6F)oGFS1&VJv
z(<Zq@%f`MRgx9r3d^HjOVM}7|K$?-FBSCz7za;>_BSig?&yGL5-k$k0v42-D(rmQE
z>I=+cfY*Bj`s+2ZPydwPr?w>RpZ$v;`gS$Wo8rK?luPq{`_X-mKQ0yi;i!>|ta1_8
znPIgp9kW$UsjdO%j;%j&@hpN9lK1#qJ-ajNZ45D4T)JV@ZPgzP^EmBP5la_1x<ojs
zco@iDh}R#64g_Rd$S7`r)5ABIY!d!a#8@xSi<#y8#y_S38%CDXgk!ac-BJujKuwBh
zJ)sQ0(DiA05uNWsvGZoh#<Gy&7VFymcjag|P;~CS4kp7OYOk4Mn_kUuAXgjOnW`A)
z7uct4lyY1;)1PrlmC}VW6K-Of(m@34+^)BWRJz9c(F+b?Q(bCY22%__wv+Z%eczBC
zlBKkJk!JW+ERAu&8$2I5nDur@An>R;R&PN2U#qtRSiNh6d~CihSet&-JNEhVk>utQ
zl*5=o@-QpSb;qelIR>G57a4!nJ3m6-4HtvQ+MGJ>we6~IF4gApn7-%5-~#fwyd%f_
z!MURMInl&M9FdA~dfc@Qrpl>~*!zgT1M|;#ifOA8{OTq=xh{`ANI*-e5C2K=8InGN
zMypY#x`l3{2ZN&#6h@w$K&hnfhoFT94Rmmj9Sd17F|2Xc>S*@(L~J>>>n2D}tfb^m
zm<X~Oxe$XnQY*GV|D2(FGSw49Qht5j5-I^wKZ!<Tga_V}TkiC8(gj-$SvesrO?TWr
z>VC#h;}2AkH#xc2(Qk6?u1KBg#rD5V3+*4z0<1k9(6!dbcx8I|iT^^7khlN<ozj=`
z-t-L2C|zhlEHU694{Wyupg*Sj=+}W)OA<W<ZS8Lmyrll1`(|GYuvk*-i|Q>SX{F*|
z^!hIr!nwnXzZ>7H0^<_Hd;<_x9D=9MD4||w&Ytcklck5wP{Wed_B#@+#LEQ$Rv#E(
z13?OJpmVPnZLHe#5S$`5b7RLB`3}a#vtY!??6o7z2b}ghfCv4ctHg@8Cx?YvfPZlE
z<6h*sC2_=3OASu{jia*qA%bVHTwK;^3>bKnS7aR5J`^=8M479I4aJ+}m^gARv|+sF
zTvl1s|DB7bkd!Q@W@1z~jf_bN*;<gu0gk`<PoEkqW3J_m&H)E-&L25I7C@M5jJm>O
zFQ86PQVeu<Cw-RcyC12MVL`$B*6XICNhEO@y*k1=aYJNxfwTSxHQK0tnZTUvGjl*$
zn^Vp8C-L{uNfIW*_lXap!er%(jQu`lxm_Zq6-%Hb<+`o+KJ_qtsk2`24-mQ4X$e2P
z$(uQm+-$&YXMg^>S3|L5`HkY##h=7rm{}Y<3&&jtP0Y(%#A)42aJAnO7_<OF0}i`I
zo&1IcUi?lX&4yx_Dfeit9bSQ9935mpXt$vQ9t@JNJZg#L<avU?M|Rf7O@jFQ;DtA7
z(rNv_iHjmo{hLRxE<~NpskXgMu=+2gq)JXiOUEbe$Dr2jYB?ujpsU}SP`Wmth=tW=
z>F$|-ym+_poPua5Cp?aHKA}PDd4irPYk_4tkMWk&YyjA!7wn7K>7_6M6bjz%ps#te
zvARFm2X^RMIpIgEViPFClH}!f&(8Z}(?z#SU$AwJ;(()l#nXO{ZRR68vC6mat4bDz
zgtQndumFJy{lJcz`Uei66t~5|?hisbXSHVqw_vr{toQZz?-Duf9^!WHyoWYHz-zi6
znfx(}P0ZqFa7+APNI-d<CfS0wKi`cYa6b_3JL`!z_}gGrU5u|M=t2G^)O(i0aWUjZ
z)y6h>-;`}MjR2GA@~~J(6cm;N%v||8{$_n|5umnWU0Vlav-@Y$6y;rj6?e7t0^8iS
zYpZYd1&F!#Sw!{5ngArU?CH`t;a*{O6wxFq*Isgqx*}(86%RhT4813<LWzP|AeR!S
zYI(laj^E19_#bN<&@mj6Km|DIxAY6@qLccjC<sPs902z6zt)y&3fIVNM9+4FwMwcf
z4p%kZcnXKBCDo0mw1=vCC(u}nsDp94&Yo?K2U$99=UY~ExIkb68~Iq{!nTC5eN5>4
zD4M5~qgpy$Jb%cBH&dgm(dbK9>QYI{W$p#U>rY&dT2%w2OLGqIL=Mrhf;o<B0jipv
zyg)QCjjET0kbng*UzWVS76t?p!wE@Eg|DZd#o{T5)~vQ>icfU7l*JsqS5pROKPfMH
zyWyA8CFh|*aIdz6e4OOe)~CI1{D5sJL&?J6DDf{<ar}If*qLTVdP|Cd;Ba(f<@GK<
zczC9g>w`!I?zy?t|6X}Y3MdELRvA%%O4d=>M#Ua9$B3^uStVxpX{aW!usvui`+Kj!
z1g)T*_w{Bn4uaxKw|k2n9|VcB80o(Lnt!%Ga3iUF47mOUNrw;hJ17U~<f9>yzgEyj
zu7vq?Uc_u(<KgrmV5UJVa(+g2;FiuWae6l2Xd0}L|C;a*)NDi@eh4tDrk&rpNn>IR
zNMtx^NRj0?Qa>vVEo({%PfO~b>S#Ixv5CZ4j>iMy*Z3q4$|D-4?j9ht|B2aqzbpSu
z$(xAyK%jZ-u9n08!TqrQF6sm>d)jh{ZY<KRhW~liU`kQ{E;iNip}5k6lS+>xk0v2p
zm%ezZIlQk<6l9HXz0Su4$}hcLTZ(2lYZ=)H=@OX}sNbg5X9G7`XFiuLoKz+4C+H}O
zdg%?cL70wV@mFT0C0~3$x^=EdZ|~kJnk-i;)zH+8)}mH$Erh+G`B=@Z@w#tsi)hzh
z64LrjR`;qWpiAf?w$|V>%PxJ0bc@LEEP$4PE?!TApzd_@GrYnfIJ3)0Bma1g@oy<@
zEgOy=rdDWrK)=fQTK`629;w1-s%f@m%RUiI1;X&uOi`)*xv<mmuiB^udrQBwn(`}x
zi64|To8d`7YX=+L=k#IKqS8_<$@CVB4>IkBrBC4LCSEiwn@4a8o$L@1%?T0!%<R6b
zm#6?22eB4thIrZ~0KW<`VhDg$@^1vA5|%-eE5Ahimj*xa8=wh_qp?BgbV%kVQSv0F
zXPksiPDa9Lv2t3^o8sHdtNviMF;h&fVQ}2-A>4TCX8u;Bc<LjAMXvumfbDj7)|)~#
zeF4QX#WNJ9pT2!6fqmHw3=h9bN|7{j(xWY=DyPee`*5e4Gkid|`5ag9W<Rg-rP{L7
z*<khVF-#VCIdVZsU~5stk3;|@HHYvlpL3X&cA%32-qZHcafFvX5UKnxttU5KY!U5>
z&BK#Ghs!Zw)V!n#Fh`s05O-O#Ry&weYU?j`{mw{C*_B!A@J`#`$J7z<jX=*z-(6|e
z4(uI?iX?$4+feB4NOr9`*;;`0G-)Ry*0tfwD{1N#Zmg%?sbNK3nCoL@gv;wcH&G)a
zB9%gOW!^YQASTXf{*4JzuhpN_oA%hV3N1A%_xoW*)=PICgrb6mI;YG@t@Iqg5BD7{
zb<BYn#^BRFp5_S3cP1}b*#vr#s^DQlu1ZVMj^g?r`Oe7#7u!4%h!~%C0fve`SSZxH
zFozMr<)Xe%<^7!JlhiKWTK`e2(RdWckN_Fi+By$Fx&eF`O_ZrV>MiR=a%8}(zvd)1
z^~Y3H@8IIhc+2N5vK&yP|D4xb`T%6-z3vPT5Cn0)$~Nzm#g3<${1*fp*$jd=Ab7~-
z!e>OEn3*<GGs3%It0iXp4JoWR3<eL;-{aY#c7qhTKH0K}%Qt4>rJMyyQ?4HbB*aZh
zR7mBREjja7*Yl!Fjn|-bB>Zqj7jbrH1tu^6n`k(X^Tq<SqZ&y-JNl+cg!i^5HuHBh
zjAxnF?Dac*w6N4oW1aKQRpcpK!})U80``|G4-rT@O|rf3=q|0W+!?nI_i<XWF|1s;
zHeLiwg&~fEOpezHH*4j1QmZqT?A9yw(ca7#Mknwm)3VnG2M+EM5Vlqvx@YA6i+3rQ
z^Sk-^+KE^}+lI9gjPSTz-_Scc8Aj(eigss-iTAq^O~2`(K+w_EEH^MEM@EV&ai|zg
zWN0E(FpLi6OjU6bq82L|%q=FMl*FL0;mwK9qL02>W<=X7<US{x<5;NJ7CAOn=H9|<
z58Ms=Ebv2TWEvXsFxa2Hp^INx$^;Lw{6gzbizKB*l1egOETokD@7k+1ke8o(Qnz=#
z;x_L%AwdCG=60S<Obcn}=JPPH|LMqavpAMk9H${a9_fF?zo^#x8I63*s3TntRCd13
z`E*DCVX*aakLcH%D^`cheoXgMkDSPv9SoI{s|OK<Qq(y-6}+hH`ajc)c>7lMP(pb`
zcXvZsF-f|*NYslyF8<K!Cpb6+#qT9-mf`df#Y;eNW_<tfH!B~%GEf!%7(gOmk3#t3
zBI*;8t+J8;jN+M?MS0-cQ*VS=aCYwJUv&7D`x9qXms%xM(;$Cb&lgxPs}2uDVVV^5
zq29Z}w5|oN$yb8G;jy>mQ`|~P9VV0`xCNxYzoJnKa7o<s#${^N_V-PIYcD-q%Pm-I
zv7R~pTs;C#GEW)Ghv`i|bOd(3=SW)Ig=*Ec?aZ~v^tvGhlifEn{-+T6X3v5z*DIL#
z(oZ|C9g;`KJFtx(L&3*!lHMv}gqqL9Sj7o#r=<g-%Ij5vsvSrzP*<z1s1Tsu(s;ke
z)*L3O<7uXyUb%t09zkO@V!KN!2~&PX4AjCry-G`K%KP?VjUC|NJ=_3<XPF~4FD_V>
z^EEtRZzTO^jt44;Wx$L8b&?7YxZr6q#DVQcua>|rD`A7@E{^gpFxUFKi;B^(Qheuc
z%lW%YJ#vA!6W3;EO<bmF3w8n@M`k<k7tFHa$%bb@<l&fD`!ghvm3{Yvj0z&LD>bUX
zdQ(rv_WbgT3f*gb<g$e*R<GptWqz4cW|(x4bUD=_?2P_uj#u!QinT5i(S~)-<d;uJ
z71Q5nG}UGLqZ5DH(n%Okjjzm<Ge{xSyKEQP=6)E`&lFKQ8B6Dq>CuO?P%uT4)|s;|
z3G~f7ax{BAbE{%sY~iyv6>=PEXlo8UkD#d~?;EHMOa8cm_5+!tLSNy8$E*Ft)S7{j
z7q`_#^4-mPtR!10=c}}+UHuH#*7jO6Px|}m4$gLZx|!)@#Om@xzwS>a-<cI#ZlEV{
zoZ_1a;bE{PR&{KTsh^G%FF=zVmm#HR4yc=hU?3&d63U+cB5G`G*Vmr!<V+gU(H2pI
z**w&3(8u9S_eBMSuH05M{a7MGg^#WsDe->!1M1b=r7dHm)25vrQrYD_u(Dd6L-{RY
zHuMJxkjE<RaPiCU8Iw9YQ33qsZSCOF5Oy)(fJuSh(>EXUt7?3A%OcVMP=frm+n}lf
zj(p%WSp!mTy{iRFy1yJhNoux&y<~*kZj{HUP@+XR0!uNBi`-pFO;;9K%k2RA!r|;x
zR#3`~`?6r&>q*}?Y);Cg1lkL9;^P=?@ME9NTelYp&Vw<nA-UGZ3Urt@Tu}Mw4rliB
zw3c#{=f``Bv3L>%5Zr(ZiR-U2a(O?Tw8zoJknrYvc0ko6KxJ2w%>OXtP}1m$HKF3S
zGx0OaUX&Ga#zvf9=Y$sL0y&(+NGepWp-Wpc#kFv1sZP|Z*D8jK0SMs7mz<2Kz+rHH
zO6WphLB%UQcC<4NxSHaC7K)Yq+cXanuw7^;$l}g%D~sKgx3GeHNl9VRsbf@`X@0>h
z&^#QdHdDq&2sem|5V5MJ(br~(qdXcEVH1|a{_*Yu_682|@<JXE4Xh$rFJ4(bIVQdG
z{hj5sCUM5E2biYxB1X(-B=j5s%YZdJ_&LK^7jvcM2oI~(XR{AXuK<nZ&^c5HHjyM-
ztyoI_tHDDi+!s4qu~I_M3QV?@P)@@22)yDlOJ_xV4EWmz;Kn3S!DNg6bZtM9$W9yi
zi+}t};2ru)XYchh?wx7yoeZ`ChvZAfW3bLY2URB%a4P=u85RKwgCjs!yWRAaoUCsh
z$_)kR6OOCgx3p^9%$o%lKE|R`RE(p4)rQ|}C!A`!SUL{Fuh)fxO>VDv**d%rZEXpa
z?|-aJ_IN!dt&28?hg~PXKfgJ;g(RypUQsoi)0vO{0UN_IwbaDV0)VCPy18U4x!yqg
zTNb*d5PFZE475495gZBiR($>>F{oWioRJuChISW)?{fHv4?I_#5~9Dmiwf-Bxhd&C
z4G+ntRzdDK5Y>wUb%4&gNE7!nth+>DxK<@)HBCgmse7MkVeX8jgccQ6&Wj)?#-EKS
zJSL*fp2S*?!{bx@8#f=9PgeBT#X4~kLI6h~MY=KuW?sTb)v7vshJRg28bi!>y+zCv
zP!I+q8Ab!wfwQSJbak+_jZ`uBcX`Yx2Y$0dUi4N`iCh25C!lUkz(%qopH5{-ARZm!
zm)a@HFRpGc0zxl1m!GFD04GrhleU0MNJIxIvv+{)sS9<tf?JObJWY~o(CGJJrXh+}
zmb9{08K4Q59F`<X$mP(6fPQgkWC#DW@+b;i358BH2=Ly|Ud)d=)<FcHkByQ#ufS3@
zrQh&wHmXl%<Nv>5K?;}L6k@OdIpBWUtrOLx(OtNj;g#mNSZ2So9UFpq*|-C(QTQRC
z5ohHBwKK;?p48n=Am?cIDRk!y(J?sKW_(?-YnPMjt|ez~)oS_cD$wEno@lSoy!G3J
zqQ=n`H}T|p`iKpP5lBk)r(^~Vu(@<uHbnp0SY=<TTo+R)rS&)?36=^)lfpPE`nLPt
z+{)Xe6X9x+uVf|1R&A||YI<@lH7*CCNKlN2tR5IgA^eV#NrY|N8j<ZODhO){>KG3B
z)q{6{V)mo6od?<Oq~kpBqy52X6BKN#BMgH!EY~G0x2(U$gr@=1yf%STIz8WJ=H7<e
zrZB_AjC<CZ+xwa~f#YUDYSn3Fc$PvMpV|d&wc1p>25Ur%#<D;%4&xyMB-9)Fy#0b0
z8v@jpj8YmS<>o2?ngm2RdGD^jyZOKsDdoxEC`p&|g-3pzg+9S&5}CJ^GJLDo&~1Rg
zg5MJ}nZNCa6-Nu|1k9W%LB!p>*pildG$a0qLH(}+1J%L+-bB;HBj+uQT5SF+-k5A^
zn9fn;&Qa)29uVMX)+q9a2|$_?h!3MEX;jN|S>&EOFAFNLcS(33JBw=OJL+<=ydnn?
z&2^}&yWiaz=dW``5Rz=C{Qe1v=iYiChy11bAS~miVHFLMl$>+CNGwWrGgI@KW%0|v
zn$Tr&u@hYyZt4!0y)-3GGXcLZ20FT4WQ?ql_0o^-b3>=bhu)KW#>bXV%?LpSF2zWV
zYyx~oWmRP$3tsR`rms^N51yz5vHYB)PEd#RC0$jHA0G_iWWf`gJsJACel##sE8|PI
zPleg_%pXoQGPmz_+~p&JE^wwM#QfX}Wdw>STP+Uw6ZAGHkf7<(VY%Ks21N{FOZ)vp
z%~tlVw}n}g7|Zq*?ZoCAtq`R3Ll$3kary7p<mL!B;GN%JH8m75roC&S2V*k2?i|aH
zUPepds_Z_rtd}$pl1#hlekx#N2%FXhB#vh|xTCztSgeJ;a|nQlqKdt^_O#i)Lw>qJ
zbt8J?c$r#o0)}#{sPMApma<P~)=QnJ_z!me<!jL<6i}`b0y<}WFu$qNK$T>xI{J{5
zO+lT+k|HBn1WHYW_mT~D=zH`1wQL9cn~GQ0cqvhfyEq+<(rNr-#0%s=e}JHMlLUK)
zI5amCF0MjNE%QL}=WQ11mG=BWG+hFaQ4QxSFadnbgl#p&Ot{td2>i+Na7xtPm-5m=
zC7b&pb~7<u`NW{|1{3_buEzBBIWFpqmagR@V!Dtf;ZHAA)a0mrpTSm5B<Vh1KKC}c
zwL@c9xa9e|ahH}U(N}w3m=SO`A*OMtf=Kb}CUciY8uBxw>Cq%=Cd08@uC+xq$>V`r
ztye>~)Xa#rn@kb+RQg;p$#wWZbqm5s34zd?=P1ylzy!wXkR+5Uj3_F^XW8N>H9w9S
zbvB|Ui%!J|`f`xK#C~&{QdJAs|MS7)20bwCamv^CYG@C~^`*@X<>}5U>GgsMt6iX6
z4r3_ZR17*i5j*47;Bk(!Z%q%xueyaGD8>f5P=(~wes^K@;Ifosa@*sACQzlTs=S&g
z%l+wFit#(7wli#-U#Yp>);f@owbRyres3AyUuyJa9HF-{z=8VSE<{JnqJ91x+_d&0
z^9fI6(rPdcLCm0xN#d$|{UM`3hARHBeI=@)w*0VV?uV!~w;L-Cd)2R>LzA<@rAhwI
z-kP9g_zPW1+Mvs1t)w!Eq9)Ld!;z890w?@OE+tHlM9BNOG+?<fthAD=B$ACmfwy+|
zNZbzf-XOqBW&IS#M_Jl56t3HPGF4@VKVr2&f)@R?`<q!T_fg0sC1mlHyT^}-z8VHV
zH@J0&!YPNsDTBhfjx4qUcQPYf(OT_-z;$X|>lR!E35*nzgG(e!EH4)upIEsSjQl0g
z7%M3lI+(8n5rglLMLcW(Bh33lF$5dC(q;Fx-j<UZ{OIEI;oMStDU>JvqOpx?iR<TH
zlLs+Xv$=xbSn}hlJcJL>TaTA$@!KpK%>?%Yx(dtZdLjJE40wahjT5_%)#&zx@8Xsj
zc&%9*VeDyi+YT?EpoC=%y!zs7eL1iTq{Dh@UY%B}a-Hz2!BVax;om=g!a$;)wt_2e
zbr-WwsV^{aMp9zI<lPNk^sZ7n8_{ld;;PDX_<4g+qW)d-iX>l?FbQdh5WyyU-S@F{
zIJonbz46%V(iXNecE{Zg3aMwu|Iptsa#j_?6}X_6-B~F%l_Ieo1kROw#poU~VJX*#
z{xu$aW2fH(lzE^8y>cLaG82ZY6YNW_*;rp%K@F7l!6AcUzhP}^nR7khDq^rc+M@dh
z<S77S!ke(dB<H}wt{eOH^TF~5ttszXVmVhDdY?M1)at7(vpM1oq&yq<V|r{63^75J
z8cW~)xt+!_NQYrJ1TRi7es1Su9@6qZ6OW|1)eyGMh`SyyBo&RwWU+B!W;js&F7V+t
zSQ>XwEK($gF=PbMh3fO0QPQP>-MJwfWROMTX|PbGsN!j;!EGwpmNSevLt|^^WZf_=
zl^a3_`*KdY=fYitLmnON6v(RhUlp4xK*S2n{Nxz`vKxlz5x6iJEPtG+>jfv1&e=f0
zNxNoej8`ixbmr0zY5@nBMEvA0`6N5`Jq}l&`b5z_l|wznoCWLn`d%mxi=ts~wnsMl
z-V#wk6?_Jlt_OqW??9ICbb_HOt&_i&B8p~JS2KtFhSLW@C7yBgnaxqrN`;1DTt4P%
z9Kj_D3mhj{=o6ZFb|XAl7DS=a*X~m==SeW;?1S~MIGmo~AO<B2Kee0~9ka|me6=!Y
zVkt+%kuYMCE(75+?6SItKXcf3)FX%G-$JQ2mSbgotV9&i)EPA$;dyzJgXA}eH88SQ
z&6f)mRYGq#P^W4?J3Nhm2p2aW;+3NzdX`k1>m%NJuxkW?9lr_}SwFez=6_D!Uo+R?
z;9+sN;>L;YPmK|PRo!@7Tnoz$?V5t1TJ>aEp3Y)744wZ5fD&<VzZ++Jvsk5S90h-x
zJKGGri?Q)rxV4WF5GD%~W$`m%2^A%AhJ~ud;=7Up%~3$;Hb5}m<p<yn+Y?=!!PHc>
zHE9IBJw-EJWeeR!GlE~_*U3j&r;b#oj#Z~{KQTR@u3k6GJx!{j#mzHwwo(Y2XgIkz
z8`+pr#>$x8N$!&?Mj~=gZ*oO<@E}DZy4UQe1}Oz!)8W%uo)+m?g^*5?WSpzZJxJ~=
zY0ej8z8l3$teprAZTBQ1S8ks!<2TK$WYxoz*31Qazcg%JncrvI+d%GlytVzX$@WD_
zP`3lgg)z;9ydTK;N~BbS@&ns`f6V#ySbwvBDnsRjs~N#F=5#<Jnjcm>&UxcPmMT64
z$6+GHh00mOKDv3v+~H5|bn&c^jgTVI7#*rhnqJA|dK+%K(RP+YZawsw03RZMrr%7q
z(A#vO0iAva6Wae?!-PV<FrAOxtB?EDyP>~V_!9r5U5@Q)+h2a26jA?~<zs8$2G%RP
zxJ4W*ckx6HyLKgRe<RL}Rt%{_m4_E|R@yx=xFB4hls^Ium&0<fzF7RSzhd4KEp_{L
z4M7r4v(^fpggF23s+CJa#>)z;UZSf;mN(q4Qz*XSQM_2%VDM~?>>hB)xf!i(uFX34
zCDw<(_fyeQ9Tbo@t+sveC~_L*SQFfOIx=9VnXegm0}bQ_g$Q5`6m|&oSE|B8>MuC4
z2m2w2VXF_4DG9S-0kbW7U*bba9U@g8q*)LoR~$T1lqh#nSW^Tn+X3DqExTzEy9MEL
zMUY&QL|&7IuW58)DWxX<2N%T@J?uvzqh}JTrlfoDkw>O`-}}(XpggFi7g>Wd8w>-%
zm)mvVOW_n-l}pMQb@f|{ycM?G9|x)I&mRFidoC`A?Og#lZ?IuiP792u%bdaF4;z+b
z3}Hi75knRb1aLb~XfMJUCte#V)@v7Q&FlQqel#)Ea_p7MQeSWE_3{~i`6T1&lS>!g
zhwE7yEhFMZQQjX{sOBxE8h`rP&j*CJ1Jz37TWD1<CU8!)W7%<8_AVtETL_3)7$WK?
z*>jyH2TV2lBroJk(IIP0G^c+U?FWgVwz;2j`n(4;&MF5ll$CbDGZO~$?MZy1XpcLX
zU+n2{L|=*&%)T>$_qls>wJ&t#_15ng_iOhoRc!1)AsF>nr88KmB1-Mq|7O-f@Pa@b
zk#|tPD+$rdQbsE_oWu8UJAm!{vSoSEYvReAi%Z|bRRET>@_o-n16)M2TUXoUNteGa
zt2L<Mb2-ilQHBp8Zb-?Qm11Kjk(KMbaE{hmlZqlrEJ83!rc>|doj~(3$gE!Q4-*o?
z?BL%_Igja@pM@~CV#K$ig15qgW4CIt!IsOh=H^t4W*ZQT^z=zHt|t?YRrW_UGUM(X
z$5qi-^X}DUsJf}q56|(sp5V)y?5h#^yk{;{@)V5@qVJY&may3P8!*L7xvZY&#yS&7
zU~rm0`%nClbNb?HlyAjJ|EP4NqS4w8RnKFkSX&F_akCSw<fcQE{@M@yxOIj+z0CSX
zD$cZ9Wh#PuZ(Ta@8*zV21IbJDS>anzaj^UDbI1&b28NiE?!~~WfE#urldL@as*Azr
zOwXrpDrL-_7rx{~5ysX-aU)x1$bl(NZdk8+?NZ5@Yk#mcQCmMF_?VzcHzPcyl~!*n
zL!Y<Ggl=T1QNx)G*W`ltkA#UExxG+d?3!=-e&&PkC@X=G_{hSZa<d4Tt7XsZdJM9<
zbdg@hEg1Ie0dKW0w89wl^#XIXm6>d1X8x4d(E~V!_%v{#l?w<h8KK30%JH0xj2aZ_
zx{(eVtzGbw16BUU2g;9k!=XDZ74PFCu2t@FY9a*V>jsRr;DJx#zehMzO1}ccenc57
z=^C*20{a-b-1Z}^m5GKPF3$C7!HS>8XBAp=XO$BBNp#=DI%nx2OY-Ds6`Y^99w1O|
z#Zce|P$C%D251u|@&jhF{W-7(`ttEb$c-gU(&5xgFqWEK;qiz!!-BzA4JSO^*xMse
zWBMKLW@OX(+)-tznJ4hfOBaezkYvr(xo|_uc}}V?rfg3I>O2(#5dAku&g%dg$v%=(
z{hE-;fZOs;egBah3?(~dgq9y0H(PXq9sBkkzB$WJ?p{z3ym~O66S}FYX0&=$vDjh^
zg_KAIEd~XxF@+SFhqsRzquWiQu1cRrqKeFp%#KRiMGxMG{zAptg6AI)3vq%deAvv!
zPWA-oNW^QTsK$9rk%-Z~XSYm`?RY^1;^lY^yyOcPtNzz_m`5__UX0U!ME>up+}Vy8
z+~It$MZTQ%bqC*&qK(kd(F;xXc}Q4#nLFpg&xM8(XL;-vt7|~qmR@C9<EJIr;>6N!
zP&e4zJ&Dyf5ang)Sw9i&qikm?jqO&k3{ax<+t;wC!<2Ex$FiPx=6GnGl-W4$d3-80
z(7;M0=0T{pIrqu^6+ex$mI0n(eIc8y3<81!H4skrcbPiM;+l-~L-*Z;1sNZ`7m8$v
z9JVh6OrN8QiYQ7Vg7@`TB!H2~63wPL&CvR!!BVwywU_8;6^00)h@RXb>F|1DHrhFv
zni7;h0V}HmJPO*?$f{SICTaUXTaG`5m^jl`e0DgZX~~I_UO}}uajD&o=bmsSD%g8<
zT3`yEvaq`uIUhhn;tqL~AFsfj^3>tKAh8>Hzpb?1%V4^J{{4Hb&qWva<s#Q`hdp$R
zrzDqGbnA<j6~W6LwjrZ(X?7;g_}f07rMxZ|G~M22g}!HMhOBFsOf{9`6)3;i;X=XX
zfrhIXl(MB=6#wz67JnJIyhq;bEqKtLiD)f3S=?Gq&Kmg5=R8U@1vg9q=Iz=gA#9+5
z)G}f@RPQ0$Gpz#UO6FO1vBlYD`{7^tts!+LVjS)>H$6tu9}#wmMwI_mEg{R3#q|Mm
zyYAAD18jR)$pDn=2%E=KJ6|y9tW|j1Oa!AL;(?>Ato|@{`QD2-HCOsQf`&QF-K)YA
zLs~YWU*?GegU7chVyGMEqzD|kB1@!iJY~XA?YhWOil9lx2iEiT8V|LTqUpAO4_8qk
z!R}0(p;e8~7mh)qXqlOYG7S%1tDg~AjZGUWmZIAbtzsK1z`mdDSZcUuN=y;TKo@sN
z`IZP+y6nDdxV=y3eP)fd#JPiFx9&H?P{ZodNr6_bCj9Nsi(?~RR98|)B9dD2e`xy3
zptzc*?Zw^Qo#0Mzm*DOMSS%0-?(XjH9)f#tcMI<B!7XU8e24pazpAO_6#sV5Om|<>
zJuXCt$_7IrbIkZenIoPPjYNy!sotDrAA7jP>KgBTX<z_GT>f!zvP-8!F|&0+#)56{
z<_E&s_k(G<4w)ji+WmXgA{0(~#`zEBWNt?|5p#3TjhkOi2=qFHbE9+NjU(R0PiG4L
zA}<M98`-u_?d#QDKB$9IC(Kx+37H|27S5BwMhw=;yskhMd;U^p#>OHCeQv^!sZ>+h
zufjAu_}}vvO+x!jbZ0X{2OVSE>|d4<vY!`1Zbg%38wcGl4od1?udBvaVdeKdpr0<u
z2@oNXk$j}M_dWYNrqJN}@kz3KL_dkxb~r)oQ7O4gU_4?W1arKRI*m4DHLQl>r2Z~y
zDMVMgga+U)$A54);4EnPgGct$0^iG;$QyC2Y8g%{_g3JP_Z=4RZQX196ni@<=(A~(
z`{kBM4*<ugQZvcTxV}!;I-yu0MyuE}^>EbMRRp<=hw9#i6w>w0@%isKEulMjK!7Sg
z!y4ogt_q^?7DN8HJI$x3H&m;2t^v|+9FTV165xaLYv`nple{cm+Y8BimPA5F?@3$Q
zVJXa_DK+&KM=C1BH=pE673Lb_foh8|@<-r|#-8tzGpmLXgA9siP?YUDtG500*OciK
z?CF!_X)E9%g-tJpZFwS`Ml$+dad)!OP?7_e>bMGa{(K`G<@r=q#~}IbFJu=vOI~~E
zO$kd;>#<%NuHIAg{&G`0X-wQ@&&9A?k5=t%*LO6`sT<4onTQ`)YSSxQoauM&cWq<N
z9zAU_P8MpHO;e8@5TALS2rQI8_k=WP17ZB1F9&CPoKP3iZ^603CXZSlbc3|w)z!Mq
zy2{~3X=W?e#X?sL=0#g0q!_WF?QQhW%u5ie!F?vuzI#eQyfc}>XUT1iOtQ-vEaucs
z_?7;oscjT8Ot@(3Wy7xV>kL<iBZmcNSx#49sqv@!DbjVDH}FoBcW<Y%W{1OG)C6+>
z_9a<*d*Yeh5NoH(VY@@adB(%bK#@C}YpUQYy1fbq9L~H>(je!yBY;#=mcd_j(8A`Z
z%$?zAXOX4?-=;fioc0g;AFD*XGk`RW@n4!2z3<)efKa?N?CJiuH^rXFPhva9xjWZ=
z$1eC<7Ic$KOL{~+aBccw+VMp13EM<00RaxRdiY1xfeImVeAXYfmDQl__}jJ<Z^lS6
zJO5c;uevC@Nc*je{;Ss0V;I%S?4Zf=fRD;ZDGQJ{LoxBExJ&Z)hWGCP+53;+OQ%Hq
zDOc&!{HLB`Utd*h3}P3P`YOC65+9k+5>B3MB`BA#5c^t4CW7@r8qLn<Zhz}xNtuF;
z2`pV0EE^Fm8y)FI7wGfn=o=ulVpifwrx@mr$(K&a=PbYY=xiqmKH1$Do}V#08(L0{
z{T@@a3jabQoujngwUD!LI%mcXeh4736l{T7BjOS39I5=%kBRVU=4D6oJ$;k;+9Txt
z3UTH@T_gHvyj8HV{45C-DR*JG)|Tu;OB%Ij<-|Cd+rnm1W%Jr}x9rz~@r-sZ{Wo(^
zasE%M_fgw=$mBT5QP*nDotudctkl6rY+X${M$Q6fb?$HNO;alwfR$?Z%nQ%{PZjNY
z%X(^;5p9z3;pW70w;kul1zf0J^2FZl%FDE`Tq<U;O;&e47VAN8=t^(5TuL3Dggf(a
z)bd>fWPjI<&t8v6>F`=b9ViOP$$6Kfg13-B)2USfv(68R<e>DHm6-dy99S}C@vqY+
zbBB3>bxb0se7<&IPtd@$hQ9zr_i&s9>)D`1*R3p&8KnNh(U2<#AK)Qbyr%=n{=Hh`
zpCx#TpD6NoToFy}ttgY_HsC5?ORcvp$L@&;2gEWO96wiBBi8=g_N+9}hS$vH>JY7-
zE9o9yTM4^H(x#wJ1e+26A!_QWH@<)&2g1O@W>kXH62^@j4Ps?<$YyoWVtG*A55gzz
z6gPt%Ki22y_D&+xLp@Na*uhO$e$%0Gy&bXyb2IzqCcsGhTQWreOGizVn2B-*y6^33
z!$?r7SiKj#C}yD|QK2qglqgnZmapol7GJI|TBYT0UgF1-EuBO<&hWl7jwzO`de{4p
zS9GXDlSG6<)a|$n8Y<8V++8CAH@@`d_M^D(7CqNicReLM|C``rk8mnsDLCGj`uui9
zxJ$5NpJNy$6n8oB)*oZJ-VMe7x(jCsdhpH0kisxH7g9s$i$FU1b~)<VQCY7u21{lu
z`MP))<#}#K8PR(W0o3e;MXgY=5T6$JJfldt1*}!tok-r}MT+YMQ@QD{5VTF<Fd#li
z*&RA})@YUVZuX<_J|;+4)-Z_A9!mW>7wZ#g_f1wWn>B}*iz48ty3d7Llc9^`>=q1r
zcsr-|PMYm5<~hFFx5(@1RlW%OExa}Y&=b=tWV?oCpJnycP>TnfN-t5AS{!aZT~eIg
z2JYz06R!j%Zn)K)7C)3ML_q4+S00Jhc>`@Y2MtU1XYC^L-F08@2)%csrgn<*ya+S-
z>TLmPCvDTNw;gDbNiZyv!WidR{@F<Uj8^^0p_Sz11+w%E=4Nqi5Q-u?w>5aW^ft7T
zdGgbBfWgfd9Vs#YQ!O-U;f~mJ<uSrKNBVs3)K&0GJ%U`)*Uh{e+h+yJ+<2wq5~Xux
z)L7HfR+JrkVg#kwe38I-5$If_^@8Xmhv~y(V}%&Og{-@2LXGM2gK0Y5Qf&XkonG2Q
zvXZefjWSWqv3jMAt}WmE1QlrJL%Z#lvhfz@-wfWl$KViiUF_vQ`8Wq7>R$^|<^8$~
zGfn2tD~6wZh>S<Fx;L-Hu%s}A3|^0aSv*fvR}Le||C!5}Vix$gxm0#?z(1)F%|CM+
zfIV;6>WnoSU5!fHfDuQM9C&UJXOngFues7Da(Ji3o}ju*6&b~g{o;Uqnmdy_HO*W%
zc`2pD+8T)g={IuM(*^SGewKy9A8kc@Gw0cnhK%dShPa)pgx69%{m7Q3u=KT<7Jb4R
zfrbyP6)N8w8s(y3I67@d18gW$d&2CD1_VSr$*SvQL9>r*AB0^%%Dzw6Qq6Q(K<I^!
zL#F(lD)*gBs#rz$=JJn0q8V2#5CKB>Qs)DT!PY2?ekNOi%xy=nUtJ1CQ<<_7dfC0t
zqyE7V4+Hq$V7beSv+1ldY{vN#uFdEZP_3?pXuUjM`h`wv(VKo>EWdi0vADWs6--(X
z^p@kr?_Dv<?SHQhldLR?RK{wp-Ei(nb>OTcfPFwocT?#$5wBzu)P9ai%d+7=asxha
z#1?Ks8EVA2>B2x1MANqB0ro<GyJ)%U-ahfIE6JI@75H<vt(I4T4mIpjIMNb}LC`{c
znEwYl=0wN8J8tsa<?^G244RJkOrGgcm29ig(}x5cgb%0rs^bM<cWMa=>XK0S;NLYR
zrZ|z6qAm<;ZP^v0B&IB%c{c))O7!es)vUFmm~zCTfP%jEc^ma?wH=2)2sZ%?or7mv
z1gQVFTW49-bLRNT3n@jmenN|vE1(Gjtp(OF;0#-*>CZ9O4}~`1WiHqlhP{Tlnr`iE
z=rlBWui$11h5J+E!|$lg;baRrK#=8jMf>|bX>^HG495!T*Z#Aox+neS&n(h@!Ha=x
zyxSio11kYG<5+gP^ylA-H4}_@)Au=&aS^vi<!k7g0(0lP9s)XBxzydF6&?4Ag*LQU
zPgMm8?_VvfNn(+_M#bV3DPCtY5mcdOG%0f!^hDW#PPL|wzg?*=?jXcnbC{{pB))zu
zfzodk>n`1c08u9iW^UQ_u8DY~nZBy!eGQQdfFkokR_=6$$9?WpoB?)yLY=Xs!E9F%
z3ti}HR}1MvA)QI>F>G6$Q6OFTG|s;9d-fROcVpy3G}HbM;~!s~^{0vag$p09=hR(j
z#93~$#%j7KA6_)Lt7S5A7_6z#*S6jJwDp&Mwb~UDl*~XA+i{C6{I~cJoW2JYu(s3t
zEW#Jk00b|~awTOumA$&xM$6>}+#iYJr8h_va}y#gP894lWK<=r6ua>p>`#A8u+P^J
zRv=%ALa5P(V_2edy93<WqJexMlNeT-EWxFZ4nM%o&l|cEpxUxd8oZ|pqSSDt(cplY
z=b+JWlv<?I$oLFfC58ecNyiIoRg7FdPgBE0HmJW?Xy(N{4@)Ac3QdMuQer>@2|*26
z=I@f*PePSeG7d4@Sn0U|rAxySNqO<}VfO`2EiK?;%||y5F9kRMI)cQ~+Z*nrxyp#m
ziQpF6;kp0g&m5b<tMg+ib>wlAiB#_8+HTUu_N6H={%1qz7qM&+Cjx*U*zL=}g@&3V
zgHD!%aTRLP)RS?s$E&=DYnVP0gQEtbEKl{%VmWjc6Eiw5how+O?qkeglPJ>3C}#9s
z2YW*9KM!1@#@Pa#7o=H0&ku{U;f3VoU2dh`H>IHh6H_UEeQVYRi&v4X@DKKX*Ilx`
zPnjn3tVa1KtG7M}^?$nGxwaq;8l{ABpq!$*xKV^_BCX+)Wrm{K%V*0{@2!GCOuDWP
zs3M1N*>uLTdp&K(Kf+hAd(O2Wy!wTgE9pBrtA7n7mr_&Y1cYOz#4#<9OYbgTOq-Xq
z{ppqxIcc=$54HS@Ipv<F0+YoXx_E>CIQlX6i-9R4AEXNek?Q7kalfhQ%0mr}6l47$
z?0MTY&3`?cXO6PN69T;V8+kiVgZiNFDTh<uPw0k^F^7lWG(_fw0^R()DJ$T<3vGqJ
z!Yvt}RyR)L;fbXf*)Og9j-o(>1StCLZ>=z@=sol}bnDGnL-T#<?$oFcE&6TIN_|2X
zL;FY6(oe%|9D<=>u4om?NPEG|E+zOEgEvjliUsniZ^6110SSBHMJwaQui(Y6sw&xW
zt3vv!wFQvTbl-=5{(xKrqZhJy4f254h<Oa!GgZgO7*f!FGHWss_BYBm+wW)~v1Hr!
znw7^8kTdg^ujxe%1qsYNKB6X9>FO<o(F=!ZXVSVh;p_>`1>k*1EASi!IH-!@)g12l
zt$vf7nSyKQ#k<u5t*g=F?z|Nfg~lc;$^OkMm9jKe%iO7cWEn|S$*mlSY(<zx8y^08
z(&mi2<+=jMb~l@WJ)=i#jnKi)C2A9d+s!jYH}Q1hoL`>n$##j-hZmJn3#nFg^K*X9
zDs0hCA6Rzw^%YxO>$o@SqYre>mKzAdV$X(6!(7c#kO4Iup<9Gxd1#$9e3Ss{qYkcI
zgDj%$4byCVsE2QNAzk6CBb@JD&1K<DCYNKHF~J%CPm-yw7i_umNW43*5p0K8Dh}Ez
zD3#wU1@sICxBrk-jnJz^e95{X=o|DM?1{>A*AsBk)ydoc)8-a_K@EN%4?3NwYFS;6
zw4SIsIzGv}6Dr0TTyC;vsND#DDICOkse#>Setxe>B;@B@00C}jXH=PVpv3RgL&qY!
z3tI}KS)bqGW%=3CI@g!8s<M8sr}u8T)`$70)L;|~nGTZ}I{Ga%`zE`8E~oZ(#uYh!
zBvm#vF{wy43r}CfQ6)G9?+}%?Bpt;wSv#$uvL4zn4{x-^|C;>+t@H=<G0Wg?^c-oJ
z3SG3U6;OpNTEz;vj}3caehVn%K#EQ0hI~$5S4*kb)6z#{gN2nPr!^3OpL-`ES>e(@
z@T|+`8P3+*2>`mO(D+}IGp<dmLTt-4unTMe6@gFCz?5E_US+Np)#aI|(8`*-#iPD6
zkbK+ql!PlM`NW`I;JJacrjkXzd1SS=^}YZOhLIp%fq%pDX&Y1caS-8i=VE}Qw2DY$
zxXn9MaRMJE;?}iFf1W*BAI~{zpUKj!86V}-Sges%B&Y~!T+ZB#`;bGL?RzNk9u@fQ
z6j=?`%TnCWA`F0>Le_M-BFNal8cB&6AX+}O7?i#SMIl_ol5JdH5|=UIq(s*4)BtDq
zZ(C?x(2vn)>v!kfJ8z-dSm!v?4Fw8U;zuV<;OInjBK=8olg2qgP3^Jn@eCQNwq~rW
z9~hG-1T9tGl>xc(ziRWsHUFy3r)ASo9`PG%<F3*t)-M-<QpGUG-_Dyt6{D<%ldPXE
zk#~pv{t*Iz1X6VDJMq(zu=nqZJW*c<SMofCKbC*D8Dh!2$Rx_XN+9>=`#RCzlYEXl
zVde(R7aLB0L7;&m2X|V*<LGiPg|-&y&-kQ-K_bMGyrfdR7!q_imC~51@JPhMI;jCd
zTcLlri|H!pq-A9xxOVWdS;+qU)T29a9BBl)-PR&0;*hiqA>2NZVfMmPUh@j}vU%6h
z1p=n!IJ65<_*^i4u06g|99hEAOH>^PL9{0}_DX^gSl;N+!q>nu$djNx95^`LUUUW=
z(+)REi(NL1Bk~po&1dCabn1<gs=-BmlqB;{#GALK3{{Ay_uqO#U++pwYa|5|M92T0
z@_GT3l#e||l9KXMEAg<&O>E4vpC!+|a2-)Gjue{r8eV-OL<AjtdWR=eZvchl9>Q%f
zX3L^bq!ZFloHaK~9>gfT=5U1gNk<?wNCB7X@@EO`WL%jE+0u_m*py@SWlmU=Ys+!3
zN%&CBy0159vhj1}`gV<)^aRA6^}gG9jGZRd4P+!SMpb0S7L@>^g5slBdf2+93``R)
z-2`nd!2wT@frR^W*k!>%koB>T-^M-RI}csw>vdijr_4S@EiR!p8q;SP+H`xdq0A9u
z)E#ucG$|@WUBGdy;&)4rFMp0bQmyvRTQ$x@g>2#V#H2Q94BgWLS4Y>=K7&NX5`;*W
zZ8sVbXbwW+)}0Fn2`|V7yI=cHEj=G7f$ZJS#(Q-}+Ht#<C#mY;+Cz#UHFNvhqvPM@
zhaDvtaz~i39289e$&*C#REDe?)|P&Km-)6)&0xwd>SSAn*X@x7cI;ceS6WF+b7zNB
zCWbTf3a6OrE=PMNr{WY^&G9E|rxaFpK+_yZ(Xr5{bLz-T7UJ_eKvb_mIiX^Mfuf=a
zkuZr6u?iAH89KtA7<sr)PaC0l5V}<<48Onc0I83iJ>pswj&>*~UB)0Tj-O5V_Xwdw
z8+y^G|BE;gBI5Z7YduAGPi)|ABgsAFX?CwIWv-0!LYsRVjA{Q$Rhku#mhr=$K<(kS
zl17!j_m^WafPO79=(iMDi@bNTfp3Efr@=~x_uPqu-G+Bh7~x&0oUxj2@$=$ux8$n%
z{3$p?i-CM+4}q7}P<o!;yp>u1#JIFv!EWw0KMbh>nBZ1zlvG_|pv~hZ-`*Nt2!9yQ
znNxLccRtQ=9#3zk)6gn6wg@B=Lse2B3%%!QpdeN1bYiidw>JJN{9cU$Nkn2LGZE&W
zfiSUb8pXi6?N!3cKatV9HjVZg4OabP%)KBi_rp(@dwl|FvsjA^Jjr__cp`y{aW);N
zEnraivmiX`J>Ya{-Gn#rSV#<9*=`}?@w;W|V<E$jl{&xiQmyTT<*{AQ7j;c303b}o
zvriBLtayt@Bgqm=<F3_>;(C|Mhtqr%P}57tZC{;D`^N%r#ZfA<<ybU<E4wW(l9DZc
zI0~E&p?eJ|;Rk^{NnOqRtcaz9cObI^ux;qFF~;-98kXzYLBptafsIxu8d{9_AD<tx
z!fAl5!61`E?9`uxsP{pd_zETn5PEO;+eEYIMfG~r^$ery$4ruwaf&L%+pyEH{Rv3J
zYC4HP<V)77-uV!#g{^pAlKrZ@VLA55d^`BACY2V@RLyYP*U-Hj$iHY&zI_xz9Iv7)
zANi!J$*yDQe=7Z<2ZS?465M2Yt;-BBWXQq5j_Dal=k&=TIpfDbU}ah6&WIUd{Yf!p
z1q<DCiD2Sw2^ryz$<!ZUszaBI_|1AfSO~7TOi$~1H?u>8={*2hz*}sJ!~r~mn6|~e
zIA@AN0Ed?_sX#5(l+Ohfoo@3Z;b7QT8pst%I_TlBw0L;v-Vxqq*K_|L_HVBawRZSG
z>AG_^iqzs!EOZLh#=I5j6Q)Mx<Ys56<|>RETX5*<#$S8K2UN%U@|9{f=hZHyl{L`#
z+hZYF@4H1<a3$K(%u{q^6~)^AXhfLU+x4>We!+}7kwGFpaIKZ!cjV`)GwYfPB=7YT
zU$)PlAZD3x-=KBm)!DeR@gdgQZ;~P*8qzC@<t>zON;7_;+k*vg>eYjiw5g@n9d`El
zE66|4hC5vAsLtj2BY;)@BRcgic+zEf8DN?wcpMsAan5<#;$_T~4eE6!mfM_)u$Mo6
z6E}BRDHOgIL7u#pec8|R4Z!LaOhO$YBHap|dc7#A{bC@s==AA%2w?1=TW$@J63Y(t
zY&_4ryoFpvT1lQ}F$dgna~+hmq!)yK5A82g(~?{`+w*Hy5Xz-M4g3xHp!wB>Fj+G>
zzp@a&_+XHZnN|GjiFKBcT`!oHi$5S?4)~!%dv74q`^4dKkv<pM@`jQe_biC;wFf+J
zSk619qgY`tC7UQpkVG;dsjB3n-T8bp&7+K@gnR?@*D6}La6)bsL$^yOL4-)TE~~F>
zl+A_&iXZcL_rMmPyy0y#OL2_u{hmjBNy1|nWXrsJY-_Wcx6whuDhfS}g^GwyM3HwO
zJ-J_a2fdZWaZ2Y;{itT9wrI4IMuF&2LFyIYtvOKf*K3yv!)CO@sn0_zSa=R~WiScR
zU!4f62vNM6P5&8xHM>yb*aCoKp&w*UTJgQ%Yx7eBZP#duqlR5o>d@gud5B!i&|fr`
zy?uQPhrj)&$A=uqK~*S34o4%tXFm1DGmV|zOrhy(LGBE-iqMb^x&37eG9wziemkg{
zo9&^NCl<{(y4SxB^9FJ)h{%odAFL_yMf3lmzFPo)PHR@fj5Bw^)zL-b^E#1iTz-Tq
zgm>{laP_+<`2YLBbJ~t=#uB-?+T}acTGJ^>_=M$yITw*yz&Y)=HO;samlQOiS{DJK
z$77N1fV~=@c*CD{HdD03uYQK2iawf89>4)Q_2dCM;o2=bodtaS!~!rDtdWd=HIU<n
z_wQX9J33<qsL)x9Y5sQk!;%B~g^MLO9`zmESO{HgE=8wkuC4fGZx>Gk9<oD;j93Dd
zH#7%8{Os(!0d=_;kAl5_`9DK|ZoiOxqxrZje_orm3}$VlsF@DDZ(3uci%G{%@6p-f
z9eNtxCVlwz%ukzz5Rw8zS4k&oY)*m5h@=ASivwcy$qN`j+UVX4d9OhG%Es}JNJ7aG
zw_zXx>3YD6z3CR94~OW;(Cos$e~mda4}4>%>}C__Q8dC^F`jDPbgRv}i0}kzjXc}X
zEuIZO4VE<1PkX;_WtLz1jzQcQ^7)5jB<}z>XFNw{s6-y+4<k~o@s>0oq=(V}+w=@&
zNed$w36+-KvFbupMbBp=1p8G&aNKqJ#YYbAwm4qHW~v#GXJgH6AnK$J{yujBU~Tat
z<tGVMXQR%bNsSM|{sIEEKhxIca?qotaJ?VJIF-6waBY_O=cW=E_usKLD#=Qi!E>`%
zooGB?5_%lf@9Q6&O$dJX@u4zY0pm-d_Sb4?;$p}D@RAn7OGMo8;e_v(JO2Hn?H7Z7
zx)9y>uxCKIwO$NNVXjJRX!n8+BHNU#lnEkHJ}VY=#rZF%gyqmj4DVXDuY_0w5u>UV
zho`2=q6!rb1k4Iy7C8A1pjuMvC2cX+G<Cg)vBUd!lLMCBzkQzpbs@@Ax60v}EiVk0
zHLK#f=q~in{Vbn_Jzyq2)byNZ3Uilk^VTAxA7Yh}a|fzWrdI2A>VE)v1>l%-2F@pP
z(D#=cnd#@#i`l7^=P8<N<fsRn)-w8J+Os(F!4)YXB#FiJH5QjHw?Y87#?<1h<<Cr^
zf&kG{I*X;>p#iB&2Xj4>+djIDeUT^hy34`cpi8#~LPnQHK0p`oTM6WPB;<bD%3PE&
zE+(qf^q(D<Y>|aPd5h|v%N$flUV^X*fzxRKt8$U92lOSLsgJ2=Y+UQEtVf@!!WGV}
zL|ObcndCHQR$`>9pF(uC$c-f>bNL=rl%ZaZOe=Ixnyh5bbG89nrR20^6CPsvZgqWk
zyml_;q#QF=GmCA!De81Lqk4|_lezz4i{%9L#H|IWsVY~He;YYjQ|P%<^=h|vAbEa6
zmB7O4DP)^Ky}S@Z`PeKJ%}MGqi8!`Y^h0d1JUZ-ZgY_(q70mw`($nRbTD;%*l{yxJ
zdpCD(oo-=C?nOF@fKues>;0X)5<L7U^)5kx&H5n>G{&_%rgk;j?n?;iBa|8d`OB^c
zK9KhBObNkk5cdlvCa^(v8leBB)+t5|<>m$-$m_GoMs@zr)uML{B}JJlI$R}i>}mwC
zGZT7OMKe~l9-j=_4wjx`tS_xU(}JL1DLUS2y8E(*V@sfpBg-+*R=T02V`zPzwz&Bb
zYFI(a)WI?wp*kF~mK?F)<3*VWK2a02%YOjjh7A5y^Vc&BuK$yGd!ATdNK?}lCuL$E
z+rnX`T_O*Gn^`*O$W$q%wJdLQ{Hwfk0M)Au1@J3k9oF<MQ8iAh9%QI^+w*AP&Slqd
zJLO&9A)7qzdw@j$HpEHr6j@90qW8N0!v_on?3*I7GhOV_4{=o62$Oezz&fx^Cf3sa
zjOLE##jY*Hw(o3dREfU*>ugnJnVx45YWuxie{PUKt?6YdO`}>SKr~-HL#lzZR7<kD
zlwdleP+Xa{IHRS7K(M}cAizd}-0u$o6>6-aXBaq~XEo3z5mUO=_SPlb5%Oy6{Mqu;
z^NQAO^S!dg3O?+?9Zu<*QJhN*Q9k>+kf<Rl+7mAoA|!21Gv)G!n9xOS&A$3FTivzQ
z33F$6;zQw<<Ttj&g&Llz;7&NV4X5r+8S-cW?e>|K^?>Se19;Dde}43(OrjH$gqGht
ze{Nk2mF*oiJdvy+Rq{Tr8xr%^qiHtcJlx(y2*#x^W!XO9xVG894v|mhT!yYuk=P|8
z5)eLA4Hqa2hIWjp(M5;eUgpF}?_8b+r_1<j(iIq~H+(l-VSIg)Bt?E#P(9~Su}7)n
zs_!qH+iOmlo9k&YApG@;#9tRtjww)xPONc1ds9SG_64x57uiPN$Gnp+maX%d)f<}Q
z*dudCJshF{4CTd;Vj~qJ#}%W-kUC?zD+jtAXn=IVn1`qprJ7l8z|2CgQ=9vZ#XE6$
zzeS(|8_Y0wq8QVV6SrcUsfh??t?N|-x1Nfl0R8$ynR-3LyMUFZiG;{_<EO0_TYT#j
zb&&CG*BeW)B<3PBQGB=cT%q5jKTkLiAENK#Oe^h}T!don!TjWSQW!I4!~r_cy^m)h
zwlIUPXF}`#Lds_YLsh32Pn;|~s@OX>PYn%#32mb;A)?aXivqWTugJSMmF4RQtAe>Z
zQl<Q69^?hcHqTnZOPw)P;D`3_2I44g{R)+4KP)T4#R<aZwrtXU2Wc7V?Uv=hQVGHj
z)+-$tp(otqPj*bwJ!AtR4a}DO9vFwpM!9Z*tD6$-#W3OW<nWL~ZJ&x~TA6e3+k}!A
z7?jFX3$0G|Ms75Yj>-Cp8-OxT>7SoQYZEeX>ie;#&f9Ccwg5@=;)dcZdmu$!`?^<P
ziESs|>e!qEcdaSe_|lZSRvTN^)a8b0d!7N%(#Z!*0e#|#(Ym+nH|mL$s^kD!=+<%2
z*0BT^wwMmi@Z?ZV+`u!IF6lcwy(@*O=LDK%E@Hc!hwfJo7Aw_9{BLPho6SiU?MkIR
z0M8^c>|+i@%Ww&vwv;%A0<=#$ygLSPWh0_2d?83wGFy4Q5zGJcP{Geic$|fUV=2wz
z12uY4-vXP_ZUNv|cKZ993C2D~=}Qi7uB`QRpP`jJOr<)3mcX|`ExHS1M2#Pkyn%HM
zX&Cs)xcFt~9(2AP5OQ<3fvIIaU(|hsV7K@~O2?rT18{IY<+fZRrvs{dY^(im?L&v-
zGaTop2XeupR83}W@fsD08Vw2hBnjHIf_y<T81<DkxiW>`L_5O-so)Hx5SE<wL{vJ-
z@c2=4x*CRnPI5HFVo1_v)|{0bT>;@d!7Lh_eYwWAdxFOH`<K5#2A9Eb=ZekKi}R5Y
zo5x+n93jXH0#+)3ffD$GtGQZ-jdsGDgdE0xy+cF&0>MTMw^n^Vja}tUb_%#hf%EhI
z*y;ld_?ubV1W`X*>DuQkQWe$KChyT4TJbLQi_ZyG)|Y_)W`F#xHqS^Gv{*T?z07NC
za5?fsuG#G)1QZ59LnzNApR^bKqZ#IsQq%T1Sx%3r6+g+lN?8Z(^`O!FWdVu_Dx?>b
zfI%)U$pjIuM<o762gyPYMrnDu66m~Yf7#w!A$uBos2T)lr@>EuUL)3t{&&`)R_Fo3
z05iOY`=qamvDu-s6^DdG2p^wRifaMd`@|1L6}upDoWg=H98?%lhUp)2s)^&sXSSW6
zNMDdluVUE@{)eT1H6Nv1V0oVDg&5fva8-%vUxsY$9RLC0SS(lp-SZKrHg!2ar-;;s
zFQO3MPMd6K$|xva#(#%*pXXa>u`M%xsO%+Y2nI&(y{)|*Ou6tK#t5G3Fdtd-Tu_un
z&2}FgbBp5+tO-FkQKNK7j#o1n@Sf5!{G?(di05eW*~2GG7p45@HuSkbO{UjI+Cv;D
z9Tl1eS(EiEd*3j)a^g=6>^^@Tx7sjk)Sp$ncjK}RaExt$12XmL^#p@)`o+lhz(5Pu
zwG?zaazFW$)#OE2ylPFB5jd!`2X?Ck&PH)|8|Go;7LqnZFJg7$^!?qZ=$EI`jK7k{
za<a$a#ona#d@|kEkSpU1Soz6R)0quW32qifZKQ3lU$htZXv{;7UrhmaOP+-u!yTgE
zpdau>_UH8L#*K41)_%c}{$Ox)PMQrkCi<&=^a11`3=}I4Mo758ksVH9>G=EVHoIpB
zk>Ao2{KuQq42*#~1mI+ES0qpmNUwnuwgO_vn-kf^!_s@V?$gt21QW`;{a8pYfGKZ(
z$H}w!X<qfA(ik+Of(^Xt)M$C6a!l3WU5rOlV`x(h$-j@4Wu}~E3k(_y8u^9g$i)Xz
zGO&9`owFzprDVk80mk^1HH<?$%IAYaPy*!YTSB~mebPQg;YWQ%?D5kA1zcd)iVsmq
zEmKs7__%X?CJS6`za@92yL`PnTks6$1bmE4!*rvRD>jKGs6=(=cbSvQtsFsmecV}C
z*SD_~jlh@O$`Si4qqxxK18|6Y_u`C%XmUXaAI~eZ+-RD5kkX0WO60M=6Rtb(!hVQX
z__cupOwu)XQ;~sb_Z;8-Pz3}n{Uw3f-qDVUTfnknV{ljh!Yrk#U|~NzoDJANZ<pke
zT&q6H^N%c8bD;+!KudRk3kByLY33bae!?;@p0D_~z24DPRDi}e)~4##hcm8@@Uthh
zDgFrV!wUT&v-VfGu|M&-Ofy{%aVq)VwwijggfXQP{*~>d_VC)^ow9Vj+^Q>;^5ujP
zgjoN2EDmT_>#egPGGNaMv210^GIO?_o8IH>x2wXL^16pnSRiMU=@WgN{L6z0gF#`3
z?wf`dFkj}^&FLcGV#Gu&!Aly(h%ZiVI+m_f<`1+pY88NhUI|N_cgxrj_WRP0VZ&Pk
zv#<uY)<ciYPrcH0iX<FJ1Tg7pp*@RYAV`0?(@4S9YTa>ir+^Pk_Q^ri;Dm($<ip@3
z_N%_W3{7B89S|r2@W>&L2f5Ujh=&Vndthm417&Nc$23(&4wg4nVm^pCq2sK5{B`0*
zcLlkQb>XbFz`h^MnPPs&+kpf-EnUH$W6)@Brh9|P{LpE6{_ZolxVKgK+<}^K*gIxE
zvepI>%h=p=1qoceA<=um9OYRBL_{Ly^A`7Vn0Hg-Kq=?x_3D$=nQTn3fqMJxTvf&+
zHQHe~qqV~d01AmECUujJepsTcI)4=xlY)p;6T8rW6(o+#|Jz^j&K(QC<P#W9on8NU
zM&mZQEC{8E;W1EB@3s9R?Y8J2;cysez{F8zhG@AjS9&0af9F}Ls~y{BKvZWu%#V$|
zYCJv_^bNxRBK4FPa9+P`bY880OKM`>g7xZ0t^ISr9OACiR{#%Wi@+aAcn%jDoPgV6
zbHcHec+IUu`nPc1bFP)XNA9r7FnXI>4!U%Ei5F%V7W?C0y7dI|z=C5>y&~B-X8n&~
z9~VAn4w}Fu2zqeNt(Xjp_ZbW*MF}Nn0$#PZz|WExs<Y^L&s5WZCfDbfJTe9{v6nnp
z2h+sy9!@Dk39fh$xpg#n@|ykIN?Qu#ie~V;p(Rxy{=kFOw*)PTK&;$r9p&MOdVTN0
z*;N!BCK#(u7Yd>;0-rMC$Up!BI|ci@o~EpiR@8VT8~b(-T=%!W0eh>Nu!&$izZ;Kv
zo^PV3jcYB=_lPXq1_4tdUX9+GF7&Qv8?kpp<*Js=RA(rFTAbal)FKVIT^>QARhqqq
zA9GZ55Or(@wMx0<^{Za!BL70-^Z8&TM3ZJRWWiVqySn$b>E!YF|8CHB*qJx~EbJy!
zK@}oi)^jhEHT~GarO7yTzwMPnyDQ5ZMxu7P79H}XdS;YQBzoX4bm2G5H%WY~q$Hr>
z#7ER_+IVVD;N4};b+P5JWq?VFD+ctFIUSyjuwDGJg8N98Y94PfK5ivIYoHv5)U?VB
z#{b<F#|fCSd>T*!fZJqKs_Th8^iRm#Eds-6GWKUY&p&1=8TJ5N5Bt1G;+?yVLF4@D
z>9p<qw^F@XI3a+LM3H7+6bg)uA~~`??|<y!O++xvEX9lK!@2LrLZHmJ7E`WJDO?6i
zC(IyMi6exX=QkV~*Af&o6BySL7OxR3A-cF8N1HB3><w=Y1J)L~OLcSZV&2<dw3QW&
z0RaFB3@MEH>DRe5N4k$U>e0_qk8fx&^%d~%A$vofoCrm#fwO#Xt{Ak5pzK+ornU`W
zXdQl?m_O{nrtIPAe%h&w`*ifo3N>$eC(tTds?mMBkR$3D3S#K?Zv*Bpk7T}~1%~u%
zU@oGoK09x0Kx$@7W`G&;`egqCce%ZLoFy~h0sPL;v2YbT+qa%O*OR$m8fLoLp8R>y
znt9R5QSzkmFHE(G)i%YhN71XF9J!7hF<~H*cm#GVzlQX1l)mlHsbqXn<|aHLQ%pl%
zZ(B`Bf#5#On0B{^19}GnY+|zV^?n4vKQNNUn3~u_7WtUAtgMGJGFKg)69uzozy2uS
z-)AekW2<ncV`i3AHBaE`WYP?4&z2z7N+gHBQt+G$IA6Yk=C^Y$Xf8rCEkX@8Rh7g<
zYR=8-t7ocoMf%Cl9T|ya+=Oq;MP$rD0DMs}2k<}y=8|oW`2sa>rMdV|8R+t}a6+Qo
zn=PbwdWFSbWMNJp=YAEEC_A>roA$hOU4*N85!Y|4cJ=C~wI>dX|G?(cw#DsovK1$4
z1<cuyR_vmSl(~Z36^wJ|Krlq72&eR(L8tA9a4#yT?6#YD;&%UI8n?IY<Yhdm|C0QZ
zp0ot-@^wu%`)#oG_R0T+5{cBW997?~I-sBsQO=3<(OpnTiwCgDXvmoCDV^xmW~u-U
zoC}`=DtnNwTD^7e%8q}XqzhCSeGOFpVWnA8q7{<FE}6(Kxr_9$q+vZjYq>Cg;&<FM
zkI`cYHn{4ciKJx7=?VnqeG)#ke}_Q^3_p1<vlzr4$MnFrskk&6h{($o+sdiCeHi7%
zWx}^-%JRjEzCnOCF@DebCOdor_{mz>ro$H#%T4;3!e1H>ncvbn#s&f@)~&4jQ%Tl(
z9f%*P<C;!$TI}Tz4a1)5Kb2RPF@M_IQ|q*z7%Io9dCj56P~HY`f^(<!Z$u|hX?2z4
z`6~BFvrfX*C-xbU>z+`-{Xj{sSOI1OOM$t_#i(X<<S=y$H4`uwhdnHei8v-p8c{65
zQXxk>Cw+3HbG|j#QT}ey^q4u@5f`0~HjI~488&oQbQyRV6r|d16+|)|4)tNnwl9o~
zYi}s#zOqe^?}J3ZW-w(Cfs`i_Hd3;uWwhQ=RcIyCiH0i<Q&2z?#Jhv!q0v@S9HWIw
zP31IBk?ck{br1+c->+N3T*aykR_A{Ls1fi@#w3Xd#Mqx8=d2X=?<w011mK~G8Sxs}
zDRb9Xs4GF&C&)lg2|qIl|4E43Cfa%&D(sGfTnUrkhRJ?j(OvJFMJ3pW|0@pfDFJ*Q
zGiB06hFd^as4rm{mK(>=;8r)zS<R13HB)TaN{KzKMnbluNbk+>X2R4naFPN&Xa>#C
zSDR~!_@v3JaP-)YmHN%FQm$EC8&(4de&pFHieLg*$5^Ow8JBvXr}&2;l!8`~v+Tyl
z^gH+vs-v?rsZSPY`~qI=f`YLbe{QODnyV2{ttx75HwgC+6!UQNc;tVA|5#qY9V+rN
z$46v7B!qNXyxC>C#F4`vb<BlGX7^5<lC&(YNBaADs%9zB_Ww3;Sxy@3_>H%A`0Az|
z3CNZqoXqbjmnFM3d%=mb;_wg)Wu!s(i;o{Kx)Li>`xXTnTKmJfV`OL{!Q6l+`4_V-
z`NcHj*G+!xO4d+TbkUn)T%BJYSI>dKnBFT-?<>!j<28U*A&tAtg)|a<`ln<!ExWRj
zL9lge0~Jk650#zqY9Pz$Rib2}USju&6Zabp3~6jW8kI1Q^sB98(%di@AY)9Li>jLt
z*P89b&22pRbruc?a9@oXGGt7)wM6(?-3o3T;X=JW?V!T35ulPMrz@$@VLQI_fF;7d
z=)fcgL$wJ%YV6*!rL3#XZa;tjPgZ56oTUzrSYGyzH&fzOnyTdOatD&+&*yf2L{Lyr
zbWBX&Mei|OcMi#RWBlAXH=KR7YBR$rlEW$Ke;E-W${>j&%W>Z_#5h+0u~ef!e^#`0
z;O{DDM4@vVWA9BmatPbm4S6<yJO>!8Qf91T)x&}8E+!gy*no(;PYjnM4$&x%$~P>F
zmujG<#g?kjL-3~`<F=RJwx1|xBSN%7rSAuKUo~e>HK%yRNKP9ts-bu*r-y3tL&CPl
zG3EE_l8f=jRkD~bDWM~LsDELx<ZM1B<KT(f&5M<(0!zG1Q>-kdT2l`vSq}%h>{*jg
z^TYwiEE2B$%ErtdS+R^>VTq-AGPCdJB?2&1w0byIIOOZte0*40k5*gm2;rajh$IJq
z!2b?vcI5AA#MQlQmFST}couK*=^{B-tio^Mj?bkXszn|<Wh`KxF&^G)S5Z*~{S|zT
z1!{a=?0}`cen~eGSQdi-5p?l%JPMsZ=<p#scaJ-FPdnrA!4{~Bx`@SU5J`h{Fik%+
zYO}`fzidu21x*t<M+t{sA&`nSiwMZL{8eZCcX*M*j~6115X7ySWyL9O$1R#x64t*r
z7_+$6;{L|q*$!LZRZ{+g(jc(bSbah$59M0HecGiJD`z6dvU5Jvp$0B#M|80kKSnx4
z2+nP%h*c=0t?Crl;2!9A`%hoL33A(UkTo|1E)xnf6bui_TaCNu5&)!pjyP}fwXLl<
zJD*d1UiT~Vi}hBCfHSJf_D;C&n-!6v?^|$hEJ9i_{3O3%p_pK)m|&s)AP>zi!P4Q(
zX3h3_{a!~?@=@j(1+Gh?#Eb>H+l#A<Yl3FrI}%j*Z+bw}j0<e#Keu&o!Ty$%5ER^L
z+2#b;c>4wA<<M3!o&|osz5E-0Nh1eL@Ev&B_U*yTJO2H98I3A3H8c71wx48uh2_p%
z@f&aEr#FW$nVy9)1gEG7<ETiL$x~$vcITF^B?V8r+=tG+_$rSUtoDf%YRi7Il{JDd
z8w?YY9CXEM92rIw;rh#uhb;tu%$Ad@k2Rb!z(Abyw9nE&0WM<Qe}?8R1ovdN00Y{t
z+T3~{kRk|(>i@oznW_ia42d`Bm|grKY88)t;drLv+&3<JN%CD6c0&Rf6gG~c8hU)#
zRB@y;oWHZhpW8m-rOzQXzX<u*8`;5tO226>yIw*!_eeHKQX+IO<smv2pI!V~6SiZx
znt%^Za;i)>0!EM+vz-8WAIx@Cuuz(>Ri3}UA0GtsfenlaIUs{6P7OixAuZIc_6FLN
zpi|v~B{y@dl%dh>pFKCA5WdyAzB)2KM)xv!eB`_rrf3XatFu7Tcv$B7h@qT+`GpLy
zk4$@?AbP@v0`cMtjUcio3E_iX|A(#@)yj?97JBOlNz6mvd*Mx=MubU(GUrcaTH9q?
zyy0=a_wN?c1ROLoBaZ_d??ZvD(YBiUdd%TCGC0u7#pN4I*V|pq-fE*Y_K5JVt)cbs
zp~zc12o!6os*$MoIpqYJe1k>WL3c-p?3UwNmK3OlD{VpQ=at@0^Tb1m2<}uAl4{%)
zfEVaT6DC~lCQ6Y~!2NI6^_JNvcZIPp_!D}9*Abn(j~V^bCuD}oqhRvjEbTRib2Y~5
zk6Q!h`fm00J|OV;RR5yEtjxy$*$1)%Yy@#X^^l48;7LxC1#aO1GnK`A$RwvfY>-{S
zVO)iw-@+Bw_{^RU#){>{eP#*TEDf5>2R=i9&))avkj?y{$<h$uS-M1w{A@63iWqX(
z0o@(qS_ZjJ1-s7vgdbaq30s1RSc(f<O3=m6`J~Ps`&tEgruO!(58`#VmKaHkK8TTU
zpmsQ<>zX~dXimLXCsph&)A8F{6Gl5>bD_7Qtd@VJ3Vly4n%#9gK+-F?f1gB9H}xbd
zpg<cR<h&TFn&WXeeNmKLHxBl3vM4!_<NJ2tihqY_*-EYOg*%d`N@{d72kkp&0AMAD
z>DL7yWQ4?*A-CD%(BXrSrBmPsP(TB>;yGp@>opR3cH#nh^KU_{KS1*mQYG7A#`naq
z=r*II75E%OFJ&^rmo5;{3C9%kOK2|8UOI|7MK2<>bL}0V2)f$iF?sy(ddr~w^kK&L
z`r~BRD}|n&D;Q{6V>sm?LS9~JAt3Ymt2=M2>$UXCB`6&F+f8@?ZrBcNHWK5*%C(K;
zXP*opy!`}tvn`(o1Mh#&TgqF*4#Z5jNJ`nf0gT$!@0ACvq2H?uqM4JZ-2;f9-*zve
zA1;kX2L~ELI8DTQ|3ssfpO2r<4ow*}P0(1IvYJ0#KE1FJ*ENq#m}+{xKa92=!YYh(
z*~7N^52#x@R`Vu%a8vhpj;BbZ_nf>)Bf2U9y(4YPXgDQm$>C<z=GGO(tkDJ%R4j*(
zGy}{GMIjicAeAS_hBsII*@nk7{3B4A<Tf-KJfDszjiPrH!+)gSTfSMU3|B6fVxrnR
z?YLAG5g6{yB}@XcfbHKo%XhB^t(@MO4sb?bbQ57g*e$NW5R4b7*oi011d4Zh^s3<j
zkV=Ko!rVtQqZs{Ip$-!<29e?1xk;x$i$$KV=NAPU!03jA3YIo9V6Pv>hr!W1<wZPF
z*&{3TtcV0eydm(y(QXqvlk-g-yX5Hd<g`{X`F9GEEvhk^0k`?#F%l?KZf6oEoQ&Jv
zU;d#u`ZM*UGKK_c;tg51e;aZLqSL)%iZ}Z{Ty)JVo&X;hfd29(s^#iT&l?MD`YhFl
zEZtK9AAts1odk9<7N7ziE6zG@z``<}6UrtC75lGsN`_xRRaMhdc?|&+p##~RC2(~y
zrL-&O#Q0g*ZqY&`YSX`J?eywbRG8{gi}7Z{>Wu6M@&4B<4{;g%pQW1}G5@y-l!2FS
z^!6vMf%JK?xhsTc(_O*}1{0AYLt%H^=#8W6zOiQFuimvg@%7^^ksBNSKmZin^!mC&
zz?nqfji8>szN(Q?_jf3%5wcW{@_w~1nr-KS)&mjl&TlYa#1!JD#Cfp)d}GxBqJABU
zZ5rIax6Zu1{)a3G8G@g$Q)j&&MBLzGCxyMQq&eFz6}}r;pAR{D?;|N2o9+#n`!)Rb
zfG7~9qY~gxfyuc%)mWS-6Q?Gg@B}P9y-|?v0b%5SZc-iWk>O%fPTcQcU!6rWCnK%q
z0*;*X`AO1Gko8Kr%iG^r0Ee3-2IZ6lcJMqm+7+Z^Kv;U$q__8zhj?Px(rLiTHweZ(
zP$*2l9Nzb8f>7Bl*zrK)AGVxxQxi|Zu*jTu>+N=aepBd~!Y$!WWS_;??j|c|;VUKr
zZS+r7y6bRpXr#7HW$CGiCy~QVbu)G{ddE7|N>j@6c^U-8=~G0%LjtaHnaM6K%VZ>$
zmt7Ci>IB*7yBK3{u=v>KeOy1^nI3o~h&HE}xpYLi5uVX~+cfrY^*$t)Gr}Ifb2tmw
zXFaDeluRS+d^=%oeVm7<>`YMds-$Otkgd5~eCj9={ZXC20&v-z6j<`hptN|y^S-L(
zSd~k2cl7Lc-gXbNP3zsVEhA6smnc1y*p^fuB8~hAFAN8hQ=5BtzB$`mI^VlJ@f$$y
z+)eSPGKEN2<W~RXCYWtTp@rJ5gO&~(nweV(O9*iAPgo=diF%kL+zZe6cZLzFbi4R0
zZppvT-yx3-{8_7vPL60YbUy!D2olbaR9*vZ`o1z%8=MBOiER9ihk#1b3##w)p4UjD
zoT?5}n54i^CMT7bTbhB!4_|h6r)m<q<Atf`1K0T#eWHwiP4oMUcjU}Zmm>FVr5?ub
zW!Nveu<#5cC2DkJQu7B0^zUWrAF^U>G|}gY#B1u8YS4?4$jc<iTgmUql}Yg5F*k6=
zr{;RWoIRGDJ>aBGXylJjT(EbQqUMf$L7aA<B~J%qoki7}8(@{mRwAxyfgb3sp~q65
z*VRUS1{FU`s&D2<%550X7<DqpJ1Wo#DqKFJFZ{&71w~K%+1J@ef{jt~1+#Poi>3K9
zWd)1n`M?A4slkX5A-N3{oZ0CE1IuT)QdU)n*4E>y4PB7jr;I9Esb~blffx|5l=!O9
zQ2rQFwFJ#2HG^k|lP_J*Z^xv>4kwAL%93m{h>*5h1k&R%wm(022O)&<oO&@ZBG%ei
zqcqu6NPR6Mk;#d~=@m8m(w#d3k`Wmq&)83hzLpullo?2rkxr5s`oV%gT?8!ItGZxk
zqm$FJVO-8@OLiSTxC}Me3^^8qAGVC<+x1<k5<e1UU3xiS6Trw2${=A2P%b-b2bM52
zE!0iwx6(U?bVLO<oOCb?n_Tma1y6$?ev3QgQ-rL&AX<PqMy-ClLJo=CP$E44E4;#Y
zmRJxZmM}G?lb_BP9azU=WTt*m1>nBm9|9@A!cv@62<BA?HOs8IHKe(dL+2X}TTLYJ
zFe9je2nZ}-Mqpq7o4C3W-1nLw;6J_gC$9Lt;Ky96O-^$qF|L!JwS;%I84A;MIPp##
zBf12<sY$}#K_NX+;lm!(Sb~@YX$lU)2u57cMqI(XB0e3a1h9G`h=du4h)S>!vpvLO
z=oI1u_Xga&k3?Y?r-u}1!}sTFcy}E@O*NIx7i7;HJvJuCo1^6Y(7rV|FaW*jeKP?7
zeG^FCv61Qycfr^w3)bGk#vX3|jIrvrZG6{00V<tzS;9^$MHGbEel3%b&H-5Y0CQF5
z5aJ@1j;E>a0XVyl#bI=3{Ixh!Ld{68JZ%maw>IuV6yfN-qkQu`wxX|Hp7xF`nvDDg
z9~jIf8#sRyfO!pk?Q7-<7osamVEH?7`8%cCEElGa7pAR%rTM<TYEGA8g9(0(eTgK{
zRsLR|d+iRnA=Gc#DdgW23-J@!H_p;A-}Q=nfN_%FfEg|ZiuC1UHx&9mniP@Wp&tw{
zD)M;1&N5$3Z#_J8VY<CSetkVM@wkG8$-pu4#M!gjLll8-mh=6Wi*8k3%>D&^pBC>T
zB5l2A^j{-Nqh`b(s~G#MCl;3L$^fa|SJxM>!H@4(Vf|PKozGR&useMb_Fh6b4MrTW
zXwl<j34XX!yO6|Ckw#GAMo^K)PU&N{Yh-^;odk_*AYP$kC{ts^4q+gMVqArwXO;v(
zg3`bJsQhJPTs#l;;2S3RD=i^LftTImFT;QtCPxl#(@;+Q*Wzyul&LZns;||6M}6x!
zWNAkV%mETZC;!f$#dJG4GRkXtYlUAay`QpQkY5fj#ZAM8lUXo3@n$ci?h4D{MV9Af
zl=s*Bt4N;97V#G2mEfbK+Ny;bStVv2G-kwiZ1SOopusYEj$SI#!vq;>jK~3W<PePL
z0rXg44PrzLqQ?wl$TL4B^CwUz>?g^<k4m95r$0Q5*UnDkYr*o3iw((Hq|NrS42utq
z_0-RXT~o6H!Wb0`^_NCj4M#*eb42@SXV>2mc=y}m|E`ge6DA<|k`i)8FCX@{dxIXQ
z{{0o%8^kl}s97o`TnQUzKO1Q7zW+yYl=JU4Q?EqYw~VBz@~f8Xa%7c?74E}t+DOX6
z1f8eb=aC-XO`lh&&jNl}f~=y!@cLaaS{0;8sI2Q3<cWf;J`6^o8wO<>G7zOoP&rCD
zZI&F6%Eiw5Rl(9#!CFQBN>%=H^l-zF+c5BD`B+Hvk1Tk(c+&#B0Zr8uKQ{=Zy_VR-
zIXMOxQXq+}#)0e~Gm!;!@EgD+Gnh-OWFiXBHFE~3(OW9Q)zHt_W7~$|*{0zE%%yD@
z9I5un>T%Eqmwy`f=?6Oa3ZD2k$ZUGZY?;MtuniDD=6ztJAZVi?U>kflpAMYMg2=(&
z+#$(w+k$_nPqeIhBaQAm{~ofOFSxE_21fj7ecP%dC2VvI$fw}UN4J2(cY>Zrf>}Vz
zBoCJvC<gHYnFT_Yi5{lEZ0*{eAw1%G?xC0^VtE(u3866DUCpZa<AN=7?tU-pRfF|U
z27G2%oo}={NH<{ChNApms8zCXA<`NDue`60it2s$9lE;_X%NYgkWL9DB_)(DK^an-
zp;19XLOP{U8Wc$Z0RfQ)$swdmYRI|o`2F2`&N}Oy``1}#t-CI3&#>2?nZ4ir#`8Sy
zem<Yi>r&30Q~blv{z*Lm0yMm^UKt??zjvpLEviI}eVw4_JLK{ua*ga$F_>dync!uq
z;C;{~((VXd!|7tbgB@sv%nZVo@n8XK8He;0shPK8&}NX@XOQ~dy(ucyU6Ctt;XqLn
z)?3jooJPvK$LJ}z-yC&zcgT&Onpe`8fhYt=*(kjI<$Xe#Sw(qnS@TbUa$QSqFH2FZ
z>Mg~4r$~Mq$zEIGs+c2h8wfN;v`)37&q{A=|B@)`pb+&(1wC0zw&)WM>#$T%QNh8*
z!+YeX-%EM$iqksb(^!AaSnQ?V(^;qANW<sf*2f2Ej-NF8kBa4Cz{xRS-*yJ1MpQnQ
zu-x#l=C{H4swvEXm!<vPZ&MT~2&g-XeK*)Ijdv+u8L3yjE&I_(v0PV4uq_HJHx-gk
zz;7&>MnNoGE1Wip!O`yq=?TfAd0gXxm&O!jozmTE(84oxxW2pIIsV(|af>I_q?t>{
z9?9b78|hDe%cQ~HxdyydZd-oOG`v)&K6%L|m3A}tDGT2WZ@M`jGov3;=4ruMSLY`a
zLbsT8)FCZ-npB=vhf5Me%Mn8x$h$ArZaK_BO#s%5C*Nsog8qCrS5{h4BQeMBY~L~;
z7SCWX#K3eYvV~Rbgnj1QCUkY2xgdU(swtol7^hgz`cm&<5(84(E=nW}T<lfM8rRYT
zPG2^f**_bLcYhp`D^nm0HU_62o{Wh|_A3c4=iWbdH2N;#SjWpVPRNra%ri#FW8e<<
zyO!?Eo;@H6orfy5LXj#-HoY`VqJCU;Qe1VoT%uAqb$&E;eq5q{I0lS3Q!(09p{xTE
z-A{sDc}RzB@tM8p<#gyVEU-Hii2LZtP?pqKSfr&#%1P-5cZjjHe}t~mLrZI@L+BDT
z)hm759DGwkSB-fLKmpvrdv7w~hIdAj&PP3kv?hzZx7i%BDF^j>2|?LPTthw|DPJ4(
zOXc*C#f=ih_1}6TEfPzmEi|i5#{GmDWb2hF6FgB<rNJ2h1ur4Fl1a?esbmZJY)Yyv
zI7h3DabSyCZA_f^5c|~_Yu5XA4u+fyo*U|r>=LrQoG-ybh-k7kI&J3HYJwa$2qRqg
z7Zn3`oGm*0h1vovDpeS!qbiTpr3JH{BfG6te!i2^+9N8Ok;BpVGQoiJIP))ES+*;D
zc-v_`!p1-cM5F+;-#9X2uBfNzTyLyGAXvLt9j}P+^RuT!P4xEJ11mB7s|Ms!3p>7;
zTJ{vtZ<(nT$$yTH$CcB;^3OV*(Y%Hr3)U@3{(gnZamBvd?VON8O^lS!{#iMu<)PE|
zk=^#;(@vq?E|Jsrq22bOl3sUGk3YFB<4z<!Vp}Bnx<=404n#nAq865;yhq5|Zb25_
zlgTx*$my^?k;1%hlIbWMc^}Xq*@c}CGT!R9=MJ+kxTq=S$!2YcrIT!I!=y%?6Pg59
zlwjk9>OvI{a{Oo=@OnIOd()y_k=v6di=Hpo)0Jfy@5y8;@H6TpD{zwUM<QO}Ar8V3
zhbrXws=(pUJ&q7sD+)8i=}}}`X0<VS$<C^f6soEl{`hv7l0cXeSD0ppBDX_FpD{F(
z`aWT3YF3}7y}e+>*v66Vxg3I78f%s)(kl0%4$jL`R{g@@$6Q1BoXI2g!ZemeSbZCn
zG-(!mBB8p;ORYt%1fjvf;t~$7n{L`Uz6aXp?`vtJ+uivGj5tJbNxr_~$=rPq6C3Mr
zyga@s>az_H3En>9jHi3S^U#YH8Om2h=NIR{w-2_`Q<W`-Si!Qra=u3l0jsAx9ADBa
zd{j>|7B0C-nZaYce0B*Y(&j(k`7BLn)nb`UHncc2Ja;a|F8g3taa@69ozS07)IUp-
ze?Be7()wU3nZ>2`#Fi;);)Lz7(}s%7xM^|zK%~}|#+|9HZ&Rsc!Vsqqj5oyJA=(jI
zJe7i}YX-<Cm?LS$gB}u96e_yu9=q{1Y}p2?oL9I>O(#tOi@wbE>v^N)6k6ZNwZ2hk
zd}}Ad3<%j?G%BBHcNx6*)a1^@N3*a?_8HGyC$WxaB7#mXQbUJ}woC(esVZ=My#rf;
znA}aKo>Fi5t_YEL!+r%=2UDKUWqRDIQZ;{;ids?;BMl<CB^Z=XS7tdZMBJG0!c6eO
zxD1yp@4T;RWtg_;H-J<`Jqs~8ildCQdY`_kwn!3S59P;~xfGNK5OwH;e8>R?-na8x
z&^s$hn^O8FbID(;G>!IC(~^^f$Ys8-Fj*t$*{`8W*{qm?@&TkmU>|^+vd-;CqPgtc
z87c}Jjvhvp-nDANn>qoKBiMm#w|TViidricMGuixQw#6<tmEY>OpE2~)Gcm|o-z!a
zo3JnzB=7(fLL@*TxbB8&?0*XM+50exet}zW*eUA)(jEV3xe!7iPW6Of!%-oMtIXzo
zz*gS>+QAmJ9(RrZPRJs1ax0?Sx&y@32Ws#mH6A{`FME?kG25MDk}|Jh*L|pHNB#tw
z;LSQ-M=z)KV@CA*5#zd->3WQ*W1W+$@O0?(0HCIO2MvddTU<dp#=gFNOUXB3NMlt6
z7V=aBhArM^&*RI%m`0SPkjW>k4kr+0*67UGWzXx(?Y;1!ozqFNqNmq~Dd?N%CywKX
zP~1VdTIIs=vv%fOwKeSnS$e8VK9p;dIZibfxcnICdrUi{_5$#89P|VEVCGMUoG9$T
zLrk>16;K~&*qhH341>HkeUc*$$(ecAbmH*jau?F<A|K$wq7+?HkomN%%Zj(ad4Mpu
zHq0`a+gp`Ho=`YSCgvo@y3PUHCUDs`=2Lv{Iu(#%&Ku(?*6|o3<{uv|?y9Xxs@2ZZ
zagY_!N$X#kt-*bppg<oB9xUN9jd-CXGQ&u_I6P4BvI%F)%BoIt-FQOxovP$Dp{XJ;
z-wqE;FiF#obKdMMHz?lq@~sVe=WSC*|K3uRPhybRxDbQ*H1R46JfQgn^IY0~6^+iS
zo%`2lkd{vxTB8uEKu+&Qz1O(6Y+}u<Y<XXSRX5f&-Ybx66ry;O|Dm47>-Yv+A|LH|
zkB3~fBNG~+f4O}D`?{A<6M}<dUvazM=F`v{$1=OvA0^#+bSyn+*_8P@sp}t@LhV~8
z9m_|BVWS%gUgxcg?B_<>!<%BY+FNGNri;(t_(p!Qr&rPKTK_5W@owXi>7mx+=Pun-
z`^pm@K)Dv=y#LA}h>h9w|L~*N^6<t?-5ZQp^Q|-g0#+lJ`<d}%uj$1VBM^}DABI^+
zCunjO3P)C0iql~0sN0d~?Mr{@vbvMR+kJ%DP|@!FqT!MA&x-GqQE7lCN*>L@@Fp})
zxm_*4bY_H$;Z<;)Dw}N*J3;76V;O>a-KhL4|6Hg{t{@dz0uTPaRDkPIT<0AqhS~x)
z6BZRvLHr?QI7Ec`HXo9#i<J!GJb|d*JNG#g@o_jdMp0=Fyt}HfF*^sX(H?v%%~FMN
z+m?$1gd*cMi{dE3hL7vA`b-5`?FH%1H;~kD2u#gV3fbONMuVyP-E!}DQTd$K>mxVX
zE-77#=^*j%iq)PfGJnGh+~}q_vF6LZ29ia-4Q$Sv0|j76hhOH6g+^`jJ54;j<{C=_
zM4=6X*14o7QRz)E-us4vo$u?<V&bG+fvDnRXP0geX%Umf{P5HEdX58R%afQtNQ-?F
z1`jk<mOpv!5(217S5&cJ=T@3Ik}I*l>iHx$x_|hSiRD&FphB)>q5-^1^h7*)_*e(0
zHL+Cnh#{mBHq!P!7c*7REwv0GX8L}Y1lPm9XfmEKhGmcvFJ!G4Ys8V0Lju&d>iezx
zp2I}L^s!jQdLjC^fi7Z|{T?%qsJD<sA5FC*{}<fxjR@!2H?KMfBzm|J8AojNG5qJ$
z@{kfyUJ#P6teVvbm(XVD5<Yy+4OFZj^6bHDraM;-kq3wkdmtJ@L6>1#6DeCF#w)r#
z6N?pfqk64fJC$D*0upIPXwWeSXQJ!Ev#|b+@DC;A!pVf0dbgh#5LT&kNkmxB`;7vH
zl0;Z$cN=O{Xp!-q_LCbVjMOV>i`n>vB43<0dG`|vbgZ{pwfcp>dVKE6uinr<XYeX<
zaX1Nm*?oevHRfJU$^vE6hsmVG<QkSw%23+e6Op{d?N$$nBb8!}fH>$l;Q`1PRUh)0
zGrY(03R<YHyj5LSzrLwZ2?itqAdN<a7DEJ5L_arJcCkxW*<X)9-wXtM`%##o(^8>(
zg<XmcV?`n@`W-u&T%^9ZCA+n8&M#;UzrUXcfH(09J%Th-9PJNpV{baudrEt;6zhd)
z35*QX2XiuOv~PVk?#?;u5L>Q;OVFDfIhTp5uaiiX80f_raQbj6-Kom2lhFR=9`EtY
zPq%2|z1HOHFWx^17P=7UQj$MRM3!rm(LkPa2`$fw0XU5I$#T{F(ONU&mZ&^ckdL^<
z-SQ)I8rHjn2AgPgA-a@DBfiMR8S=E>)(`ohhta$8$@4Q&8}iIVLXU&f%an%S?<V_o
zcpZJHRh2JHR?hthI^k00_fuXy#a5W0vL6l>N+@h5u*?2dJ0LMAPgBA;7^%klu#F{A
zknCe|P5orL+3@JN{GLa&I?;&7ug2|?j7E!XrxZ=j(VL6`iKBBj0@BhJN_(15Eta4+
zk&IT*r+K4gxsyD(x_!AT^e?N8U(kv%nt76~c+!e-@FbVMXB7*~QLlfGlN_hcDt$Nw
z^}s=m9a!DwQczE3|8nBFnQEE!(L~&A&HVoDeavPmW(nY$hvi8f+OVjumiJ@)e-HSH
zfCsWx%-b|0_vbHPV@~n@vHBstx{dh=taC6t@uv3H``nWsJM$GiZOD4MgPArI*Z(Hg
z0R^lM1O>5|SEoz0Ld>o99_vyKCMEta1Z}LZKTX^XZycHpwb3gJF}%GBEg2)H8s#7n
zpL}P%cYWL|)DWuwphKwGpa>HYQ)#GP+OtX7AihYVZbA`ttH2Fz|E&wFO}c75atYi=
zpc7o`z8FA@=(U)9%=%{L0_ccf=7j)yY#%LLRM->R_0>q1+7YS-9|hnm!UJ(NrIb;g
zx9^o{O%J@qgYhnB7+cRsrzA^7uh;XggC0~zxULr_e}pTbNh?e2tEW}iXCI<e35ZvP
zM11drE*1_I@oECz>KrQ_4_4oII!8hczqHZ2M?5>>4RSuoSC1aVu0PpL>`38de$y$o
zo)kJ0LZEr1gHEpO%cQ|St7G_ouFK_bQ~JL6tN$?X&dPkrX>|fYrnE1CgO0g^nwhxV
zRpHwHjW&(M7NbN%hF)gr7sNfWH^TtfWNWKH;e^d}okW#d1^++-D545xH^<}zpah6X
z)JcYE+!^W!xoq=2Hy;+hwdqOG+n&|K&3bWAtjNHCr(LS7WJ~dqn*zUw9KRburi?g_
zT0D$EXti|s-@4i;)${Ij%RExG5x2{n7cbV{)4?kxThel@_cy3<{=Dr{UlPC>X)Bt}
zXqBl9Wm03Mz6YgN0Xwe0cU*}(9ug<4kNC@O#r!%7e(jlKUK`ZZDh_kXn`wC`F}o$l
zv5$F~tzcAMIzV%&uUI~`Y~lGv>eg}*otmBf!{_=$@83fVoqx*d_22>k;UC;P!{Qig
z?aF2TU$HaqY40C0(H+wUmhrP$5W4db#XqthOsnPgtT4%Px7jnxFHnnHS|2Xhh~fA3
zd@Q-}nk8_}@W?9;63_jt)Q*tH1jiU!MZ1b99g+)aQDe+|*bB%oCJb|qQ0%x)*+5hH
z2wCMVNRBu*oD~z!N@xKMMaqmm`JF$?YbE;BN_4~Whsb@p42F~dqCbBGdim<U8pPik
zKb2F0Dcc@vz>(4XIs&|%(1$lXf3B53eCyR@A?rXZMxkTt>6ZG%Kg_%AP1-GpZoJ=H
z+(5RNqc?M2{z*=&6)q%tiy4wB#$<`zRhFzgfV10bd9ra;aXxBLUix4mzaMHG8*zIm
z^`mZ1nqt<usl&h^1|xB&g2Ti;hlv6wGq3ZYkTnFeSMjefExb?j1Z03<12(_P7dmaE
z{p^(zWGCM-r}}qFuN!fIB$j70Cs}tHv29<03bo2(ka}eaJat&#eQV0&#!p0ZE6VgE
zc7GL5xj^^z8q2+nU)D$&jLg7`ubEyY7<+R!e(3;(P-vPLl(7y<KL%ZY-z49nO4_1_
z8)lBvqKz{h;8pTK9=fFF`kqA*Vma-}5N7ZzH?<{IV7a<5NiyC-{?J}m1Z&*UQ^i?#
zmGJYCmEeN=X^tAuUWq80Nf|WlO3~fhI^m$uV5NQ4afdR@rps$`a!o>T?&E;v1P3L_
z^6|>S5j(Hk=U)3OhL*R*wI$yG>$JXo#B!oCo$<KPQj&B+??y%8-DgvccLL%3Okp0b
zn6W`oW9<Cnc;bvP?P4q8&b_ZrVkUK+lB$w*$h=Y+_j5<|gzRdXfx01C4A1LNK}`(u
z=NFSd$GPk*86rbMlNCE2h~-zP;~IU-t8Jm%`QS}^+$4PF`C<C#=@o-l=^=k)@9bT+
ztevbM$UoKe$P&-C_=D6`P0Y}EQYdX$Lf?p3^E1_U=_d;rH>vecti6nP`FSB#>NvJe
z$1w_CyZoE#RwlH#fP7HPTxi%$B=;!&E?w50&?&OYnRj!2Z1wE|nNE^o$<MRmIx2>w
zx?yQ1iA^zs=kPfmG4-ShzI%O58&)cSjsV@zad=)V{OO|=9hf^s!pN+VFHXp@!Uj`i
zKUc7`_;wqeXT<xff?(|K0SI@Q{plJ_T@a~<4)lynYN7?+MKP<a4*EMD%D4MP#Y%}%
z{maHGQuOaq9jVR*wpob~a|ke**}@D%)&M+(DL^!ZVjZyi7!=(^abL27C)Ryn`?+Mq
zUwdfhUkr?OgiDO3YRDd8?~nW+qwR3X+LF>9cQ2f?0Q$%f)#6CiVpYYBxeJV2O9aSS
z3?vYhnpst`&|$gjQkr;PV5$XOWpFPt@~8*vrvR~gumO(H$m!uLPJjs*y?3(+^9gzt
zBK;=MM$f{Wq3;sL8WkoszB@E$K=f^0LT&f;b>*%8qGdn2>#IErHGl=hGE^Y6w5uR?
zXTWoA#Yw)w`_MQ&XPnHd?DlEFd1>aVL=_{6ZTgqWUo`rP+Xn3!$vbcCZ2gOc+uUwX
z(OJ9US4&VDcd0w3WQ|v|Nq1(P)ngJTOY*NzibbdMtq@99-~gDzdjKg}vugTSs3IN5
zqb-;iI{asw?DnuFC(V?U-sH0Dku-T+*GPv8ce1v?_?(e_%x{7ID80kQ$S?7;Xv)D|
z;YhWZxZ)WaUP(z&cdlnRMl#3Kx2jNQvP9Xt7J%J@!SOCExu0!vp~Wnc2cLZDASUAZ
z9sFV6@66VBUOtdB{7sI*V)A&;R8=q|3z1dZ`UvAivVfC@gKj~o;pJ(DirusUYnk?B
zmU>8;pP_>;!DkEJEJiyo8bH~&zi{g{djKiS==a31d`Mry1LZIZ;sz4Ss^_d*UYcjW
zO{UE>5+WwJF4O;N14;~q*hskY6MayM`2I^+=4!-hTc-JDjhg7_Igh3BU9lG)Zqcma
zw!#HTRxf0QSOx|CgL#xRIl){efmpC%fQ_S|JpD_N_vW3*Wh2i0LVjMh&v91tsecBc
zs~Nhr&QH#-ZP^JX<3-A^CxE*QmWBZG7_e?lf?n@)hWhLP9;3zyhHmck-8SksGQYs^
z?Jueti`{%J>^R`mygwdiW7CN%6)Xd((8M+34%7VdNf?hUA=R)`dO@kNG*{<7PEYi0
z4@(J`-Sl~1+C~9x{RbunN<l4sE5g(jx0O56zgApyURNcxXpJvuAGd3DQPS_-?DT=X
zm=S-Ym`LjMoaStiBpNn&-@UVp=_NFR+g~<d%vGxKRVWm$1+&*#Fu1Dh6}r+2N$#)3
zv`}U1dEbwdXv8;8qn5wXgivXje{5o4sQOdgWXv!sR)jMV%*Hf*5SfgF((&N+J6mkZ
zdZ)w72SFxx?_!WwiNQqaK4WK1e5qlu-+>*e2X5=|XDlmCyO&h2DunT9f*qm$kGbu1
z3D}}Ls`&XMXpIR4N}fN?X_cqYXctRj9GsEI0MN1&(-}gS+rH$Ww!&v?ONH_H^9HQ!
zpWYLu>_&D;yyoL&opib#t&VR(>t4tdF|NW>A&3dh>bq4=gi{k99~Ejv?@EXx5y8F{
zl)W}gM|AIzu4?fGK3h0HK~^G1IJpu&n<UT)1^>dy-zK6j@*fTvty)*w^u!{js%^+=
zr}?wcABV4GqeB~6KWeo&W-T&h*1tb0CrhUN`zctuJcJ*dPYJ*80d+4W`Un3n9I8p4
z55_~^r^JhGdTd4G4XwZTz(&>!yl)({>}wFLu+tM;U!3glwMhQG<rR$F5zPO(?*5bN
z{QvZjEnf=;(ZR(Pa^zhrcJ^Awp^SOZnO(s7XpZ^DAp76Cj0;wiiXV5XN7w$Clh{`T
zG?qy+^j1y)rG2e$q4=A>U8|x>t*I_}S)ydz38Emwj0bs{|LJXpGP?IFF;nnmCj_o0
zKibdQ3%Iq_3UcO5@<B|&2Il)`LvUt*VMc=Wlu4tzYbY}w{PT-De9XO=?Esp1aJ2`Q
zzY^<l+nB)(!+<p(;64_lLxYSE8^t-1<4#Xr4RZcd%6I?)S(PBYoAJD3&G>^6K&z7q
z2nZm1)#QZNJeCf8ny@h-p&hJ{_jJ(-c(Bb=%{Ew#aotdSVSZrbEYUBRyN11<2V0yn
zt27h}RysLVDmAd~PZ2;a%U|12)6jIRx+@myDHe~ik>lqU7UBrC9E~(r9=7ZS!i>@|
zA+ycCRE%$aD_-N<MovsjB+p~NwQ<a0(@?n}{!CZ5uoAg5(<rp*8}sRFdGU|`0y>~|
zbaJxPhB`%&>QVzPdo1YLLqR9ChpiKj8K$xDNOM1bW{}F-wYrpOJMqa@b9Uz2+}fhM
zdiwg(uOKjzpJqp7#r$VbqM184hyP-G$kC41)`ZpJ??E&oc;0vIW;1dr8o4S2|GYk_
z$3qQZ=e4_Q60t9SMa2ZI*_Qsh(pCt@J-!eK>j-}Rnvj^3^y5*{KjuSiii55<Qi+Y2
zgk;X^fbQ=oJUeb!D#Tg1{4MSV@;B&;Lbxs_KQhPYuaR(H=~ag@{{5P7_y-?WX*s!A
z6p{tS(QGaR@PiGoh1f?HfyuZm|C}BNd<Bha_b(I&*bcNc%T@cRn)1(w-MI???5%JT
z+7h78d0!iN&wsx6Z--0|KH`vlt+wfL-JZIGA6hk%@z)9{F~|R#VN?OAH1NFnk)Oxk
z&en^iP>A!l4{_cCE13N~2FOJ<|HFsgJ}VSoR74N5*qhS0isVLq`u{3k4KLR8zvg53
zxM5SRffwp9(tm0dQc@TEAFJR$sg?iELvKGE;mX_xi{ydPv`7f+t0c=_qacl<Aja)*
zn*{~y!}#}uD$b}JrxQvf=U|9ellKrG;tDz@&HP{2LtaDu=;PxM?P9Zi$ry>`hQ|@u
ziou--V*_QK6t#bVgRZ{^(!T5lghSA$1bzJPI321C1nZugP*YP^9NAx*j%;{(=CW!i
zT@ah_{&MJT$-T1o%Ih}&Pg>8`<Tf=SI>Q*Il!taAlA$LIH3s0+{)!ian{{P${uF;*
z;&`<1|E2LiY|7QFbht@nA$#DLYMF9@j8s%qz5V^2=f_(I-9kYWZ{EB?_UQzLHqQGI
zJ%9cjKSJqKz?m>HZl^lzu8AVij>y(zWe;CvbEwDK536U-h-ss7qR3djv0QerC{#{X
z9u+0hcsAM$=3GtZATG}iT_u=)I*Lv;dGTGZ=v-qP8XEGoY}iK3KF>)5vQ({qk}Gpd
zO9>XPcD>z@`v{s@C-+L=%QWuF$i%!e_agvS(*kuqsjIIaW-I&(ToNIK`Xl6aiF8wD
zr`VopBm-Wvv$6H~L-M?B&DY(Aq0702tD8)uc&!I-V7X0Aj2s*s$mljC5y--!KbljA
z$(gW4OHPc9k0T0Lu6PKEh!BTo```I07scU+;%<Ld9=I|!j>u#B_R`i4X`W5OuO6kJ
ze<pl5iCJT7arXVu&*^DELyWsuFl;OP`}Cq#xbmIgldmA@s|k`_9vagQMa_plq>(zP
z4S58p)A+u1k<-co|7n<%l+=E8Tp;mY8%pl`_wURTMQ_!*tWVPb)n>U7e$jaF%em5O
zZ@vWpW2_7~G*Y^@j`Km)fKVvQD;}cI!JD>fewt<p#m~}KQ{1jB1*Zhg42@h)N=o|a
z^T*;|^qd2G0{%5J4n+??ae(7y44zbpC-RH<MX_oKOGx1BQdip#rYFx+zvbAq%W?ZM
zhrDP*`3L+K$?**~Q)RZ(n1+GD8;Lq@yQTxD=H=r<`>&kzc@(4Rw%j4Qkm!cAvwTGG
zz4t9wo;r1nfySHza7#fKjqn?wZIQnwTTg-;UdwEz)GWxLE)S8wMaHsRt*e!kl(e&4
zBUspJqh;GaaKz<zZ;Ra0$?ocoraQ1eZNUTa&6JsO(WkvFB!t%qUEkSxg6`zjw=Xoo
zXo6i$z!b~Jm%c1q39h)G-J4SS!(;kAs9<s{Z*oglS2tuZL)>Qa;}aj$)v4P`Z$ea6
z;fii`YT)ms?r3@@rmi1Z(zUy&s|8fx_Ea^N{3U{n<;ec6ohpM#4JUUZf&b}lH?X?o
zq)`sCyQdeAEX#Wfo>l*I<?G)tCBb*g=)wcA2FnR(w%#iyXCOx)!wiqlP-9k%o_1(G
zAFo_`BR=0Q6m$@Mgaf(mho1={b5MtHxfKEK{t&=0wuN7>!ATX#_m`rDmgc+{RN!!V
zKR>_yFqTW!C!+xQ>2`7Q9QZ3tNK;djE7<pGnWvd`uh9d&8aqt!@*C_D7qki}&NXg_
zCAoGn71(5kDvy3A(zrKX**iMoFI>!@x^7JffXwyM=6E@h426(aDAYr=hhXuwoY~@l
zQCB_vtfaKGuL+`{t4pD-q4CIPtFI;Z#B3#7f+^Os^J!EkMs#;*Q<GG{hK7aGy?a>Z
z|6*UH9S4H;hezuK{Ym7j>b5Nus2hT`gMKfwcA6#QOUcE>Mdqf_S74iWRg|BPiP~wq
z60fVT@7O!#5E3GjezD!YcQwB^96DxU<LwVmFKuW@`2|~r{+l=a?~Zs)xSX7w-Ilsu
zCC?Kp;rlwGL*)3V_6^UaO4NC!+xkzoXS1Iu@JN~3_bz|zp{)=J2???oeqJouwukO#
zC)?9u%IpX6jj13A3<P03L<!$yCo(GPU_?Wx!xFl<Wr31%a&n5-<aXPgmAo8WxFpGj
zU;8$n{BlNaK59!p4g}KpYw{>bxs&QRMZtHKKPRY^dJF#A=Rd($s}|Q>^pPDp@N<2c
ztE179ii$3D$Ou9lhRW7+UUMG=&e7><L17`+)<t?o#vM`7a5{4z3~|_e*Soe$J5f<l
zOJMzwmuvEI4Gj&xs6mZ)f_V)Mv_Wn1feRpD(={`TMj#MJf#^VTc1<oyE8{M@D}WGY
z8P3W?DufaOfeJGO-2^KbfBae;ot(Z77pUb8JKD>-K<OWX-=ClRp>M||uI2iC3qAPD
z%F4(IBlZvC;7sz@2XP0R<(2u(%}f?on~#7G-SeFRz^jAg$^aZ4*<<Q?pJkGOi<yOQ
z$$XFYfhC<hy-W`${{#ISr;z<zTx11HNTiE7(+12F2{i`;v&unD_&3g-N0T)+^>Z*G
zqId5u*|1#Dg9|@2G>mAw-fC0jr0iJje+MqsdfKx0*NnFw6$<5nZa35Lyff!|BWH=O
z4T)o2Jtf;F$QCZc59}#E8yVobMElJraH#F0O_|SHmiPWwBB8}B?|F<)sL#o?0|rF!
z9TDmRj)IAbi`%%nQ--p#QogeE^gPOL{7_JUm6es{b2uno+wh1So0yEOpsZ{&+ad$h
zA?`nQ$oqdx*S@b*7O9T>l_=UiH-pRg?9@;04~Pr_DKSh4+Bvmv9WUvij&yVl46q}V
zLWY1DK71i!X|fS+X3r{n_!;3!pL4bCa1bFBU^Q_{M@uWXvBnu5pZqu4`vXbS<ldh9
zLI-jH86FgdzpX3KT>}Ip9i{rku7ER)zUD^HNAs4~LIDUO3D-r)#K$K@5lR?wJtBK;
z&eg_{`_J2oJUu;aWgR*rN!E9FRegQWDx#J0KCR`Xfm@>e=aw!G<xw8^p}}+(0Tg?!
z7lP*(7sI2Yz-BGtAqO1f5`*S}Y1K71kA(#+-!QJV2XO6~l%NXG6zJIwuy3x*-$*X|
zaxMuBc*mPj_9i9_z~vqQf1BIZ#!{@4^9^;?h7#YBMEh2B!7s-xu4r5qTHjn>2W3jQ
zVZx6e!Rs&Eu)z?9{2ju06?Jvgm2KBjjEs!?gRmef0ITUh4~WN~TruDWbnt{A=1wSb
ztXK{wXXu^zir6X)*vv)X<X`CoV4|Z5be&@O`uZMTX8`Gmh4YEVpEEPjYdLUc)EerN
z<r2YiZ8hOB@xd&L<$6DAeQ&R4P3}}OV2LWH9Yhcd9WISRYjHZDLlJWbzTm?A8_TlA
gk$?Xme<p#FkFhtj`kox`4*`D<RJ4^pDp`j9FNnfFB>(^b

literal 0
HcmV?d00001

diff --git a/_images/e5388e10365b94fa6a71112c2e880e8f27654973720d4ef593ba7ca4421f4ec2.png b/_images/e5388e10365b94fa6a71112c2e880e8f27654973720d4ef593ba7ca4421f4ec2.png
new file mode 100644
index 0000000000000000000000000000000000000000..cffec2a713008e4a44f5307415a1b71e71f3ed7f
GIT binary patch
literal 43710
zcmeFZbySsI^e(zVKw3Jb5$Ti=kQNaIDG>ol32Et)MmkKSOQgG`TLeTzq`L%Zkj^{b
z@B5v&cbt3fIpd!D#~tJBfo=!x{l<FNn)8{@^UM{drh10}mj)MwLJ{0mQqVx5&{N>g
zQ*12w&1YYxHF&$}d|Ss^)85?K&DhZlrDE*tU}NuW^UQ?N)y&c9nZ2D5?@e9-ZbnOI
zX9p*7K0e$3`~hBjM+?3I>J2712#$l&V<!~qiZSvBEk`>0848uhbyq=F%ROmr(!*Wz
zVXO3({l4?vVdqP@wy!8Kta?iDN4lHwBe+{b8$XwRMrRIvpT(?4{J4V>jeLR%(@d?(
zm{`pxFkEhyJV#A7R)Z6B?9-nF5wDHS7-dFQ4%=s%x{awzv;9e48x7aHY<GHV4wAS?
zFl150@KV1-D(ZSE6kf|4%`<lu;6>l^|Ki;lucoFZG$NvHs8El#jzd8~g(mR2y3oPV
zQYs5CFJX+-v1Opm#n)FX@ENBQ`-6>1f-*y9W-HH+QIjZUD;){94TYZfJkNI)?k+4W
zq^Tr|5R|2=XDX&UEqzyA#KFNKD3eA$P9+(ZP<k(pceXu@RHwmH`1iN?z+?%xxvV$?
ztJoJV>tp1XE)&|s+L98h|83S>SLhx2o-8rDxfwIn;APtEhc;5<l&zU;J<R8Gy4^Wa
z@r?9*JH|InGh3BPzyw1zMe?z|?P!@9-rU?=iN{~_kR4&`Ax60VY2S;6hPC+^=`W@+
zw_eiU@??~fqQ4@2%D=xcxmwZt`Lo!!RA~mU{k4`f*+3!&hL~3@cjnec%Ta#57bnxp
z!^I5ZZX1zsKTM*c!^UUu596<~Okcl!Ye$ZEc<8>nK2Aw1YFE(j)ZN|Py3qBezroAR
zd1HbaIm!9-#ffj_i)W#s8#MSS|K3x7v7z+WMMr#UK@3Vh17}(`xAn2$80m8=mOIhy
zZ#gs_j&{uMC)~g>FRxKN$;-)+QCEL8AT3LTLa``D%A`uYC~@C5(Qoi1M>*`TJuWb4
zpox*(!S+1Zu$>;VNPY2=kWSoaXQ9h|Z}1V*E2XWS9=`dy%|@rO%|7Xi$ZPlB8y#-V
zy8p?Fi+%SlczeEc{%@aj=kea^c01{VnNf?>jxf^e{7%2`XYbv+cW=8Dk1x%%Gx~#w
zElq1%n}Ge4WVWAoISeWtT&;q(Hbsi>xyQ#(pIXPqX-TiEwpUO4=w%K^hAtPe5UH0t
zul(X*5)sip{F9xEAxngj*vlrl)qJTn02A-(%9C2>yP;80<h5>_yl>yW9qBpPoaSr)
z@&)(eY|}S?@`0ykEfFp4>b{|@tbc<Y{PhC{b{39A5viET?|tYnYwvrKsAgcWQKHgd
zu(>tzR1io0B|foY4E?$qJuNL4oc-=+=RdC-)}}ActKnE&6TTN`gyT;dy=#yos~zNK
zr;wPKng&0RI%+pCzd;jh-1ZXZme)SneYQ7k))i(w6kZJireCm;!@@}$zL}Tfz<rY)
zA8Z<~TPrF!SDVDZTB&qeQq38(+FkCygkmHK<G1|5=zX>~T%ud3x_6m?2E*6a_hi24
zNgaAlt!f1un`%<1%j(e0v%2SrOiWB4ge(Ysj{jVjJX&}o=JXq%f>$5g(9kf%mgAlB
z$wl1z_Zju|SACCq3>}VlpJkuzuZ@xx>Q<IXH*PkbpipNg2W}&F-rn^+ODyk{1soTY
zPE2d`qhS)u<qysc8~VB&>EBaUj!j94zRciFB%b_zs!mT|Kl0;8R{eT+;-jOZYVTf{
zog!ED6@KAAF4SI|YM{O4x$E$`NB|Z}s`m~KA%hh1@emhgX6CE(hIo-?W@f@;7B)8A
zo_i}UJ)VJ=uY8H7lh~Scn>Jqf`f7Q!9M&nU<(adC>CSi|3nRh!wMFJvUvoEl*BdEB
z+S=Oax*u|qqn4IPX=rfm?d?O#a&p*F&5J#8PoldoV5u@<qfdD((bfO`F2S3ct(|{c
zN9RM2nSz2F7uJIebM{-e=xCy_>fAP6Z^rzFAdwu9t-$=ehG(|V`o`+L=g$QMg@n*h
zOMR&!z2<>B-e(Iv$jrwfWlPhmw)-IA#w#Z$$M~kJ1Rn3&SY^*MuZ^+E*uGBlax_$m
z$8T!Z>(}cF25Mba$EU6kt2?#L-2H{WK2by3($WIYDte&IzUho&+UJDl=g*&4RiAlv
zpC0{HS6BCc`<9H`u<>fD&oM`e&+)U9ofjwjvgv9wa6>Qkd8^~>N6WHg$28T{{JOi9
zLk#*NDEZJ)x>YuR9FxC(RYLjQXUkXT<0B@1I4ca1BC^G(S#;Vvu<2~wo=VIiZJ_CT
zsy7KaIr-tH@5SnN)%s)|rJ?Vcu!e@l7A#Vut(g{`QWMOw^73^TRuUWq=2vYlIS|<i
zL{wgNn6!LSNnDFjVIvi>9ScfJV{~2{>0cCwJ6fJ<kU)MH5P+V&c>DHkf}h&V8K0tW
z!4-Ui0BESCrIlts-N+kvot2f5ogG`kb*&i!<%(^S^u?(VtO-pIef_Ir)%I5kwIe+K
z{!YIWL+`$ln~g%1Tl9T_X}C3JT|67X*XXCit++YWP--_RE_pEFL?!qXyF!<z@o)~W
z!ftX*O4{NDE&)MD2!l^(PaGc$Cnqj)bKjG028vF(UlNS}w(be}q=WQ<q<^}6$ei!_
zk}nZ8by#bw+|#E|8Tt6Gz=h=;RFM!1yC8A)8%)SFHFk%Kvx7Q)UW$nA>ZUUSBvU<q
z{=8w`?d*7ux5v=)&$SBsY5Kpvdjq?kwr1RpSPKk7zjR5!_uRYwa4zETa6V@H^lx9L
zMPG{h-(Jz}*$@Vk+16mo!94O$s>$JSouW!xy9WoIa~%<-MlI;xM~iW4`Gd%UhRZw8
z9^2cfS)#WYEyK)zRQ#pNc3e$EBLD_}!fUhPgV=MEhUzz=IX8)L_HH@)h314&30skc
zM?^d!)MaMQIPSET41*m1l?C$V|LNU5>N)}gJTSceFaPmhK1l1|Yu?uN=DKnDC`}!Q
zbKGp{ohbiKI^rj7Go#oTvVNmBSe-7fvbRSvzckNBhZY%cvBKJBjxqY*@BicDkim9c
zSeP8<)8S0um8;#5ykb6o{;X@e3Q*|-zcKpj*RNw^WBnkb7<Wd~sqR7G4)nitIRmCK
zmAEr|<Hh;OxF?|-%QI8aw3>da${&B62Zu^^3x8PN_}bOwufV*m)|0>snE>PRWl>il
zfO~|QYV2FcB!notb#PGp*Htx1%pVYp<i+V<n0R6iGbr<KAJE<@2TQ#;Mxmk^q@y7y
z)gQ0qFArp2aov~*gWPViI#dX0x3D<-*P4L)5DTnZNE38yZ*of$e-;2RsXzLih@YyU
zu#ons*Z?l2WvtR#;KlK-xV^>c;WlARXC!qX1UZ~(@4r#E+<o>(EtFJMzc}^Xx{UfD
zXod^$BZz=j#OVC=$i<h$jT)=Z^W(rDNCI2GG#@bC;4b(+-qqLFxkM{6)0LefH)3m(
zeUtrbU*}5#+O&Z`$Rz&iufzQ%zqm0RE<Td}7R~JJEbnSZM~88L#%=e**%0gc^_?BZ
z3fu9ab1@c{O8`$?a^Ads8w9y<ICmYAL?0Fr4aLi^U%!q|sp{Oa4G9g+saZjgob$5Z
zJFZ8_BIaFHxN}E7OJmSI5eYP^$>NJY-aOXP!LHO@SK|{CqY4fVcCkKu5*`=<t1stn
zqPPoZmHl*dK>>GM4`AR3pR?mZOT9mT{(QLU#74ob<LA0QHfSM)1JOr8;a58(c!Ilk
z@9H#qAKBV2E%#?4Q^LS&T^OH1YQi{Px6pNE@|RVmYD1dVEvyGH>#TMlk~_>aqa}$w
z&rn@uxao*7|0SyJSFR?K)Uy#Ft@Pl58@q(_G7$+0$x2029eE%U34}dh4k9yZsMv6`
z!e*w~|8RfYezGVLQvUP#FUG%e)R(85q;Jp=z>l)B@|p_(q$o(*b8j9<$pV7YF4PVF
z_U*pp-Y-ppZRZ3Y7(OFXRKAMknmG|M@#I6c2Pyc8y}z|ml9Qug+^bh@ryJ=!8|bZv
zi*9RZygr-$c=yekORe*tfa)nvyhIV())M2k68mYX`jd^iq_*<+VtEbpk8ROs=%SNM
z1UOmQ+<Q8(uf)o5m^NN#X3l#6dC-;98iFdM?d0yhlv`dswl!l@z4YE&vXZd4gzZ^x
zKC24LsWlWKShV6`d~KLol>YOnylOfoMZW1~b}w6+l0^rDu8?B{_YdkM-(=$c<ZJ<{
zN1>q!Z_KGB@o;hZ&AQ3p<!+Pe`G&x=+^J@eEv;h5v!ntC{rrb+>?2)rv7X(BXcZ+B
zE2UK=>g&Q^mT)2S4{!%&8x)5yV*gm(qaV-inrj^X=`0^(5kK`(`Hj;Pm6~_M!6cI{
zH1kfuFu|U^Zz&gW@0x6SYasaQ?1C$*s4WY=n)pvx&N(vKD!A^LOLcDWeGxaF%4cfW
z&^)*OOoY{26z12;H_IC$uB6KpR4yz2aB)f&{#x8J{1oy`m}DBn0WYqFYTRR@c(S>T
zzx7_mxozIM{^^{Rm&zvD^u_dTeEKGOc<=aPhf7TSYO?Xg3BTQhSlj@|q`o~s(&eE-
z+PV380i$MA{r;G>*o)(ehVM}85mQnwIbxi^a1&8dhQPOm@?KzKVk+Ie+v10I=||%W
zFC-A~uC9-kUj{U%u=G7yz<F8C8&WD^52kFh#AbaUz{2*<PSdrK($DVO8S=?UIRT)Y
z7AcwF|L#LA2nchq${rH=VW;%DKh#U7d&RyTK{%vIcCwy_TgH<6Bc@9C@3#Y3j4|tZ
z-(phwYsDqU>F3Soa~Q~ar8IC)FG{qe;KbKXswwEaR!BUCORNws!_JC6_OgrkH(#*A
z8kOLp1~GHs$Jo0?aVPBUmgL?`eKuL538l+{3=R)7+cK{B_)RUF+#rYX33&prSIFXf
z`)pfCspFz@_1=3Py_b&+JTU3RotsZKn_?Qg4or@A7DFQ=oogpQRac9KhleL^1XVy)
zSz+0qF=Trq{ysK7emmR)GD>kS{}E>;cfPWWG`^5HKR;+Poof#hbK6L2_>Lf&z13mU
zsd|q?D8*(M7lWZl8%nP}DE2+$(k{^PN6xp{{SGP>5(A&3MXT}QQqw!!x)s<+V3ImN
zG{p|^gRf9%TMy1G0q!IKG%E?&rR2ql>*?mjIp6uo^u^GzNS2GLM53tu7tIH^f_oE1
zS)`>IjE#+5Cbb$kb4wVrmHgOe=ug#I85!HreK+&6AAhQ5ZfeH}eC(&sDVLLq@84MM
zgR{#<yQ6&n2enOXxIg1N{B)m(t7qxLHwkb#g~HYBN@TO@Q&ur$WzxUDe2vS+Ez*34
zFzE2^EDNPPo681T!{g_{<hse^=GKG4nM^(;hwN4tb?I96w~cEE*dkEDS{Rke=+ear
zwic5^q(8_Wp-?wE$Pb5yNIz`3yJdTt=lcZ+a&_;Cgev$o#ZkclvWYgLVRffXg#T2g
z#SQQ9a})cfeK6dVz%8QBBa(UFK3D-C<4}osgD>#&%ahEPW|cT!xdbvlx1wYFHC1EG
z`a6a&7^2j4pUL{<QY$(QmQt_q$@@K+zhLAltVm1y6)AlKT_JCXU35#=CPN|&5I2<X
z=>vaIDC?mD**M-OP^(@M`_=RHYx5n37ePpx%)Ap*6<2N9kDe^<62K^SZhMcF1gYfp
zs%&IUOqfv!6a@&}F;Z$;>UFT8TUq`vU;BfwH3iBDND|&v@BdD^B*H*TeX&o?cK?H)
z@98`P$}j6)Tn6OektSbhtSj{RC@Klpf)|NAdR6UEv&TR#Z?zGTXM0mKaS&CFV~fDj
z`|$w)IA(Vidn_kwg&WV0t=l^~W`SZsM^!u<z#90Z(gq9z|MNM8!{g(jWtSYy7>nDt
zF_8~So*&L1j!&Pzv>mS+G!xn@`q&zfB*$`}0!7qfiN<Rc$qr+tZ{N{@eu+~>WCQ~Z
ztDL~sGK&4@!|B^LWh1fg>}BGoa1$AupOVKuGHHEhBDBkvINrau=-IhbufcW0jN(Hf
zI)Kmb?2Jtn=9=u}e+oY9n)r8VRBlur$#O+iCSH_l*>@~5<3*a&21y$RPB52i>ODD{
zx8fMGm58?XjSD~(jJu-y>hrkdSdd~YkR_<=KHl?$%o5I7@L5aiZ_(ks+Z1Gf@)VEo
z<OU~lYOX!>-!<1x^ed3Oq|C`vf`k4|8!bUl$Pw2gxi6Wyt~s>TQK&!!O<Pt*Js6X6
zhk%e_$Lt-2{x7QZi@%$i_Ek*TKSE!Jk0rO}+7FLCd{*|5?t}z$r(2CYBWyW3_Wk?c
z{Id0o*a$UJWYDmpW<Ol?WNUx_3)CpHjuJ(@fwVwO0qQeN?L{ybfFwl+hZ6aQi3xq=
zp#V&*-qRNp6#P+c@gSrO!X;EPBL|uNmOt_z@trsVii7;ww|;8{>h}_07+BfZY6+4>
z^9u^vA$<4eJ>&`s3AvQBQu>gcjBxL*^0i1s79XG;5~Mn6_uMxiYzqhogocH+$X~e?
z6pTk{GV%F2?{tNAlyLlgLNmvjtBy7GymfB*Y2UVg*{eS%My1tL5rv@|x;&Cec!<c?
z8ZGW;lB#L^(KpCJV?M>OR4y*|vh@`$*TH<NB_1M?uOjn2YjDbIMfu@_+<ZSynf&tB
zI*NvrF~?!F@{$SMhr$gh0gOgncP^u~xE!rK4qV@S5#N|6x@Z1Qk(M*6O0VjXeOY?z
z?KEC?Zn@t#o2PrW8#w#%etiBgpm(WR-@v7i=ZQt7ZhF6E?3*{2!agRvvfKOklXb>1
zY}Jf{ZYDp+)0dYVkN@*$$IJ?BOVVHNo3l~twcDF@u&$dW(nQ}c+g00+i`Y!o4(8T>
z{D{HVbSfxfH(_~EQ0KnQ%*?{V^v>X7{7JQ4a$D{ZgU=xv=inY~3sRdw<Znl^sLcq!
z&3F|-Zf-8ZBDI}A6{OC{%!CMT^7c6o83l!0p|-?Z%*&TEOG=1PY5kUKW*aN|<u;>&
z-seY4fEkpOl$sNSt?g<qAYxy&Z`h;Y<l-Wxql*G?I9jf&p+O>bwyOyg1l|>?Lq=RY
zyzPy;P4S9+ww2wk8pt-1yFcVnehUjv-^Rtw1B8U1ke*|JT^%cf`E=a|P``$Fr43!q
z92MAF8?W2!yC_EsARwyosg>*6w5#UWd4~4YTfg|x`DFzuV!x3i%JwMP@4FU!7Aj-j
zLW!ts35L;O7vinF`J(f}sy8ocFhYP2f2U`QPH3Sox4%fzUV)2&icA0d<;<OHg14xO
z=VX7Q&A?P3&F!=;;1RY$I4W)xoBR=4dC@VQMw<qP%mVqG<0~U}4Ezoh>Xk1(qa%3`
zCib-@+7kakr(xdAcsE*>T2h#_^4t`4SJi%%nf2(MH`Bu^Io@B7F!VXXg!tri^yHRF
zJ2p}^1Gt4zT%N2G6|otaQM=B~jSnHUq2an_U&@R9$4I{Y?6`=lU2G6VEo5%AK2~Wb
zfrB=a9zx#=XyQtgVj#k*YJR%k@+FEkU5z~!YJ@)n*`^y4H6Ns2h%Y$aH1OWOeF`N$
zQH1prj`r$|$80NRlDJEEier`r2NnTM5aiK1f)oUZ4?K`wSJR$uNJgc-4O8=I)BkV@
zi%>?*i0G}L3^zLGlU?_2*1-dJiWLm9y5()MFu!G^=BH>yZ?!SoGv=7#@m%2yo^g1Q
zt<M~w#OmlF!}WCV;I~pc^H)~pxM8s=tI0%;Eav4W7?XOo*K5sCo@@$p%U${*tB<dl
z5PP;)%Q^S>t&Zn?3Mpk<e^{F<WHf_vwxq*oO7xVxw}*~9G0{<?qBdy6Tl?Lra&Dr=
z2`W6>UHU%k3%vt(&W|#yifh~7cqrD~SnKu=2vEwS$<miF`zO<Y+V~*pAqX&JR*fEJ
zCMF(**ju21W+8tO4&OXJI%?_byW-*DVRwLlKW@D$e1yw@h_dj*RCgLG7|p&c?flAv
zfR{l*BRz8R@^mW`l13cB6v@iUhDJv#j#t_C*SXmvv90)#%k3-;*(?nvpmz=?-57xR
zjYh~cpjXjQl4rXEkl?s+adBsW^#^vv6i^tDEf1qoO$!Yh;8C=hlrrADIcmU$jSdeF
z1cdn?w_m8pCuzG~`(^ktB4KrS9}^RciS-6Xf4Xw$?VQ@8wNEa(`Q(Esf)OPn4jXwb
z&rs@V)fkTPRLpM(*3t7@jSc8aswFR5F?7~ygkk$nnUFmcOA(9<y^XzFvlrK-d#z=V
zq|>@vAtUckf|Y#X>luw#e~aZR^N!a;6_~%d^HQ@IOfBo5dzZBpUw;=zwd43ovoAYF
z4u6y8K4sS1u-SYviOD9Z`*cCkrM5{}_>ilfJ|a*Z9y|8BM@;S*u`yT|J7{$qD9f>m
zXY;RSa8PBEmpCJ%I~(KfN4gR#pOlhP>ADc?_xh%)GvS`hG=Cu?v$|as;Tn8Aye7`U
zY~?=R8Pf@<d%Nw5GzwK;Uta={_V7?FrSPhxJ3mx}F?@}O=%!yHbGP>|p`-t(wl@TA
z<1$cQ`F)=x?kXwC0L$JslO`WR2vjth%wSq-Y%I}LDQ_x3!zk3Uv-l~1R(DWbChZP%
zW43zZZcT+VVymvg?VtGVJgIYKVrE9C16;B#V!c;BX;L~PeQ|U}LsPR9(CJCj#p#kX
zHt>2tep{8-c)Ib}u$!SUxZVmfifiFW^Wk{EBT)$9oXyXnd9uz!nc2%DcU?_b;PjTU
z@}buwm8g%g;lyiPg)~fty27t(b6U|=YA}^KQ2DE(!ru%7_@y}(G>BPEh_wt%6mrc}
zS-hU$?7m97okj)~7D*|#6t2J+#yxAY1-p+sBrJkTSbQ}j=QIjfJy$&~CZEyG#$;cN
zVh#&_Qo@it>r+s8c_Q(PG(sU%qlakb$)5PVYY)+G3g-NtO@Ek1*3w7<3pMn%pAqNn
zeAMTwS-iv%KSb{PGcs^|G$CFfA#Oc2vn;ebWDwU9>QBcF%E^m%iB|x;`|<;SR@)T{
zxYZ1~cUwn)HwW%8J=^_(gW@dC>my(Y#xNm9<)aawe`Zk}CsikZr4)pKJ}87xe!!-J
zb~2P}0Jsw2rMVxMVMI{yv?63S!jS^?0dW5%L=&%W_wBh3pa<^2YJ0-l2lPs_|0Pi5
zx~#@Me}AJ+y6J=k%rQGBXDjgW4(F$PJz@X%B*6ZXxaY2AJ@8Y9z89MpvoK+ha0zRB
zJ#)hMXpz!pqy)|4dr}J!_Rpb$L--{?o0SdKe}C^A)H>rJ#DKXuTakWE08CF)xC}MU
zcM!&_8(uKH*d_j+aw`H6kU+oSl{(#$|CS(}uT4i?dAxfH`A<z(H~bF0M|-YCx$njK
zNWF(sW!O0BX+u^hKA9|ggWp#f;?w$~CMr%o94&*&%|-R@4#EZtUox8Kf8*^F8D;cl
zeQ23qVV_T#j9@eyRh@YpH~hB6-g?j2e6sJAqh&B>b(!Sh(w`90()p&Q^t2pwCRr(}
zlakd9&s>Ed3V)Xi6N-rZPadyBZ?nJBZunuxb_J!jH_xciJJl=kPJvr4g7Ky<#={HK
z=DvG#TL+%mpZ9B+gu)r$8kQN-%P6=-H#f@^=#-)(Jo(ma+vHH9fGHMI4oA_7nm`4>
zPlb<7NT>)<vGmyhTeT)Ss66cNl&i;u6MMgY|6Ud2<F@pr>g;&6c%;&r64ZgP3n(X1
ze!Nd=X9}yQTEoe?wt(J22yz&|BKcS!z#8eps{$6^ufBcvZkEsY2v6#GndKzZDN7^F
zzVQevU%ODw%<LLy9<fPDk(7qs{XY9gzxTTr9g)m;xI6GbU0d7SR|T-qGJotJs8<ot
z0({*+6aYX_!j=j)t9OJV_EV7t4W2cU$x=Wic<=V#Ib5%vo=}Y((_h9f%9j24NGP?o
zi+RQ*ebhKjO+A>v_E+U*jSaT}F13NzEE@OOA>$|MM0~#6ZAo?&V;E1ZzwtlDSng#G
zT{!=&g&*`#XJi1FGv1EQP8KPt^Y?p5`jrjDdZ@Pql;;<SZ)>hckd^3EL#nL?yN#8v
zyIE;0wOnR!_UQa*t-wqSwX<0@X=^7y>+(LSd{+k1YEeK8fb3>@#$EH*hZG7MJMwA6
z85kH0Gbt->#@14=X-+l_;q?@%W)476E1OHM&ZNTPjxMulr@lPNlP7zit~Kka{3*YK
z?Xa$9ksa{J<WYj^Tuork!y>Qa(}{!Dx}-!BzZY^|wcjV(583k7RyjTbowNMC<?nkJ
zq6MztE|b7d1uJ$pP1FaMcUJ^oX{{B-X<_V7-*j}dR#6x3`RBu(Gmr1gqB#Z~b{Umn
z$KK6Tv|n1D2+2S(2<%?_e#--G$|Oa+@oriSm6_+#s^wXImT&^5AAED;e(#P}U0fWc
z0&~CZbnS{Zgu?m-6D4c0Yp-=(=J&#wG2HJF&ABZ_&Dq*OFl0vmNZ61lh07@TL6cQ|
ze*4!yEY}cspoOI+I|2dt^DmMae?15vaiGqSdumC^D<2`l(Z06s%<<!n#vaYlDC1iL
z89ZO&2j!ZXwVKk8LN~Nwp38u&(_g433Y5iH<HvS(yjb{DsO0ZX)ha%~6>X20#>_UJ
zY{<iue=<}9c+J3l7IVUF`UMDu*WYtLMvv&2E87shcI_HaPe{@Iqtg1(x1^h-<m7|j
zrrkrV-?xzZ^>CzaU<|X_Epg22L5x;YLc=b~E@s}Tkl1qyUbfTJ(h7Q9Zf^V~k{VHM
zN=-WnuZlS|H%jvG5O8pC*exyEV4Igy1C8Y@ky<lo)$#fHypc%aHb`l-KtCed3?$BO
zt7-|C6|E#`UwWw5+F%uIL7i<1+!et#nPkT3zdUV<qmxs*MlK@q0`~=c0R7kQZge#l
z+B>;g;pb;35`}RI3E{BLh!GN@*q{NqA4H|6h`_w}o?8~k<87c75IUgJZU6`e0oOI1
zI5!n^KL+1ZVo)tR0T=&Bm%qHbF-eOQEm9Y!PSw?A-@ska5_lOAn!FyY6g)03@j9?u
zSXvscjdDZ(_tG=~MO<nyh#AO!kO>t}wra8*h;zyy<A0af)EZ~`0F*EYeMtO<qDH6E
ziX4FPWl*OP<;s1nw3FX$Lw{j$adem(v?xg8_W8Zk)YO0_gLMn5;@}a<W)Iw)5c#Wk
zT{X!sH5IW&*zm0m=2NztZ1dRnd1RX)3Q`7J$MiG<+-plDwb0gbW{e3q4iJst^|gCj
z3vV7Ui;7aVg<R>3Ws)y(+cXGq0c65&J;dGK-ahl{4!x|i^9_8gOJ8CbVn7#;q!lF;
zjK>EFrM#GwnAjgQm2oR4W8-xBWeg+Vf_}@1B2qH41vR#J%3v1RbWN6^%hm)wJ%cUV
zu*nDf8>wg8{h4>3gH_^N$}L(@{@TXvn+Pg(qkz&Oo2+#ypLRM;@!Ig$@otz_Db&sc
zOtarf5{7|>hW5j%a=#4nvF8l+B;Ck7;<Zsp=z1!rt4s5{FEu79>8ehlw)5r`9a3nA
zhquDhGAZVIC%#`3robF$CX%>Xw><bxw@?we+|kO;4NuKMD`B7$uXb}&;K6gTue)4T
z%I{7BuAVphQ(l`)H*Zn{m<j^jdeHNQ2w6mj#wJr4FYx^i8xuD}QhotWYZ)G<1OYXs
z$AyHH6hik);O@O1dwPo7h#)*KZGA6+fA$!yOp9&wjXDvH!rW+`{0G%1x+LJMaXmlv
zK=2>Hgi9zGZW&gRSrA&}l$5Y}^*_(>i)HhEdXO4jQo{f7<Hyg1PK({-Z{NS4>wd=t
zUIxURfJ%efb!&TD7K&Fy+`OMEMF&M&pkihVl9}M)%JCN0%65bJ2$GSr_wk=>Y&<-9
zINvKsKBMIpEU+SBCEC|-V*#ZVSyECm?x`9T+)_?|bbKtw8)w?~l3=f_p>Oq>gi5kL
z@4>RZ4ag}sfC5Fn41(L#)D#K@sjVY|(i9{n{`mW#w|=(`sermfT%U5K8!mQzmJ;>y
z3IiePaIL)WN9LU?N~|QXV6Xu8wgK&eaIn7Te^a6IDSJT&>t$`t=0mT!*QlO-LogyY
z16~FRO7Y_SOaRvKxTjRqT~_RXA0ttgsujBHJezNgDs`X30|B#&9P=!XkbTGS@UV}%
z*d%@aV0dICJ}WEh)(A_??DIPc!zG>NDZmj-3$lW_f{c<f6AV(PL~JlY>##0ULP{Zi
zb?2WM@W0>x|1}QkZ{9$h2ldr^tK~A`;>p409esWM!YY@Auf+F1@S}nHhY&!B76$1k
z+Y_;v0V?mWak9Xt6DI=%d}ezqr0!KkDXq+}x6dkdmz`_B*eOQAG_kxv16Dd2=2tgd
zopN5m!eAB?`&^nRt7U;3j1GW?Niq5=j<4^9xcw5C=@9Q8<f$tV(jdVZK@L>Q)j|Yc
z)Xd@bJfi0yS}G{QMj+vU?|`|=ZZdpiWaQXWxtAWSespl|`t##eSV~coWEtYGdKMA8
z1GQ9c7w}A!j*gBcuIsw6(i^^yQ%n2Qx6OkkY9>3?rxpAurdLuB&ieJ6H`^0VeP}3z
zfrcOjBs9SXX<who)b=MYTi)bEJB!oZXCuYBwTm4vm>xBG_4=3`LF3dmIsAq_V2}xZ
zQ`=^VhqtvC-3vlEe#)<>VI3w&Wr18j5MRXf^c!Uckj*G~bb|n+e*QAf%g2Y*JL@q*
zf`a^zLqo)2$bl>OO&;^9hD21W(z2o!6kH8D=4bK(!kWzSI||Mc;B*T?9CDzz=zMla
z?-B3s?}zacp85^+eiYaVZ|**&_?O%Jg$GC-B$P=SpSZah#2H}q6ES|Qk5{vBarG?j
zfO3-oNk(`~8^W*o_oOhOPtqWN?2X<>|5uxR4hcpcV&!{2Lm$2Io1VMu2)jRQ;6(rl
z&`sx)c7C#_Xr*qUCLjC5n3gvH>JsWf^#<^Qf)txGaC|5FY72lBe!wM>S8x7&<{>AC
z{&Qe}t{air;U&JlY1i?O`%?uO9WeiegW4p)Lo4RM*m$<DSH1cvJKGePU&LJkwl!eI
zE&(z2`ZbAHGNi@%nU=sqh}wu35QGXQAtBNSxAwH;C6mn~{=J-F2<2_&<u~71SXgA%
z*H5f_j#t}<7!-GcE8x}Jw@)ubpZ#R@O8!sv3HXc<-gIre`U+CtEo~KCi?#xpH-pUr
zN>o)du&&9On}5<gf^cqM!}DmoZZz<UR491UN`6PNUSHd`G08jWP;|p8AB3MHN>So|
z;ZyEx(7G*1HNZN>q4_BdUZsh0ydS=4pQ@`x<2~wjm{q2B-03mqe@t8VSiw1D*5c-5
zFO_5>QG>x1S)#PzRq(Yslgbjs>gk|0Y<vE=@uA@B;IdIAPSl7XbM3%ZdD4bC==OVQ
ztw#Q%bKahlR-|eMU0yYSH_(vZw`%kXCsS}Ch8xM2|D@DPhOPL=wVq)R8{mdr){|3k
zb^{j_0|2TeNAax0)hIA7AP?W$TN3c_KaV{7L2A|TXsrtucvSVHji$>juE4*5lbIH;
z-h<NS^TCvt01RHpPNns*NqZ<U=%Nashi}hC@XfUb;}N=mM04eSk{Ge?*{WfG);-F4
zU}sd_v^Y69WR;b15eXiM784-Ga^O{^0xmg3@j;~3pdgIXzo{1puYGmpsfC4UYY+}B
ztINoDIvIQ?o@t!vfek3{GHyJEkCbD!BSRLMl=5SiiskQ4y9?JO{~l{!z2yNG5jikd
zLGBd*hbTf5aXl(>)&pmonfv0qM+j;~c!QBTH$Is0(O_%K9=G-M^2*G~`T9py3Frz%
zU@%rDhRVtWzkLw61XfFDUDw@Zb;SIL$fJloOoy97@?@<%r=S1>rKPPs7jKc`uf*C4
z0Vf=aXpp>25gUrX*UGP4G2e4Z&_Y7M>pQcQ>iY$Vjy&68K%KGRRXCXTWk4)nO+IIc
z0U$(1%IDM_02=~IM&K#H<B9?5Og^*!*WuByCw<?qUs}NT_nwO}GNM4<YX!v&YT%PG
zyJ)LslTukt-LQKJ$|D~e`D;GEFA?eHjQsI_g$aeN#X&ri@2A9?m-=NWkR%zc!wd@>
z6`-Yzk@J?IiZ8PZT_ucOu^e+snOg3&f$81Q>A?q-Om=m1UZEezlri|``6z6^;yC>C
z#%SYTmQ@)F7C{}H&G(r6n_|#Oo=+N{C<kJiy<-E#O-h;iwBF2a`d(mHz)xIKZf*Dt
z$7%f{(Xh$1c|O54ahCh$v}A%f=-!L5%2xZj)b}astGBT$u6ZJFbK`epIPA{{u;W&H
z*^6(;V#qA=gcQfk$HXdUVw#Z;Pf2rVO*w{crZshZ%KK@gXdFgwo=@&0g^O|GQ6o9T
zwQElHUc1$bd}fK|PHdv5X#VQb%U(7ay-%IjRIU|hNH0gd7r!O#_>`ZD-(%+~P=_dl
zNcaKM6!H8L?t#>`)qjU!c5m3Q6Q<t!B9Cr`4Adx$*wJyf@BVjXRPjnTAng&)AXpps
zH>WpC5J$JGdp$Uzcfk<bbbibQhRv5iH_e0giKy`2FJ7Rbkb0}yZW3|70(HT}#f5kI
z3Vr+U-b5q|qnZH|{^OlI-u(k8)oHW{9Lz>=qR^O_%cy@WfWVGyuNF7W0XDy_u1?Hr
zP#+3OZy@CWv0Zjh8qUBZy8~%HD#bV1Q}PXDLAb6tSWxXv=X-ogSsIZH(v7@{8G8Kj
zg<>yCiQ<IC-#$t(eset2`jF1~xRyYti-*0l=3d8-_ta`y<}yQzBu@=_3YWBpCmD{+
z#8UN4?5B@<u6^yY{;>aWxmWCkdPIE&E?FGy^T(NOe<FhU<E=$7U#k!qy}`^VnTXs`
z7V75gWiRA!d&D9CG=~rUA#MnfdXXs0^`@)W#7Uh!g>GEKf}lyb%A<-`lgT4A^I9<k
zW>Pm-?^mw8_Qh7*>?;pY?D_mm*9|SE-F!;v<8FwLSc%O|8I{eM7~Bl+j{Nbb7p~Po
zpm^e3H=aj??ET8~${dnw;+X@kqMN-6>dywTr!q8diEKKh%+%C$!BO9};+~W~uPH%4
z>Ug)m*dflsOFnUU{^$8)O|-;_gBUASy}Zu&t30^Moa*{^3aSRw-=A<ginHO}<9yC`
z2M-p{?L{noXU$D>@rGR0R9cZlKc~3x*f)<}!rfxzQkMPYO5<7lx<CHz|4EVcsfeKx
zKnEOF+9y-uvZ@V6UluX3k#qy#EFcg&fUVAIycS%+`aojxHSB6crHoe|8JwM+p`qB`
z-~g-Wc(kWV5G;pQsuKyWGqfDsSRWssePDANJof^?v<A6ya)V1ifEZ39d-pC5lw_`(
zQv{j)p&OHRmr!6XMdUxg51D0UB)|uNSxU~qfnOZZOXkw0UjpvH%0W_RWM#!b+$f03
z4`odT1ascROe_7tl_XCwTM@Jx%*s^n5z8{hrja9>m<+*7&Th?LtsD9y185sR6!*Vf
zR)5And~)t6yr`;47Y}9$j$eb8XUK4c{r%&jk~{URE`U)+Go!ONzV&HUy27KA;VF|!
zSv_+H&SHL@G$FD53@Eq)NS63S1G~b1(ll-cXL)AxJq5|vI3DdC7GBxk?lc~ujDpsn
zQ<Dbyv_=iJm%S%~>wQm%{CZD(I^G48(X7{T2!1GFFLdy+z30qE)vK*z`>?aEmotiD
znRE3*r%7+b2A!Aut;AXK9|$Z{L|Zm+Uo=a7YROZP8D%ShMt1(IeNp*iE7GDBW}eHt
zq7BvP4!LRdU!+l8qX=IE4={TNa14?IOLU7b7{P+{AF{6Wcp2mo(96dzCM8QR8V;r+
zAQd5)1O#b-jL<O>H1J>K+{LOwXvAoTz)=d~ZHUNc)AG?0hgmu2KR-Ks^u9ytbocNu
zh8zcKBxI#_pfR8TT+gn<!^0y6?xBPyR|^;5xYdKOVxWHExq^XS2JuS)DT^>awqq4&
zYUJN8!1*-0`)6SJXBHk*>PW6bXw-cpebVX|Mfn*S2x}|@bApJ7Xr?T>>uEsO!XXp*
z4e3ZEYP5gP_2lP#rb49=bz8gW7U@{X`48=d<QZ|_wv=g0{#k@$8&8~Ivc!*xviN4E
zcEYh@YbYYy94xJWIrTNOfWoKOdUh<=Mf=QZ7*U>?9kUgAqb5!_CrMCRRNt`o^Czu~
zMRk)J^^0?Fd`Pb~o(8`Tm;R%o8y|?5y;g@SfA(^;KpJ8zAI#-ZEGOt#RKz&pC^a8Y
z&u+jA@DomqW?s)~npThV_!YO}!~T%!o7z`ayXhv}%#OvqR)WRf2I(&y*6#^izkZqI
zZW}>W{taCR;l4c-ZeS7BG0|q8Cl+4O@46z30(QmVvGGO0L`KHCggyeQdlOabuRoD2
z`kv=}-lrziItwkhkuba3vDsFOedS7s4!7&gv>XsiswJlsBdPo$S<l58`m{je)=v?j
z0b#kyW;7r)6nlBk6JgV6MQj{$NGT{@0&uULi~;2hP!pR<LeTQ^GR>{(ii#Vj=O>$B
z{pMRU1NqW@DcOx5I$jD4o9InSslYO+2sD)aN%?NF+m!6%$JFQWK$-aYiJ<oD1Y6D4
zf3!>mFfszm0p|KcAlTEjIJXBM85#p-0Wm`eR21uqRB_BcK*!&G8sz_F=8*y`w4+Eu
z4M@_6!Td)OZyR=h-urOlnZ^@W-$$>M+xe%QaV@4B8~hk$Ot@ui3561M&=Mt^7X?de
zuA1aK*=JrKZC4&yDDo8!>&+t4dlK@qmI$Rop6(YRt@WxGJ?t)cDn~wY%B&pYDKkHx
zuyYxXx;t??sg+&pV%KP{#f?6(@SSE;kDH`rW$w~rKUC)E-WM)>ie;`Ihq(%;lG0I(
zB(WFdH6CW6kvT_vi=XDSH{JGnZqc?&AI@Bg*(hehVa6%It?V&lj-V&GH=4Tlv4k^V
z@>hOP``mG)#$GC|xzhcOzT?MPK13gjyxOch3vb+91^ySjrIF-Z+G20-+__`g5`al)
z2AvdQu4`1^%!Qto<uNQleBJu{SKc6HH5vnjxLgsp9*odDsQh{A_KUrooSd=o@nOIL
z%|wY#q0|O5Ik3?;8V(G+L9`?cj6#Sy7;8d!_A>77pWCVs=bZ0_4;eYREa$scP`4q4
zOM}>efdUJ)szn;lKg`^uLC6uLaU-Z>5g`VOoy#c8>Bd_iw^$(d4k&J=pbp!HrkB}^
z^UaI3;W*c|5n?DUTld$;k+!K{%au8rTWf%^0dHJJvGeeBKyiRH6wD)(8_>VWD=|QB
zK9D}Ekf-*NuvVm-2@aR+oO*+H32QDz#2EXE^K{l`xC)WOdD-`8-|xQC33BD}raf!x
zvm$jkSH4*w+UvzZ5%HraD{rbP_HXzeJEzlzdNlTqT-wS|r^WZIp2OvcWL3m&Y9LCG
z1hZ&s@Ab`8t4l;PdM8boe8Cuwxg&oB@n2!9Hkb+KQcaoU_88o|pxH0LJnT;AaY|v}
zYkuU<Ot~mCcrwKK>q^*x;!NE1&Q;ax;T_DZ6)`gT4ox)cO}XkGJ?R|6V##vk5x3zC
zvdk2+Or&j=t{Yjof4npd5xO6U(;LfD1=?KDtrG&&1J?RBhF`=HdCm<nhE?@hsjWui
zvGO&^<hJB5C=@fJ_ynba<AH4f0L&>%+5Oap(%T&!59zRT#I-kG`nwW5gT*A~b1DYX
z&SjJz2q4-;`Z%ELg#6Qsg!HljG&6z%LwL$ZMh1nrOQ6yiDSu!KT#Ct(YUd_2q#UAy
zd0VH(@tSU>6=vFs%@11pdVj=?usU3P=jqdr<F*D8$v&WOT2|_w?5c)^g|TyS$%C#b
z?y`b`0<jgki^{KDtsSkj*0JA^d8@>_Z!lx+Vz=>_JWQcFsdYusMSQHGzJ6`#)IYC%
z97KSBSav9rl2-m!cuodmxVKrBWz4*^7RuBO&d~GLFH~eTB&D$X63lgN-z&7o%tRsh
zq^&ReT-9_s`iBE4uK`bG^#i6ijN+{fjZ=HRrwWR=U%R+&tJk0fs0|7&Z|3{Sv4P?g
zTpV|`#Yb5w4`;zdGgqEbyZc%ww(BGw4gErJzAhTMuMbD~ZJCm$GSvYd;HfLLPG-WZ
zTImfwk`T*XYG8^J_kE^_;WZz=f6Q~M!-QDw^xfchY0peX>1*8DEk2VON?PQxzkHNG
z@Q9pnw9_7W^)Nxpo6l3X`VUoYxo7hXt5e($$}c@^c+WE^1*o#Z(1httI5F{pt+at|
z&I^Z!de5YXz|;cgN{jVyof?Mt9MbpqC8Sh!XiS4<q#N#Ak(S1{_Xjmj=-S|_bc1u!
z2)A7G+-8--&N|bym=)8M(ehRN`b`46??lI<?6VmbUcEx+{rxWE@MT}r4;h9E+=r88
zwk!O%9PK|>jowq=J5sE^!%AZO=VunuEy`=y7zyh7XmMD*`hO*^KPu9fg<=s*?`S}g
zfZs%(m89mD6WGN}z9mag`uqFy#w{%^nZm@<sddinakx$qkvv9r^(ua_+^ky4`}Z$_
z`<Vr_5f~E_bCz)boib)t*~;qzFl?rQsS+C(w-r2_2(pNzlb`_20Obcjh8Z}2=#^3g
zQ2~P9l>0mZKE33KRL0rw{V(n9NIxyoPy~G){(gR_wdp1X>9bwZp`s^vX)DJX($dn<
zd}#u1V>Na%q=0@7&7-I5_P+TWJdSF7(&ZqG!p|nv4;kIyJR<tFz-e`~FxfzDt4;A>
zRn(St_YV#>jCWW<7-(DC%9}ZSzJ`1?@+aQ)G<JmdOLc;lDbOsRRRKtBeOfv<H>fcZ
zlsEr5=Nn4p?zK7H%Qfo+6yx}o<OO~ji<p6<xO_Ea8lnvPB&Ae^a^A**dd8(VfCH)r
zBe>%35|M9Q4(!4OIwtnsgu!2~ccJ~_T4vML8f>|P0<08aMDz;;l}#jU5d;vG&J%(#
zJzK2E*KXx86BFfVjCdL71s%`6LQCFSoYEu;%3F-VUk(k8)$>&sHJifaFkwDT6Mf8x
zp5$4%pn)?MlxuWD&$#^I#kqQKml;WWC1F6zQ~wT=z-o=(J34Vatd`SkR9KnNK0rW@
zCB!?)Z&_aOGYD|>ST&*J;Wh+Sq5<Z#6`?kpU=60i?NR2+CQ2yi*=@v?B7;K-4}vG!
zq;DkT|4&K%Cmaijp!IugId#~Gut-RZPjTryg1%u4R3wdXce?j~^tPaBsmz^&z@J%B
zL53K8fx$)e!H{FbK8Q>XAUCi8j6knTCzP)fRgc)-%mRbf4Cqw=_zfUTGC-oysdpEE
zj$necypX-j7%9Xyz;FJI3RI2?>tRC3hjxXZ1`0H{z{<W)W&k1*bnK)-O#*E`xjnyg
zus)JJf2h>H-aG3NbwDSTTXTK<dfZ*cxVu}{u1t3H`gx+dYHIpn6js9wiYT>@<uWF@
z$MZbFI5ef$Jo4U2s?`!}#Z$V5gFU*M)pho{3TwO9xQHW&saNnaM{y%6t)lx9S0x2Y
zNcS0}uGogr%briUKb6TIx4b<tw;}fV%fPK9H@qzU@Pw;t%E4q%@coU8NPhn(io#NP
z5Bti_b6wYUr_8E$5Y;Ve)XJZY=lljZJ(;51*bl9VYs2!jf4ADMj0dK0A+15!Ucfmz
ze)yTo21sw=#!wd9_y=g_0U}q|HW`*wHqN&FLS6&l4iH2iR*plfXZe7BX63`|8IP?Q
zS=MXU&`{pq-bAFNfo@YCmjT*;F8o3yOz~!P#Z_>r3^#Lp<{2rMT2b}P7aTOO6MKv)
zE8Mx!w@Nvw4j5Setp;yLM9e{Rg33k6HcQ=hf=F%VaukJ5LDA)|Kb$Il5kTI$Xs$lE
zKm;wIND2BWG89=TA{a?p7Rf{hlL;wViykz5;1;2}Kcu^-DB?Cb&(eQu>MVFiA?mhv
z?~@Q3uOHW-OSOre`SfN<^RP>3y@wh)u`r)wJO&!??{e}mzaKK^XQYGIp?6lglJLOk
zL%0$*MSAcUrT^drm%)O$oqD|1w<*;OHdfA727k`r7vZWkT9M1x7ZT^5?irt6QtA?)
z-Q^@^5fQ|OHNzG`KBYX$^PoJ;R`HON?jo|?gqS&C<euEGw@TMcDr~8-%d@OvlQeuR
zdJkoP>4W@*v%Rwep2xg>gA(VHx40aq-ekh5%pDJ2iWoOyZ$Dy|{E8<)>?54Q@FsMF
zTQC>H0QYg=OI4ru!!aO*rnzlSAssA0`!AGmgK&Ha3*S#Q`>&1{v@*rMejNbBa~c?q
zkS;7vPW|bGJsPOC0m&oH*pRaULz95B_SUbtFD)~pK|wEHnskJd3pX-wdPHmR-i}Qr
zIhVqXncj&FO`!03Ki!y-!3=&RJR$RM%>e%(PP;-w)usK#XV0F267gJu&q5xVJ>OHM
zV_=yX_a+D*0_ulCFUe~7@n;7n@E!O8pfv)WnVp@z`5s@xLOO*gAyyxoVwTm^8#_|s
zNrJ=2K3@M#69EeG0&C=wAx+)7d?0oLN?{%<cpM1iRXW@xvTXtg$6%TW06t;f|1y0u
zz+tPw6zEC=zaJ4E1$Xm{gUJwt1ctATG<b>b{Qdi+NYlU|8iENU91(Dk0&s3f5`soE
zbWryzeN+-~|A+ho1OL<hfl0f+AW$Iy9;)GWv;V@9JSln;ACFT$ia3f!d&a74ffm;N
zR|cKrI6XTnecDBW5X7+i1Uo3X(O`l`>~GMg&k7?a0L}kM(*?MJU35f&tt~h2mAii*
zpWb7E7~1;UjQEWJAtH)ANGH(g?XWf?a3T&;D>e?!^YIjD8pgoHy!rNSmd4@9$@u2(
zvK3wYeJp9|&crBawyb-SeRBpI8<Be)5w!?9{YDuWZh4Y{S+)bzb7cR9`m_CUC>PwJ
zd`GM=@U2TIL=O+`7(Ri%K4GXAEPT0NDM2NVD%7^-(*wM4Ii-Kn9~!Gc&;A&HpY3B-
zmN5v}NUtXpqTmW4h6n?O2gGo>U#pR8nwkjKzQ^X}qgM64pzXoT3=xdz2>AI^qxx2s
zRV59`=+KEzxCqvav8lmN(f{f-6(Ay9>FVlQ9w}u3`l&!W|3!R<N$$hYf{6BZ1+a*L
z#xr2>J|%@Pu@~9CB5oD7Nx%VzMaUI~s<<bg9ncUM1a7gws%im&f2|2F|6v<=bNvC<
ze`OnJ1rtvQ9wo0B{&8*uVyp(gu3a3M?kV8>A8vVxz^)u&5Q1l+Flz>(iI{={3-$G1
zbK-hnlolsBQnW+dV}XwT`1p8a4TGm4(Pe7^I^e7C>goI#QE|Adm-GCPuRm(z*Zlh&
z5e(U8cm%H!5^(J|^CZ4NM&&lBr~13p7XmHZK>x4J78eykH-^KL9IpR%%3SN|H5Y<5
zc`(hbn?cza1iT%%aEt}x5r24%)6$f--lj9NEK$%GyY|U1R+Z2ya0$9EW0l;cH$N%E
zt_nb4!`ZCXJ`oLu>GO6b+BZI9aPC(-jQ>aO2eC6CFmU^KqP^$tdz<Q>|Ln&$Loq_r
zjfnd)D|0Pz;Prl6Fap|X7*1&ClS6Z><-jKbL^Jfb`oCQP;D`DDn;YVPr5ixu*ITGL
z|Fr|WnOR+pn3<XRVuvMc`u~CYPpnP=^8YvQGnWr4pT5{BzhQjSQ@YhFN=!rqi!a?g
z?|)4X_ygt)nxB81`4jISTBoLO;ceMGFnAnB@#nIuNO$AvoUWIPI9=d%VJaZj9~r(N
z2hSeWEzcXU<IIzx2(UN6-V9p+>4x3M7Z(>T$Eym@o+~P1!LB2#YS%e9aDaa+)*Ro|
zMtZL+7buA$87o)$KL4(_&yY}uf)0@-3-oJ9AXGU&zAi3K!}%`n%lIjHY@fsaG$AS9
zAR)l^Eg_yj*|BqT7wENZYQT0V@KPCr{%gd^{?yE@M!ylvYP-M=D2^*Xc+mMRUI_8x
z0iG_BO1%5e)(IJGMX<w&lCp9upmBR^38WDax<rvJFpR+hN7#e(OKgJZ@3MlKwelaq
zH4Z=w_%>!BQM%|N`z%q3+FeC#2C#XCIM0KBE&B4Ku<Hd_-_)|tCJX=VDDFZA25zm?
z=gc$P432>8y|d~%xx4F(c;+${qvXKA1npDMnFJe8m=p_vs~bTH$eu1`Wo0E+gPc#z
z&F5eb9IMdm0h@m>rySAlMr=f~cfb?{eMfaq>`(UBf%w*`bL9c*Z0!P2^wZ)2M10;G
z(nI!Pg4*FFY;`gVRM_Ixl*)GXbtJ_tKwKWlEdWyi?3LuqDGiDUPxYdem#7!mWwv3<
zgrWLZ3qiM1+~QY!wqd;wUiKM|mB3GNdj$@~`|*O%ii`<%6iC9K4xh*m8gJD{0E>$q
zfNC(99#LUp&M*(37S^Ks2e>frVE+qXU}qpxQ&E3A|NpR3z-1XDU2oZ%wKY?qIU>0l
zX;_Bsq}<mlhmjq1ypjv`s+oCtzb|6%12{sqjDl|!y3oS@CQeBE`Tm*RbmOG)(Pq;{
z^xZdX>989L;<!Qdy=+@hIgu`D#BBp5$Uk0J$R&g>NKZX%_P`816_d3tZ6NM%_wY4o
zjaTW}4ugOVS^~mlg0JsCdXk`7w@JGg4H7^<-R}kaN886c4Pr;*gV58h{>EW@?lxkG
zg$(@#+-;LX&}>R=;IT;Vy!-<VE=vlwvWfsRK8v8>&p)n-;E)5Szhf=wPeka1rK4ND
z4Sd%>6(V>wkPUtykt2Kq(l|V}3d34qHHZsq4uMBC$zY_Ng?R-O2M4lc1hhmm{KHYA
zA^}iAibZ-6y@6q~94)(s^d$h3T4Ot1SY^#mg$yX-eS%eh^r*c86&|+TK^nUMN~VAt
z0o-&g2xvGx^#;h42}U6*A#;3B@MaG8YFq-A`R)5vV`5f*y@II8Bt^4w9CnU;zd`fB
zrfyot(Mf^i!YNC+XOA(RJy|eh9dvoI(Up6+fM-bC*$ar1o5C)%5hK`cq*XDeQZfJf
zk;I*Yyt=?%FwvMlf$5#n%=)6fArYM6q0vCmJUg$D$$SxhMGTI={zh#fRwfQxIi_Pg
zS+`!jp<*V^7n&hV6aXaU24Zv!cdmD_N>)=303xL4-)QD6v7b*6Os0qLNEzTBx^pGJ
z7me$?_NFT!<0q~TCWwAZeeo}i{%2+IBq_>kBseeesRIzG4jLjVHZCp%{KY2FUJp>-
zt#GUcjAY;fA_>GIKu0MkD$YT4I)u2m-jKb$z5S1B9e0o{N`-$2=wk~s>vVV!C_k9B
zvrxn!y2e&FS1}3&E}@l@DeK~fmq2pO1D@g)(p9O-*T^jaNh)N|yf5V+b1VSC+~-uq
z1Fw=36C<D+x(Z}G(g^}PW*L|2Y=P3v3_1sZ@WLMRT>oWG{6n4-!6JQ*AZpyC8VB;J
zJX8fX0l*{={dm<Fr_o1ivmh{}yWA6ImP4nlF(crTs784tkU+H2@8)XZYg$Y*ts7F~
ze2U6L|7HI;4n)k+VH|?}JNKWmD=@2@3fE1&eYE^s<OKKI@6}DOrx7#a7X+YFN~#cZ
za^mj`2Ftw+{lN%U&$vC|+ga><#T9W~iy8_+Sn`~OdG<HrUp-O_N{zN?vlMK;hohyv
zQo1>F6aVa_fpENh)aEM}d%*e2gP!qw{w1+8p&cgKwMPjiS}VndC!e&siHT_zv<?z*
z8_+NlOuQV3!fs>Z?1Xd=pS&-==U;^(o=m@JM$RuAR!;esn1;e&-Ln@kcgN@&7yG~y
zhFQ9W%?MX@Vxoxr^Qxj3io?U(qdJa%E57z}$;rwR-&dQdUdzWOi1CYwV0gU8!Nb#Q
z9N;cX#1BNM4eYc5v2h=1v}%DJ)*eW12lcFfJ}y97ixs12f{~VV0|NuZ&H@%Z;;UEJ
z)cBxCMz*fohP~X7-I#c*?FHl0)WjMo06swJ7cgq`@;+PLqEn>~H@JFvtDQ~{pI4tu
zLL>)74m$XXZJo^EACFf`7!Z{7s?HL`&#tQ6yB7!^9LUYVpiVGC4ux(@q$e^8JkMpk
zi660;vC+RjsXq_)D&$^rWO5euel|s5QzdN}LF?&l8{ijFL!-5vxQY2ExWnx0z+17m
z)RE>-&t6&hde6pqhk$~PIi_J5-YwbRj&%)=WM=4cNLw=bds@aLxP{3X-LKzLF+FiO
zU;oh`B60t`6sD-E_H(hO5~|=1@v9emxJ7$)N?GWQXMebHE5t)wDz7aPrjw#L_Y}$E
z#D^~V&1ocqT^tqIf?*rBiqlv)l$YjdYX8nCANQ?!M8~4|@Z0x~WU`%-<T{ORFi9M2
zB=-p{DI*SZzYGn!A~LPy9p^pj7j>N$rtAX`=YBpclrK&nHR-5X<07b?25Q$B`UO-M
z!5{AqMtb8)1K%fn;1mJPSt)DyWCC$0LG5+Ylz6?d3Cc5K*tiPW8;l48X)lIN{T#+p
z@3YB+?HwBUCaQ!1(I8GKkQ$)c$<@q8_A><L4$Q;D%OGGJGedCLY&f8Y+TOTQcRTgs
z^fJ`(s((MxgKZEv4+sRENP6<#>AH@M>v(4RNo2g?i{*_uq=5+Pu-VmBz0CbfF3a28
z92_msQ?LzDp?Q4#Xt+54m$hKLk>E`qC2%5qUF==eno7>8m%EbLwcP_YgcX$Zv;Iso
zOBt4myytKK?0$C4`mtE1seOrA?)26KbKlqRJPMC*4^pP~TFF0qMtuVl^M_SOY{Y${
z2!+G5fK|TBFK$zhDb_ZA&-p*vdlPW1*ZyDhArwWZBvYtVGL%Xs$&^}^3_XU-iUu=L
z#>`Watdde>NTy7M$2=yYLGdJ0lw?XsX61bD*1P}vTzmh|KL6`~&OZA(*E#QXt@nM`
zTH)~<?)!Ux#<VTj+k1Yj32(H_|HWVEo<9`R$X3R6bZyz*;-d$Y11TwSH-E6TPOQ@%
z3ePdH&C$=?e)r|xnTrJ{1w-{KA9Ypqgf2akHF{WYkh+rMyvChr>D<1kqQ@B-sz+{2
z>@ZE+qv+srl}f?7ux#w|B6F{m>7hfld(W*BrVYYP-uvWm;lBMBzsuP8O_)W$`&(2$
zTy8)-yuR$)Tv*vwFE!JKZOU2~n0<!3cPP>$jEn;r$`xKmuWbn)8*{+Y5WVCoj9G4t
zy|&Qk4Rp|?k=n5qStqahERW!B5=@402oRQ&=t?k%94^(>)pl+L)1ajSAeG0EC$fwY
zr$ho|5D9?Y8->Cr&V$-ymtQGAMuEzSP?#VBcp+`dP$@%hr5Wb1EmBg?L2!pc1=#}<
z(P=0%bL5h5y004Xi7+WC8W<RacW|_bxc(lmTaP#ia16Apg%lzuoE)NaSVGjojron*
z(REU?sQCHW?s6~Wn@ZpgooKwbEkoFsHA`dmh<VU)iz$aN`I;?T%>0K}nlk_7WY}Ig
zneDvev1UljCHov5&KjmxQ+Jmu-Cf4TUmtbSquVBRn6MOomN_70Ea_rkx5}rve|fwl
zYlXRBtBqY&SLUIU_HFNn3JoUP`@^}T&a>#*w#1k?c)9s4W4tBmm0x%6<lHq`Rww-~
zRW`jkORvHI0XKZ7=7KGFkD1w75rl1gCt_-lsWq54#+y`D?)!P?eUNtAGt52P5#)x0
z6a+P9kU_$=;MlQh@F-r@T=N<h0OiUl%_6&Yt%gBd34EW*0Ynj!kPN6bfPXMTEE|FC
zk!WXW`Nn{%$VJEaMI3Y1^bS^BW!>q7FRuYHjo}~dzm-dC-bpPtxp8!3PNze$Ic7{S
zKB~^gb}x8#J>WTS_gI(zglXZ>k7&n^dd(U4J>Oi8geT|d2RAb79N?7AV2{o=QflOp
z>={W`G;-FtvoHGQsPhmH1)C)&-@_m0J%;Zg)ot)`MozJ7_ZfpgMV+v?J5UFG2Kw(4
zt^Hlb&&^}2k;&$-y_o@T2Lv3}u&sN@&ARdQjuzkYkZWUy?M&|0^gk93aTq<2u#BTn
z$jr0!mXya@FXI&k<Kw!Ck2{NkTk0AoC#I&f856amU$k_|?fKql;p7<y$W^g1L{opV
z7EYkDVRw0HllO@&hgRmxRj!q+Vazz7aPQqY=fB)GIc1$^pia7)%vXur{L4rvdh$O<
z)S4kHht_3s_ju6QSo)if*%iO}2rr=%(Z3tBEh0A5E?n4pWnug<-nq>7IoW%!2ESdj
zrFlp?fBo{M2j)K&GqaJp!!2^I1-PA%ZLO6uN*$Mz&;00$%h6uIQ8T(WTceSC_3Du8
zBOM90!#Qd;r+UYhuXsLt-!oWx%E5(_xIu+KSBHI@jJD5oVB?mp*~F5QrHmvoht3Wu
zZt(}{(z{)b@V>S%zEt>|{-$;LNJl}yLyq+!m-#9bcfU4$d2zrEqf7Qgx6gxYZuhX4
zA{Ku=Jk3<H*M*((TYNorD13V-=l5Ff9m;-7C{%W<Wha;R_}cB5Iejju?0T)Z-zye*
z*)IwqHm%v+D>#1oSDp9k3z|MAc2jhF<?LZ)Gaoj0f7Y`TlgI2HYP0$=8ZXA*IJ!x5
z>1>kb@P~Om-k#+}rE^s)8LlX#w(tumUpgPc=l$#0x%>M)$irPU>~~Jzb@_b-?-!r`
z-fW*NFkKK9@a>JS<!@h+nO~pj?)w$^RjieKX!b&EVcDh|wsMCy6}S|7aq6gWg{qQc
z0fFs^KOgrAPlQW)^qo5)=i=O0h~*3UYE1x0aRgLMdTR#94QHsT-I5+eB<_H@jHa{=
zu|)9KRJ}_+Hj?zt{x*&XIE{QJ4nZht$W{qwgdj|L1+6>o9*4E=$)fj_D+(~-of$1-
z@_`6PnUe`1FQ(7mmG~wEHH9C5m!f&<R48=7B&`zX7$tb>iE$1FxidiUr@Rmm!9vVm
zNJr918i{#z_IRB9Iw-QA1FFR?n(&rt{QS%4sA=zgz2Tm9oSZ%gWFbNi=;m)VyTk!$
z&FAY<WtZMkxfVi*-nI7_wC^}-Se(B(r<kEJq<ApZvs6=`%8~IZNYQ(}$Bb1LcoDhI
zX0}?(HCwjQ6P{25=jBxQ9Z&1+%~Vwm-m;n}T2DRYOOmS31C6J=Z#gJc4B|5%GgQqT
z_hFr2T=2BZ*!-6SPm)dm-<l{E-fLnZl$o?rk&8Q-ufv%XmSaX8V#m!Di46Ia{ln!>
zVtvQ4&>0R}2NBxprHj)1Jk~n){r)STiEON2dnmBgKZPo;WD&+WAkM!1o+LH~Q7yW#
zSX2bf>!Cd5$fnkzA#<5i!Z-i=G@SXkAh_1FZ;5pB=Qk!g3<@7jG&@C|O+4ZxYv}lS
zW>2Zg;&+-9<U0FWw7}6R2jRC;GBo1A9%*7C6TrMwE+E(X!P}V6Pu%w@@MC6FE=gS$
zkoL>5-O6W$m~+T=#rOwrGWD{Sf=wrRr4Y^dB8jUcbI+OQD@bZGDA8xwKyiHH6cD&Z
zm<+7lb{hQKh)?>vhuuHmZARI_GOUKs{6gu?4&x=+AQ97nxQM8-6G}?HD)R?tzpNq?
z&;Sxn5rnXkvPD|D4%WZ$(o%UQCZ>3}%ZX<FTQqTp83Ff(Fi-_g4I^R_pbjSY{(Ngz
ztXBstsZP8t&KV<L`};fk1q5Yn?$lh&u-moxN>y3#b*w4GqIeefg0<KI>;%z1Re*en
zJqB{0TyO^Mc0aOC=Nm*uM*2cZ81Z}V&5IXG#6tKw)_So|^>Xxcxv7{iYj2fbi~D$#
zh8!@9#-~0Mz>dI)xx)k}jmztXpq<%uC^<EC7e$$V;gZXZist(<VmFyDcF*!`>SJM=
z*%~QZwEm0J)~jq2W3LLl+orw3)eJwoiW@Tp1T$6Fl{or^WhqA_{w=fm!g5DZuY+P0
zGmOPz&d*-ltmw?Ii+yYHJn$GZPTPE*Nk6ni<zyaLrL41(Sjb8kY8ezTu&~%jOhe=%
zzxaC-(P5K>Tj>7_O|ra&VWH3&VBgYmTNjc7PD<>Fi0ad=C&i5=XD)txbI^N;Km4rG
zt5!K9Z+7ad(b<_MCZ<`BPvau2cAF!XrmMy8H?G)9VGi6xE44LKY2v?DFD+4SZY9jM
ztG2JunLcU5eR+uz=a}JpOOFAj^s@$gFDkTt(q>I8ITULj&dJAjb>GFWW>_93+l1gU
zsiOM`#t%8u<eJ_jv^JaVDiScV0F2P8BihtG?%p^v#T8<|{u6ca?3$>oez&|frh)KB
zh8!&E_Q`!~q?T^#vpyy=*<@_<eOGc{)QO8<7<Dch@$f`%kl$E25iV+_s_xxF;nLcW
zW6<?em(_tU!N~Z{`;njSI+xkAmc>;lw02zth!LGsFv=qKbpEgD3`4aRBLb|^eYFSO
zneZ0+;yC<!HQTz*zRH-+JzavPdzSQW)ZS6rnU^iHwNrj=(Q&p5lHVsk-ly(y&6Pdr
z#<hFx<^IhKTyJgJ#wJ{N4{#ujYw)!aMfm2?Pbp49UE87?JA>+CG{wK@%$JC?T-|gU
z_j`B4H6{k}^&!SgFLghKH^=Swjn=;2B;0?d8aow(5Z}1E^X9aP-El2HA#7FJ$gSfc
zeM&TaU7D)jZ7!=@QF@hT+o6rC)adIiSh{m#{d%^$tNYdv?9D!V?(P%u%I>vzE>m~$
zitvQ?^k&-R-PnBdueahx;eX2ru9%YvF+YT%N7?_EW1n`?uEFb^&2lTmO{LFYO=pQ?
zo|_jwKH_Oj|LRB3yD8U?hoFeeJzdKd5G33E;$5ixU*eI%TPjydR@0a1EdBT+ujoO;
zQmj4a*Kqm8Q*>g#>wbPBsLi_IS@vnTmp)*whCOlPUJ928gJ#GzbvuQIAOvu8@_mcA
zJ|g-y*Lb5r0L$(${+)%rX`?a!$8_?=r<Z<h`*%$=mjwSEI{DtT1m~;i`pwbQ^haLv
zDx#vr6T5$2R)<00?5mhSWD$|fXOf9c@;v8%fQ^Qowq;J?GwsZOZ(1qudwCGZ^fSPP
zIk*l)YzpX;1hmWlA+7(oj*mj3j?+2GL?Ds#18-}tWV`?<fZLRah3v#|@}ozeak_X$
z92bZWb4Hv#X2YP`(^XI_li+mX!T9jR@>pj3O?bVqjh=?wvJgs;KX!Xi-pJEdyK<$x
z(WRlWF&83u=!z1tdJVLstwJPu2&@sp8#W}p&;IM=KWzi*N1;@Px5^QiAL844fJFfp
z#j$TIvb$rgJouWMo3-HBg0h4V&xoNQY%GcP!C{3v;=mLy7Qiqp#`AIntG2RA@34&n
zB@K{i01}L{$6y{f!)o`s{dm~uf@n~4*?VvCn|YkVIt^5F`5(kLaerV%#X&-dldBGQ
zNi9M*h}9T5_dPE*KTySWBmA+5N{|_13OI&Yn3&8!jgwfk4H5Ew0|V!ISFpgOAq4#g
z0p5}Eh5L5a6qYqcB;we0oYdD3iH{c!mieRc_J%c+He7EZGc&vIwL5mGZ<k`f`Xsd@
zqB-@&AR=Z#7z5LQqv`$u4;~`x0{=h)J5(}td-3rO!Ht5iT0tr7kMj^<nM$Kufk1fu
zTVFI%7(BK?=6jO@oC8<NCzUMulkc4R*Ur1gj~qKzgOKq^<e<S|4C;S_m>3H_@JwH{
z={J|;JzbEga2H8DrGK_F1Tl>KCJsxe(36vs?L3acaSmNsLqmf=L%xA+ep!Y(m==Ia
zyDtz70jSYi#7zQ&3pQ*wkhpCSSYJ$RXPCus%||Suk<4kc0itlZ=mhcVfJ}!Z(xVM|
zat?5Z!|A;1ya)d(jr>(ybnR22Q}3hr&OZpx9W6dDKJxI<C_eQE*xVp<W1--h6CW4B
zkdQHi9k<H7NyC^p$l<Xh;)<eDKq(|AfH1tbZ?oXcMcmj#cdf6_OA-FBlOxyq^(&E&
z$F)Jt43ZgSAqQt?OOp^@z%1msV1)Ze<Yr^!6|-|m`3XCwjSXdrI+G^0yz4s5$wXoR
z5PyJk1PcYxEB`Kk?B2+)K==*U-tav{IE7RH&(ZGn&>1|D-t#A^CCDV37X1q6b%?Pr
zzy=`}06tGV(jJDkWzC^zJK!tfy3GG?hH$ufJKdQR-K)=xPJwZY_{g5Tbz*Yz5bPfj
z`$eCeiP+4gB?(Zx<8U3E`XdewxJ4x8`_H}l|Nr;@J=dXMP&Fmv+1-n4$0kCLFU)ng
z-MT%<S3*|t%Mal&B+-vJu{&((Mye;!R;&C>G)kDkjtSlnvI|B+r(vhsOYgvo!@?mD
z0?qW9fu@8RSQG4r_jQJ&cg3f~S2rW@#N`932LC&^I0Z;p)LsvTrGCO6hJRg}x||nw
zf!+I{X#{On7cT_R;m!}Qgb_S&M>(MqXQmJ^jMd%U6|Xx;*e*WH7{uvhp#oWO2eC!i
zaNvwvLLpLX;&&U$$WGLFpzxvS;%3reL3lG+*@E&o?Wc7;ZIwv#Kl|EK@a)sHcK0Z?
zZO{s*8Hw^#9o~8&^(!5Em%8dedl^qW+ew4}_qfWR`VKnF-FYSU?9$*;d!6_W_h{+<
z>a$O)Qd>VA)nzfrQ}?NET#M6xrokcioLZXhDU)j#>nZ|Iq?|!W$sdi~IDRA1O`DiO
zvZ%ou(CCgNZT-CSTtX0*^Vyf6cLNJj{=wJCe<jI7L(l@6gHv^}n(w+=)vQvg<2%N_
z%%#Lg$2{Q0`MiU=uCvvRn<?6NAGc4Ec%HL3Z-U|yB$;dyMukn5vDj`>sp)+76Yvy1
z2eK>RE&~ryf^LT3&_6knId<$7#~dBBmOM4c%wc_<(q#X&f4ydg6U0dAGVp*CLg3V?
zQ&Q2RsDHq>&v;t^7XmTkO6ccMfXQdPIm^u}&ws7fs<y5BX=J1uhg{j3SvR+)Vep32
zlR6^$f{bYo(^nZ_!`Y(Gez2n0R6<=<)p-vQ*%51m=j@M;_Sdk6?=Y`sB7xDonDT36
z;CE^%!EP1nu9W7!B98sbx6!ux*41r?)9$?#Tm8j2^U{q-T7<NxC)VANp3(J`H7eL-
zw8Am?5CPp@B+kaZKj`#j84g9k_{~X%{fWj^AVA~dzH43@XcECz(sIH3PkK8Je+iP}
zF5+vM82T(NrCN8a3opEX&;Q*!ZbZmly_#3(o@`Y~mPZ|F(6zY4wb*uJZ?g;R<wQPm
zW`_$#j~&RshO(9oTDoAhBww{8`0+x^UV{X7gsPJq41q0Fr|V=8_ee^dd%8&6iKn$a
zZIo+bPdhAiGioi}v?5t#GtSiSS{DxUMpkP9e&B9Bto4`L%y0f@v(RIHrB40$@xvh8
zB4ee($D>C!p4QKNy|h9(!C4%)eER^q6fHSBRnbg1MWUF0*Yn(?sx4H>{{WNz@D#Eq
zSFbi}xP|P+En@>$5MXJLzwDw^^oyR}VF3w<z=fU4BqIw?RUG=6@?1_A6N`KrzG&!Q
zr26Q%7cJC=!CrdPwIH@5&qQa^7C1j9M*ZTsyN5fh7MrD#<)Of489k+_m<P}0|9p91
z*9G>6iP{l~pSABCKa136<uvDYa@njL9KJ>g4qGO4(&DvecRQaX{T1?w_*t?%#)mdt
zc_F_%gU;grmMKg}(L900BwcuBW=5`M4Q_UyWs{z+qIi^YvUb%mDZG<Rj4JmvTH(Xz
z+O319PI%fWuDKH0EKTi)F3S)vD|~R2ZN;AZCUm`9HC9V3WbW3rAA|TnfHz!ii=CXu
zk;^=BR`!&>HCdyY7P9vQAGzWC?+tiueVm71f~U1vivGOFhF#aoowNVRZd#cnatijh
zk?2>u&O*c2-em}}Cj|tc@c&~zegm2#9Ad5m3BeBCUeh8Va<a>&_^yTtrl@!R_p7<!
z?X^5SqL_`5TR|rAF{IUe22e)-KHWZ1G;RvbWb6=tC*mEOX*B)q2l(I`9IS+wot$`l
zBGd02rslFL>=vrXnIb6k831mVzo_=}gwe0`#|J??XeO%{cqq{5`;+VXqFH=Zzc>3=
zO|CvlF_T$m-NlkIIXAKUUgn4Su64Jf_;aR9c5c6yNlAA{28nfkN0Dwyg6V!GPBU3U
ztJ3vhwTz9D?N^@icSk=r%YXmvaKPpW9nr+EU-5~Fa*xym0sJe@q`^d4`lDeR_N*lz
zy%)W{VW|RINIW&oBeG>>Wm;6~7w63n0j?(<3ggMQ>qTDIcECS>0@Pu)BBAIA;xI>c
z@|0X%#QMW<=@DrsS^NmIxdV&I{r#6Y6p^3`)r{ldyG^B_)jky1@{_<kKrehzQQz$w
z*(v4a<uhPHMiwE<?a5gnkRfT1xpRk?9J5G9AA}M5qX+8q73gs|HQ?h^oqd{sJYV7y
zhp><Ebf1u)5KL{KIXCLECaS*Jm9_tksbbN`s}pU}oLp}io!ovsC@*NUDV(WW1DK=I
zD!;1nm@nnvnxjW!H>XeP%qA%7ab(chlB4zV{llM~o^G_$P1ttW(UD8y?9OMWcTlff
zso!gO?Z?&hF#{9xXBu@<J>`YMx1w)jFH;h~DJs03w|q}{jI^}0$_0E4&+=#7I~Ep}
zKv_!dEoh;BkCOjl@&bB9Uu7v3iwuXnWh-4y(X{O=XP0}&Kg<(=e`57OgvV)v680Gw
zxtv5cubpK!(9e{GaDj_nyvfg>ap+f3;ptrc8&O`Ye6~B_!xcBR&kMgE@StIw&onlR
z`_$US%Gt*@w}vz8i|-JjuCkc*Ld6F31OX@@RbxnOq4*H&74>eeJ-$l?hAb^CdWi1;
z``mTxB^`~1dFOpmva#>iO!SeB1VAFrOib$(MH3UD>p};v;u$y%5p2HIIVihu8!vQU
z2I_>Mn^5$qHJS7iSl`J>21#A}D3zoo4O<2YGK2K94iZv=uHihKfWQ7EXMV!8RELw&
zIO4~OyDES~9yt=y(YJ_5(y*mMt`tP1(W3M1x{7t*<ce8&r5j5{Z-DC>ClMl?CD~&{
zM|*H#YzfXTx})rmB_X{%nerwfk9tme+g8cLU+pXQ)c=06Sa_{-+w7FJ+@$-4A8c%I
zMdg`}TIy`)4o$zZPv=&2lIBUD&!Uo9Ca(jPOb4BQpUBmx_L}mtlnL>vD@c4zFWJ;)
zBm2eVb=}+EihV8noxVvpU7YxKpqb|>b0G6<Q}@{Nv_$2lnU5+zs+@b;uBlB8c=z{Q
zna8`RQbwaf*L7ki=~u3a?R;%o7~mQHJ}nEoewyi<Hvdv#N_(QVMch8q5rrpDq(3$2
zg#YqNOWoD;vrS^anZ79cSo+*+W5x1E%VZ7dOHUPLai^SE<Vbp9k$pzi(Ba3=eYb8K
zKTyjke7GXzjqYM65)F$1Vg$2(M(+bCGKa|_onZHpOCx@0M~HL%%o^QMG=A;NZbE*d
zPXe)uwq3<*AOc>-aj7)-*uUB9xo9KDp=ZM#NBfNj_(BNph$|a*+=A8@_4SGfI}v=3
zxN~JZ1C+|2{g>;**C|Qxs7OWkVgR#4a&c5t6cJm&+d`B@h+oL=7llrTI6QG6c161W
zTg0i$&kZDzB%u6`$6@Y+x`a(6X&;Egd~Vq;3(w2iVZI_G4!7M0bX{~b^(_u&dIG)C
zqAP6jX=qLPIAxjN<{&fi_<&Joy^Tz~Ep^+S$tz<zN6m8eg}L?>9LsK1N&ewq6(2nN
zrYBW%OONE*l7%G>$p|bdG@oW<x?le?P=7mvU!wRV8>8y>&#Gso{`PpL=&aH%xow+o
zH0?4SwQhx7!QP7TCud)Ix9oNqdg;a+E|&6x&3N7S@G!?M&F8}+J=)w3^05oAT0S;C
z;bL$$ml~*}my+eJV6N;u-2Ol`jlJxn&&3K;hoWyYtlJC%^nQJQxvlB*5Z#l~8leTd
zX@+7^R-(zDB^ruJTS!DQPP!qJfaGM_bQZq7atTN0Fw%0dcV`LF{hXY@<L+N0_=Ql<
zP#2vBJIpI<!;2Rn2nQF0BD^s7hEN=VNn_}N>3CnU&?l`ADH<}L7;nB{!V5w|rU1oG
z$)P<5@_3Hn|B{YQ+%s4>%%Bh_&ROUj#!!E;9Kq5}=Q|_%5fuF#0XL{53C4FO!x>2<
zBmsvcEj)vs2x}6_y&~yS7#=@E#6SSDF(Pq+{>YAIY&dyIL0U}g`G{m1ym9~4L(MU*
zm?_QTe=)ud;XIVeV^TrK4ZM5Pu*k{z4_kA<hv<1rXK9HrHPBxAF74!jFuLFENZa^r
z(%{^DPL2MSQp@V}{AE`3+NZSo$-(ukIrhhMM6z>M^vNw*@XTH`HyYlW*?xQ2<E7zZ
z>F=?x+ZT{X+ESXZXG?~&*Q=x>OsS;;EC2FuW4YNjIazbGh}UWDXbK8m5?Mx%spRT2
zQ~8WXO~uw!9W%-I_J6^0vv%_0PTp%o$4cWA65`0!|K@c6FR<GgWe?d?hu-34`8TnF
zWpHf>*9KBzN4U1^)+9J(KIEADtHdI{4|^`H-76MJmU!m>G!BB!0(K=~T)dj}sNrH;
zkJ)4}e#Zbj1|e(`uHua&8wc>B2w?@cs$(VT3DRo|r(B!jm1d?Z7Q;b*e=x16Ksh5x
z>86m#XmT+8jk3n>yH(9P+l$VEDtAS=j$i{{B5f6Af%@9?J>iZuH96%9?3YVh{xaUU
zZ5iW<xZhoUJyDu2oCY+uI(WHr&%SE6qMc0L>XTI}E-|$2X#7rnsPjMZI}FQiS<QCm
zTI*8LG|#AIdh;S0h78NR%h!u?QCO?#3YxQWAGet#P(S8KZW5P#eOcr0ZL6iaJ5U+J
zfQgZ2_eK56{4Y^wDYf78X`Wmi@5kN${`}6#!qU_!eK}?Nd2MCKu|cZc(>APlqdEHb
zYfN3w=QMWQeV>wka-gDQf%AN`IHSl=`o}Z2TC7hNQ~4zIsZ@(a-;LaK`#16^2%=-D
zAv7XtTpYGU;29>pmJNxCiNtUM#m@Y#!2jZ3H;L=;`frp9bT^4ckdGwCX@2q^LP3Jz
zWRCOv@fT6QCL|=_1)BQ!$~w;=Q$_kbu(vTH^nw0)`@L7hN{a3EDt1(Qp(Nf(k`{va
zPzDN$X#%L?hw#D+4&~c+Ox;cyv(EVFcMd&I@HzK6ol=QKTKe8Clq=%vZ$+7|)I`p~
zKuhkD&)-ASr+;lN^K_KjR+oVKOX1v$OSdepC_0^6KQgg4tahsD!e&Zs?IF!zT6y2r
z%Lf-J)B)!y(`}+5H$J4TxwLr0pTFdUt>~s=XRAJk7-I>Zn(oE9t<H-+!UL00oOY$o
ziXh#Jg^X4s!xJ7~YKMZ}!V<<vx38r&o7hh0E*lp-6U)+_$HNrzOgng3m_e8-7&4W6
zJ*Cfnqu$(JX5AvAtIuXQ=p0AWrA5;OqO<pYyxdi17#i?eP&kr0`A$tujgfnuvs~TQ
z{Av~Y)EO}K>3iUZ6gYTAfb8Ow%Erd!2&)Q+i0EB81I^PJoSumy66oF?KKp|JUoq;{
zV)sJgL#Z6C*=+mX$x0Is&&(tu;sp#kWpbFZ_n-2u`vsRr{`LV!EsDG}pxI909U%Bf
zBINvJGKw`&YpZtYQh`bt{s_tP-u=-|y`|BuADM5x$mSma^y6joy#N{N&c!src2%{?
z#$ybj`T?9S!mFLu{jM)#^G}#+UahlP{&@Ha!S70%@#{THqn0gaRkjENJvc1juDoQ4
z|9y_a^!c0;j@vMhJhyseSPU*?L!#xjne+vS_&@cHgcsN*jkQ)hlWQ4n+s$L!p;pt_
z!7o!JP%gek)F99ATM*|X%`F&V*%ZplZ@lOmn;KVgRXyhF(P}?x=u@%&^Zw_`f&!HF
z_M4RHzDEXHK5lhp^e%rOc>1lF3}bn@$=JzRVX^czpW6@Vl|<a;N+_gx88We?f)P>;
z8{^#QJaruUxdN@okg^o^g<qaMy}g0;x6MOFdC#qkRn!@asMy1kX&BfML6^-Gb<jBe
zD?)Ums8tpYs<)+#tyUhvNk+xS=JClgOo{RnFL&xcv0%j(67azL_qu3lQ`~SCL{hJS
zOfmO^i-Z9TuRua#-I=mUyBr_~Qb<f2`G#SE<lqs(GHF->xF3X+K2ic~Zmx6g^Zy_Q
zeFQM{Qj))i1Xz+7K|aKv5-TjF9<lH{?LWRU-+j_*0g1!pTcdkLk2GH4c;?6(J%PjA
zY0NXklnvnCA2bL7LjFYQE2I>sx<sTP;6*LT@y>}0z-`D-1ERttJ3M0>csSWeNy@!-
zs3eG~KCMWlXU1I|WNWX@Q*ymC$77gQ6tC#b#5|W&`0%Ad%(~Q}+LH|#9H&wHN^w~Z
zT~no1uHs-HbD%P-t-0?!d+V5i1{z;nLVBsH(~Fz<Hoq}aatq`VH)VEr3568YH#&O4
z<<TCjoy%C+v)iuQ`#)${JN<m$QgywJ+&kJ;3sT)Rtd#^;Q}Tl!X*g|?r-qL;4Mpq(
z>7M#tQiNM#OzS9TBFE$LN*RDu+`POY#Q%t6F#T*KNSSzSHy;WeH(=gp^sn;i=`kbR
z6sRM=?CjyuP08A<$?s<0Wm$uxAl;=&-NtUH_`@*fOG;CqDDgd-Ty45IM=tFvlN55o
z7|x^-ri^&-h{q4*#>1Qsck{9HNSmxcn<2=B75uU*;GImYDJNbq&cw!shV33xHrN1R
z_)CH%?az+p@x7?dgro%D*<&xHfFKisp<%iqp%BHFMuw*L(F2d9);^|#EtuMR^P%?E
zg@px@icY+Tq}ibBxAu97ieHy_o_;M0B?4)YJxn{{niuj8&2BB?&eY|<F0g;l**HP%
zq)%)|xoWh+hEM!G@*2rX*@r*U8>i~#u5w$P`yFzL)w|}v$Y@C>r<0VSzt_QqAcmEB
zhi&rai%P7H>1q318?AVTbz|5$J@$UzmoG?{$*eLx`ES%h=Z{2>#JOtH<e8@PgS-j2
z5}lg1X_srI#2i7fCs~Ibvuoqm$?%H0RV?t5k#aU;-X{C!4?k}+GrG}TZ{1a)>5nuD
zyW+Ax4BT*MzmI`Jm6mj>TPV4>M~sJVKl(VMNZwj}`*vROsP#YH4;)q1txpym`yPrv
z*V5T}s{i@$DNUaTjZUGe*W!g2-MjS6eAYiZ-KwM~UgYv7`N&2!w^Li4i=B91F|x7!
zh`c=cq_OA)K%tPB#Iu6(YuNVP+SA2+M3gH@#b(9BNzd5G<6^Z3c4RtU+-&W7e)~o{
z#=-Ebd4U`gj*L33-nVbR9~}`Vm=fQyrwa7%eR$H3`w1EMibQP{_CxK+?@1wmP%Cvd
zRB8nJRf{4wZ>W-TKL5MDxl6e4ved^-MMk=5&B*Qf&?jR>Mo}=v>1ADffGbb7KK77T
z`G=6svw6#CE>g9Ooz*I*$t_$vO>tP4E99yTgK76rid1nVrFE^#5A8Q4HTh?D?`m=T
zx<pjesQ?0f5;R0S9}pl4-0u7O^)!TlO@l_4hjs-ZtqOQ3IVBIY=Wio{p;y`ZOBg=Z
zpWj84^dvP3aTLU+?%bdF_0g%N8a;C_e_xh~Jo4qz-&1pOrLo_Q)IaHO5-nZ@(}g*B
zOajxBia1yV-~bZHk=8hNOy%g&s~v9p_^ZLlI>Nd6*pS9Sj2EOg0$K@b$!ko1j$o!q
zPXP%#QBq<cT|z7K3mtdO_q0)&m@`CvO?=F4tzW}7vy`d$ls^uD-*4T!w;Y@sBKbwI
zc#_YGnSx@5#G)HVlch!<-T4ovo?B_)D>;PZL$DC{{3{wBLCX@vnS#1Nsn)Gf>Occ@
z1K$xFaw4!GM74^LveRqVt{GH_sWbcc3o468C0J&>hlw&sSu6-4+p1x@_igUtql!V~
z=8J?<EYVtM+{KrR044?-N&=nIM=l&kQ3ifzlnVLaT=Uo<pAE_(fAGlV3qOvLK0?wF
z4UqQRFaeP9^4rneK0jlH;FNUQPd$NW8Hdu6vhcHzXk*<%4YsAUbw>g649|lbk8>Qk
zRf3Nc9lggs_6T}Z{r+cC)Zgvvwf|d+I&0}VAdAXkH&Nc>I8=u<mo~g>=__~YegdRw
z5LyDX^tXrz;4a{(PXlNpMfV@C%-g~TM-I<~4e;~NI2%$#cxt=xOx=vPS;qV4&xES_
zAu|E0T8}n}?+%Pz`_A!g{7>flD+?JBJjB3b4xc!|0lgAw_W{zTiZ&r=mUCO9jtb6q
zqL;eyNqcAIAtbFM6g1)G>D>6dycS!HG=t2bHXF55r|zm0>1JdWT+UA;JPjm0BS=&s
z&<|4bmfd^Bl0mmJJ)5h~w;<*7Z<#!g$|PVRmc7Rg8;n%zAS4Um@c~HMNS8Q#VkAW*
z5COB;+MoHHc4=jrM0T5CNESWg!msBJn`z--YNSZ)J|49k6oye0;UvctQa(4d4PVuR
zmxaUs%FyY5LL$k_)z}AG=ny^;G0FfJ!K7b0{+yo|jXThJQz&?biLD7^%vFdrQmNtu
zw8bbGgy#S}9B~cebS2}e-9<9b#cuX?j@w)3o7fI}#2go!9#}Y!Wp&RgCI%uOu(A>_
zEz7WLPo#?Hk{p@`2iGHt@Z#5(xxp31#qN{oH7*HR{}-9+o>z{1cVJ2^^zcJ90vyns
z{QMmjDaU?HPUf4Ys;dXXpN?q@Znc<ixrfzPg0C(PIuIvB<PV(haHr8){q~VM|CMC`
z>fajs|EbLVcbcpJ_!j>^_s@TOdt4S;<5D!Ua^b+Xmkl|~uU<_}D(bb1-_xkw_&BHI
z0PT3AoYmb)ontLejG7CY<LH^M)f<Pdy1(RZ?B1PWefGQIT?W5Y8~+tA%YXkC-duNA
zNpa>{<-7|=%GX(&H|M@CDes?^e={MX^sg9s;eW345l#XlsH$%K#~Ufi{Vxig)$flv
zGKA?L8IP*pzgoZlAN_KJ`>>b7ct~*jD}4aseN3|Lo61SL8u38D&VobILBcY_49E1C
z6#0?NB*?(4V5rT3=QcwwxZnuiceXqp7JmkmSDOqMciF+PO3L`SLm%F?e!mMj46v%z
z7_);teSnlH5=~5WH=Jk|8Tdu4uxK#`#=9NVH!(GmmkTDvJ)I6qC}dVA+W@kZ{rT+*
z8PHC*NyzJ`7LYTpF7%nDpR}4p!n6-ML#qSBdYt8|jib(PxcLH=vTQ+6pcJ1aFFjx|
zR}`I%qxpKb`$2??jCmYD6!8LjM{1BG+q*mthxQ#1+7Rag1BF1TWD_LqBUoMey}4~y
zAom)<><)5*A)~ih?<(tM+X~zkr!I^y`CNQfIqPw^?5EFpx(N#{EAgku4R?M8(G*FH
zBI+vQ-NfNyd2t-JLy{(1^1V3Y<9t?H8U&~@qmwWdlVtG<7i9AyrT)4ay)5(en2oYb
zAP1M#qS;sH4<fgZ2uCt`XY@5x+G6BNy@Ggof2@=w1fdRY2>&dk;IoCRogDQd-IIIW
zf2NuqJBvzDT+@a3Vd3ErBOU4$|ERXZRd!WI5ueVQ{vIbeVQz-VqmqfM<N{X2lNoX^
z4tsx!NwIUsH(tDWakwlSW?VBAb?cXV?t{$tJyqx7K}V{`P6s)g?YCA}Po8_Akxi2g
z(Y?(RSacTOBl8VFLBaxHubEAsdJ3;Ld6GyZis0qWPc#WBDXDlD9P63#{It7p>wJrf
zxlOY7#CM+EQ8kzooS;U&Ne9O4Ts#VRIC8W)P^<oi7#`uH4aQ+%vzZ&%e@J?TDxTmO
zNP_S#T+YN0r16SQsdEFC-<wFEPpTs(WRmg@*A0sVKd>^KKRa%8kU~zd4t4McJ0e~m
zS?U4+b5hgOe`H=nPfjlc8Gl3>P{fhlgoGfX4y*j@-dNqRs;BGfH|Que9zxd`7n`rO
z3a*(f(J=`{Y>qFDkEiV3y<3FVfqY4<#vi?=jZwEZb4AGG+m3EIKo@_oQpD7dR$`Kk
z{Ly__^7W@SMS;P0E2!<fcdW%f<#jAH<i8E&3^RNlFpewH`UK8x=36ds7~?3ne9J+%
zA79o?ud(rthCo{YB);C_QEeaDb@J9$R(!iMl~oYezj0$q71fyGUM*9uK4X+D3tLn{
z+x4~<o7;T)ujrg%n{I?KRvajxzWUXMeM0NJ?RQ-d$jrz?k64o39Xli*iQkHCRB^G~
zDlfF>7GKvIm6W>Ppcm&W1AjbCO-uKw8?h^xGY(D2Th`alW+ua@>6Ng8{689PK}k#5
za|$1OwZT2>aUf=6?q%>czIx&v_F|dJ3)5z?eIo_!ts|6VgSF25w8qdUPu<D~qbc!^
z(pQYXxNzgehM45I1boVz7V2!2+o!;`)4uz!nHO%|HGNJ4-`2(YqGVhGNN#<J+Zi7<
z)OE(*=M61SFl<ZTcI=n(W=f&46fb*!cCiAx<x{3n&yh(+wIr>ccDTT_tlxb#keAle
z(FsJIGyCm>hE=FxcQ<ZbC9X3TIjHxUZHGom<GMNBe7d$^UMEjt>Auis2^C>SHVW__
z!flW$>AD`W%zSjUc1_+Ok4A8fZ%uH-3|jK`&wLq++@Q4CCwt{x`6o(!6k%@WMP5~N
zUWV*<swx}VB!Jm9SsA|W*#Zl_A*rs%IJ`9W#Ndy~?-h$zh_#FWUXrv<fR;QYeW2V0
z6=2KCOx8Oy%>(m?v~!31&jA*?^#1+)?qv!+{qGI!Co?DTP>Lc*8^A6pI2*6u5CLIc
zxBWr9=Ohk?1lT`JN$CacYTq>Rx!Ys(0M>aNHLCS=QBaU)hcy@Iq;-><$zS(4;*ygs
z9he7c=kwbk`rymgP<K{t>Ul)p6ws-b9L`}Nl&&#w_i5D3o9KDRuQrxv()BmrmFF&=
z;ouBilw%F0vV<EjYvrukAS%lC6ff5qEEqF`DGvyw9c(m81hI?1x)&3mV<ofy4fvR`
zJgkG&ogt!wDjtP2-xaRh?;yECH(F<poD^EO5B{D>8a;<&4OmT5xNIK_dWr;q<GXqK
zB9LgARP=Iq5++=j^YkTLk!FDW!!gn%g|k#}^WZZiv}N%YGW5XZNBU=Q9e*|4{QK{P
zp(&_>Kj+p7`NN)uf64Ee<#M4Va|%15O?%$fczNW^tVfxMj$Zn{y|E|m?>l*IRYjbl
zi#j`MV-x6Vfkxe*Qb#Ucpmk_De_e4+N3FikDQ~n%D0jz>D`fLSwEe9I(y9SRmnO^c
zNkuO?5zH=gim9b|Z{cqNMJCEom(>rWRj-6g37rV;ve(pjsJ$d#N=QwG)kb#}{D#za
z{d!UA%mr@-3Eibv+D&~PKHG96S-n}tiWXxoqg&bMq@4CnNhraGD#Ti7yVrC!!@lg@
zJDK~^`&LFb2Y&dVk1zruAkm7pVUBO_?#wZG4E*}YUxQ5pcFPlpdo_07lBX|L1Zw+U
z-@4W1MC6xCC0d?S64wO}ULT6#!vc_mbDFvVbhm6PLFl0#qQ*jofkM)+e*XOFQ;Bac
zvM_AASdDYF1J=v=2BfW{S#;EAe=ORXXkC~1(NwY>)pQg^uv{b(fiOjINm^+h*v%K-
zU7<t9jJM~X8DH+|+g2j4f><~<AhM)BbBF7g8R^_02~Sw;A;@B&KtBB(TMAk3v6YK{
z8He+Ppz{)@<pQIn6DKN*p4ZjQM~&d*jpL*B5APcOuDYE7gmKO;HN9&jRWZc2dueoI
zAP(l$7P2+eGk(p3)$m)8$}pwYwV|qDy@I+vRhIvnH-Gwze(-5&BI5y%0k7^$@<J=o
zDbEl_4?0r9Y@#({m>zolu=4yaiel|-b56|SQ1%5{jN=7e=MR}T8op>Au2mKb^D#>B
zqlzECFut`y>9Foa_Sbx+Ir`R(xS7{~yYnoWb1og4u0NfwY<Yo8>i5TeHas6Bb{`pN
zT4VRdwEw{aQy;(P6tC=XI(^GF>AHB|!R>q*jx+UK-888)F1yiG6{)aYFy^4QQkHJ`
zi-0BbD`yPS|NP-?hZm8UDVVujzk7J{b5lZ1stljjN#i9c&4Jj+NQ}*-XFC&@)-f6q
zy((BgmzhYDi)iz)bRASL<v$=IR8FIQ2DNdn=@(N;Ml{6fNKrong*Or{32=z%h>M?p
zm}UZRj$P@v8p-uVc*gm%p)&It7BXdlI$2rtx;91f&>_0)t$hL<0M;u?*T8~{I2q`_
zTGz?L!*f+DNzELFU52U&Cv0gouoYf~aG-VAh%fOit-a4_9}+x%U6Cr^(Hb++f6Pqg
z-jarlYdRtC2N@eq%H;(sCn%2JJzde{re$))SK0_^^VI?t-H+1Q3XM;E$UKXG5lJ^<
z$NgTure90<e(+F(%$;j2)OD|GMx3gtw##@2?Q+{4f6z|)OlN=nnN$&{;_`~FvC?AK
zt)3rtnRc}0yLI}?TTi5{3OsbE@IK_kc#7fhUJ^5BY`5pc+WX~0bH>ygrkqU&s(Z(o
ze)<-rmX<Q=D8Y*M;6USrsE`nYLS%)S<5^_r)6vl(K=ZFh4Dw!cyP(|^j`~giIt2kb
zv89$jXk4G+*5%SF0_`Jdb7>u}MQ;l_VAeRu!*vNzWXtMF4~a|A@)M%|c+9S?U*v=$
zmV!S~MPKY_?tP-FgNPLBnPrf+fcXWDS2J=6Lyi2Ga&mGe;c@^=GWC8Dn1whXQc_y2
ze+6+`P)lk)jdc~5AHg#EUYXB^FTP><S_;8ko2+)FmTI!*9=TRnsE@@B72BUNEv060
zC_Gs}N;A0yCMM<frqMs#%N#yrViZ&=$g<4+AiP6Ii6?EcBkRex<CQzR%Emrhm|U<O
z_*qPe?9?moS7dm84G4$A9lPkA!e2}*Xm=B+EgaVx-n=<%Y1vc6=+oNE+E&!2ufv>K
za3PKdd1zbr#=iFX@#BdM)VeIU9w-=x{5ZJzTE)Ue8C|{B`3NR1E@KZ837xAikmr2{
z#_a69{Ko)l5jKI4Ja8VYkjvSNZF1kfebDuib9Jg#5{cKSAhm6g_wE^vx`Sw1N6s5v
z&L`_#h=&0y;3s4%Oh(nB2`|6Zq~_wA1Hl+0l_hw3vH2c?$V>UG4-l3!$S@?qAH%yp
zcb|Pq(g$3>L>?aUQeb~O&@+o5p4mBhqg^OqLx$c4GyJ{RTJXS+OxsA~1qvB=PmQs2
zbFG_EgIQ9L5+C+1sC2u!*v@a)D;32UZ`><khp3$=V~wu$n8Vh{hMviQIOnbrM`p?C
z!Y+oJ`Gyi4RFj+*A)}vqUS%ddMxk8K`L;P5Sk|ARACibv+{jZk%(@VG^QdL{qABhB
zDqa;P$3qqyzj5rBubL8xG#h>|&96giTo+DPS{i_{(R1R}l#f%!E0(ZLu8n5{DsN7#
z;?ip7Q}EnN@D<nv=-KiR$w5Lky=}O&XeatVR;Dx$@<+$htrF-~fcUt7@U9X&PM${6
z&anzPNF}CW7tXkrnV?3?3`4I7e-A-ph)M+4N(IW5h1-xQ5tafY00`4S2tIM5A$>4Q
zyIS$z=G%D}=KjX6O5*rPLy`kL9Tfru1jX*O|9fF?`s<yy)G9oP`V_aRUyo-<cOK#X
zq}y>OinVS1u6<isYirN_D(C8QYLp!Kn_!v#(-TZq^SU4<MSJ))J(cB)AJM0}o%af$
zX}4?L_AW)$hfgj!T$f<v9&{@-{w;D+G)n2xU#TVc4fy@juU;%avn|T$nd&yjgy+jg
zH&vb7$oMz6OUS!j<$WhMa;s#9A5zyb3rm(0=NM}V8a*s@H+1>hbVh?4uo=%yjx6_2
z;69{eS9^IRhNtO5Q7#-IkszEkKc=0mi%(h+dtx((klYGdV<28fPt(0ERxV8n2{>mw
zAvuh|mMifFq6>G+YFC`|max=zx({cPP$<%255_wA<9sUyCZu*@cI3I?!FL9J8>DHi
zaKG0zJb4<4M>DX&<Ra)E5O_eR#>)pwV!h`EH}kFty3xEJ?AQv^D}&uLPXUghcYztl
zatFm;Lm-KGr$#!wPg*;VkyS}(ox~U0Ni!l%pBnK$S@EE{R*18!_)=~6Z`p?F%+0rE
zW|+S8^}~V*h!$Ors?MYDUyb@dY5PVpaVRY;RUt=qi{7%L>fKfrN>lZ8T5GgrTTqwo
zenI5`W#%Xup{aLCN)cP5UL?GGt|%Inkp5Y~=)}@zqC4iMo6q!{EGh_yhHSSn8`9Bm
zS-qx%!z6p{*O;TO2TYDU)K;y{Q^8PGl6J`|4HO|6g1@}z)-usz$ZlPpe>4zcGZ8T{
zK70wmEv2M_8b^YR#8gsV$2R3&H@zPOYZ&y<t2C+lOu@~pcd1t)_dK7^7xL`%v$|Sl
zPkwc@$=PrAUiy2*W4Tz4U-Of;PmpP;HG|!*6g4(P&Wx#v)UeIYshU`kj4KSMxnL-X
zSQ4IVQrbw&UD!79H6beUs+MS1Cz>g=l6cP5AX$<~52Q=S80V%k=ewhESK>jBDGe85
z^R|Jc3-Rc(7@M=ZA3;xTVPQ+7p#u{^miWC`h+-0ezz*OEq&S220D=*c!A_K|@wypH
zt|wE)6PmG^Lh(+*uzCRNW=sfVsoisP(y}?e;&d?kA?G{}FoVh%G1f2A`0-mBHx~!o
zzrK0L4u+%2+|a}N8%Z5@a?-A(Ey>hfVtk8-Rj^o@FTpn<k5ktF1x;Q%LCwf%ZMW@Z
zoD51{Q0^XQ!?-J3(zPe&uxO;HZ0-i&x~s({SBu-)j;%f>eEUdK-D=+rn_tgOb)}q>
z$s20A+1v_!qMEa(hiYwsf89uss`zrgvzQHl{<5buv(h?7<`1QI1uwgB!5A*#&3gqn
zx{s7RdY^XY@I&VT3Jz;%w))byw&z>XMT(XEFcgiA_Rla+*50V{=gbUKw)-xN!Xkf-
z0%1|BLy1XA#DZ`d0w0%;qHz#L;m7!+zik7GGJt01=H~M5I?qXb?A@ymMTcFx_H%yv
zyAx&vI0W?s@(fO%^vAl+0!=1cu_s`CiVtR|`6xt}O_Uq<5gQ>K&Sty#-h#9wuQ4{5
zNy9}X*A;SFEWC)q>PYJ9>g(&zj}=VP2YLn__A;tz{<ZP%v(_=T;$Td2+D05cjEuR;
zW0`!$ki-QqmY?>z4~J!>rPrq{U+$Hyv6km^aomB(JG^^EN~z*FykDrab-71px|z$^
zK2T}9t9b8#=&qbo>Nx*vrtV_Ukomjex0U4gj;9BHZ`l%DJLID+a`-`9LW=qM6+jIf
z55(Qsc=LsF0nagfi1m3Fb9c_Jcl({xh8YMWvF~v9daf~MC8_8=$IzjfI5ylt8(m|_
z&p`5CMdnpZoLh}A&rXJxc7pr*Rc!+E#lj<JwnIs8dvI12iEcf&o*+%7ZWBXB{g5)*
z$2Q`i$Dij3(Hf}{T{G;kn@>>Q8w|9M>iw9Q_INF0<%@E$TeeEFZ@FC5wM9xH45HH6
zC_O#B`M?wLm)!kfIKX|{!9a69V7CWHDZkv9a3%lEn*0*<Cv(h~(x`r)mYmGR3=))_
zBHQ+5TvF@8g;PyVDUHlnk6BsOo3n2bB2+EOuOC`0gz}|7$~yM+Y1_zHq5nbchK2s#
zR4E-3Ay0SV=#KD)hUH5B;YR{|X16aIy}ObAervMV3hj2&4#`I4WwIlOyl#Ww(Q?g8
zo4<aw{z%BCDveW_Rv)OURnLEfY~ohk;y1lUCq4Vsi%G*LnvyZxp}aeGRPFa6Xv|Dr
zS`WfhBU_}l#v6%6C1P7+=)*dtG`->GQI#pn@ay&~+bkzk#9OrTo4K`azB|9`$Vg{f
z_VJC}BxFkOekN(84ro2AmT%gUdxnjAlzBB9vxW9n6hCU0FnPa34X!fH&KR(OTe%@k
zJCv!+eVT3GU@2AX@adzMaTswZ5x8+UoiR>XRUIrp6?TyL#6$tnT;37xRr^lIg4g4N
zYdA$&i(d{wctK!h{Jo^;J2o+gva+I8U8Em(y*BN}5nii&Hmm%htHWDYUu}OA6!8M8
zl5wIoCMSQmA}@Ejtc6vu#}IJDwF}LUL^f~U{AKlD>Y3^3Y$Qhpb}JE{Fapt$LkPpF
zHq!<>+8HdAGXNDnIqbawjPcw9FCIt7%xS3$_loHpEhof&<28Q2&Dn&gn~+t!G2i+!
zJ)$9T?7~ZeAGO9cG#r)x^|P61ABoVwrtJwcs_A}8nnKh9pmv-70Fzb9zBvE{q#}*P
zN`HV}5j4J0zbvNiXZTQmRtkW*XrZXV7{`?E=$cp5!z%p6V!UN;{OM*<t6A_c$a~xl
z+0)OFj<vXjlLt<?Vc-ElTZojxB?XPIUq2_dS7^1(a1<ho%SX=%^+F>lQd6W7w1Pwv
zL9NmpKZhD<^sZkasevT$cm?0CWk><sMP~b3EO(!CrN$mtz$(?&)&_&nUZTf^_@4+f
zp^?(`@4k6EQT>lY*Q$v0Wk9O{193bqF&>sclk8xe!;wFyd+t~-z+_DX&;#NX0nkK>
zfk_21f{=-1=a1foTy11)mD`fGm~Y>{-I$km9TSG%469}DHWGyf8U1zS;yK>~hFvx2
zOu7@xpWx7ehOeC@!kEi=8&r8Y*a`{8k8yYp1~?9+Uy@iPQoBf+Cot440gPZ+>2HgN
zmING-LFA^GI=so^h*BmM48)6vpL*kk1?0sQ_V=*QKdTGAvgI$JUzIj{klhXC3WJ7Q
zsWU$kr8D1qA3tJaV^eQyu;h|HAv1Z-VHpNFcx`kN*-%8HL{vqDEhKr4#2W~Bjld2#
z@-C-9C6LkGd$SiMk(nK)8dB&O0Vsusz5EF@j!Hf|t@uBDCeA|1n3_+OFnZ^}JB(9P
z^~j|&^*2OF&lDQEzfF7oY+TA3rkWUUDWoyBS&(HFbhdaRD`cV@nUmh~K1tpMejK|B
zold{f$Ks#x`aS*jKXK9qc^Ibok<B~+&mLfjPCJ_Y-NrsE%@CVw2!e|*F6P4wJrOkm
za2p3iAd2k8>KOb)ZoU}9NoKYICs?A3gL$^%)G+^vKa^C<>0ej|h+P8%K0AecOzg`j
zWM1q6;H?4^dUyPT=dMF(DPtJEgN;bD21>5UmD&pj8Rq{8i0VEOIPw5<E{YOx*C*L!
zu_XP=(v<_uMqvM?6~tEW!?47_Wz1sz8?i5Wx^xfY;N*tUiq<DV_tCu^saXm*0uh!d
z#8gS6GExxroQqggqLSqZUINONV|LlMIXUm&rKS~4W<(?*VOX#Nfl=e?!i%um%-`N0
zdt&wK)i8a`HNYjm41fb>uz7Xi?wHWhwGWv83O~D@7h&t7dt<LV=q0z+TR0(!wz_rS
zJp(aXM>t;51h5Dq>*tTQw77P0y**?zZo`Oe9}*<y<6<Yv-d`^1nt}i1Eig!)iNk>S
zb~@vEeyd|XW+RF}H_36<j>eCCBT}SjaGVh4qQwUPgxCJBVfOyl@{0fIpRUYz-QT^;
z<j$+F4gzyAJ(o(5aA_uUS2*%WwXvX;itC8h-m&7OukqSxPzzNXvs=aIFloS`j?{*r
z-X^?)Eo`Kl#VTK}lOE5)?N(-z-L$kUhUX2!H%S??y3q#nh;uS`w_CMrLCSwv#ja@1
zxu>>UOgu7IWtV(CD3o2&<2qv8HU8mqn@nJG?a7VYyXPVz(1rSQrQSs$jZEE%h_Oup
zzis%hwweq-8$MCkJ6=3dXDwY?mo#?X(LW5L{g1j{r3K#%ytCa#@=vtR&A%MZnk;_b
zZEfPwB2ev=QI?4)0bcY1&!^nL&mzCjhQu%fqp)+<!qJUHfK%W1!$B{wo!7);HAm_9
zkO9$xKZ|Fi@IR}}|LFr2k|SRfvH<fK2~@yKSquAr4KCjXoZ;BfhLfvL^mza@f=Z6I
zupmm71#f6Tm6?yKXcg*PIg+*4eYfI@ROFS<W`JUel<|;D?XNKZZ6|!Q4toCWHwak~
zx;d^AO&^*%I<-XyLfd&iTCF7LKSFfZ!%My5vJM6+I?!L?sG~d1HwjZv7~xNCm|B@w
z5K#5>ZW-7$1R7sCNR|yrQ*<hT<X!cgPutoh*?J{~Y%=Imz!tsfc>crpkFtidKq=$+
zK{_E&{6<2i0*VS$H}1MZU#*Bd2eM<&njG86O{s*slw=1XI)m(lpVEc$PbXv@py*dz
zIRMm03)>v=9)UZ=E_k3?OWn#++4wSWFj61~+!>307$%Ygn5+v?$X%nOBg)O|pF-jQ
zflV%HSP6?ANkb!;9a20S`~0Ad#4J#)dCV$Y+1P_}<IbIB6x5McVjFjaWQj$?iaQ~z
z1PWTBN(10Z@c|0@38|r$V;ikhc;%Tjp&deFJsw~Zh(s7~Btnp+F4A~J$#LveyD#T*
zHQ{CqHP!mf>D<cRam7sC8XMVOQn!mdk7{FMt4;VNz|8yNM!r2y@(tmjba-=MI-sOj
zb)#@(>+oby33p~2vYcR`A)+pLJcwk4RH9)hV}-ZaaP;)p7w4lb)S==jDWgK4!|T0P
zQ+mc-9l)NSfv43xYeznd-rPN!b*oe<s`0?@kt+l#jh}<w-4Lc{JzH~zhO9arYS`;B
z;{fpz{63_~Uu_*x?b|BIWqdWMo%s>niqyVBITu(W-tv5`J;|ZR<*;h>>9N&!+H9WR
z-FZ%#V@B9Ys&s0L09lKZ_ZFt!&BR<p1Od1z<o1y~3SeVoOeoAy%M{2yz_!%nvMO~g
z%bT;h(3(MCM}{2aE|M3meCG4=XV0DmlvuSijQ{J$xqSN5Bn~;o{J&nV|GZq|?QToB
z?+~MPs4zoGRrQq*lpQfI!9Q*P!=s~!ZYe@2aY9k=F~FvgPm~`qFCYGOlQ?UT*}^2z
zh$t#-*RbeCY;U<15|YJ?9lFKh_Y|#yoaw>!{@h0LE?&K=Ro~MUfL~7-3<pk{HAIGi
znN4mwt#ugQJ&uYePzKHl_TrT%&@*}Oh)foTDpk1Zn`3#QJj3%SY9)gq3A5lcAkICL
z?p}RGMMXGY7J?%u@h*RioJh0%{d>Bi7t!R^$SC0RI-b%TiWfsES^LvX4TUPWy-BSi
zG!s>y9Cp=S!1-kr%BvH_;0_B!PX^pCt$GD`b~}MBlGZ-_tRT#p#On|LHc3_mNcDc8
z*9%Y<emDst18M*6-8+(iKz@ZQF33q3yBSo%sM=CYnmT}{psAw@x!78GV~8shvwBd+
z$a4hl5Lyw~2{=2z0WeO<&be0nn&Q8D^(ry9>)C;@qf(voQ^4A*hmc#)Np6AXtP_bI
z!6jD32(`nao|EWPW*{cdML7#NQ&?X}YW<0nonOi!o9njqpg16eevzgxL8dWGBgsCt
zXHK7v`Th`xqx5mz{am|?9DAQ53x*)Vq-_#0@7S(L3Q;GLOz!M;6a}N}i-P(43SPyp
zy#O=EKYsjj8WU|Z=<@Pb6tpOtn~Oj-^EU0|=8E;<YRyI|kT8Z<qNPavM6x!qA`?tO
z6OA(aM@v^xn(*g{WCZ{r@%7=vf|T&9a?`s(0}~$?jQ>o;-brS7nY%A(o(Q@iZZDFa
z4|g@$1AtcSL|eF!^B?kWJ$XiWFm?OAJ&$Y2f_0ODf~V-2ORI4(o&j?_@g#p8k0Z7J
z3Tb!54BqK6T1G_NLY`wv6$%LmIwmkLQRpF$31}`k$>ns6fRTLVejR)DcG1zk*c2RC
ou~9G>qSiem<bRf2>ht1~%7??PjQ(5tDEQA`hfb(wDVzEIZv<dT?f?J)

literal 0
HcmV?d00001

diff --git a/_modules/mtbp3/stdiso/pdfsummary.html b/_modules/mtbp3/stdiso/pdfsummary.html
index b9e1da15..1b3f07e1 100644
--- a/_modules/mtbp3/stdiso/pdfsummary.html
+++ b/_modules/mtbp3/stdiso/pdfsummary.html
@@ -130,14 +130,15 @@ <h1>Source code for mtbp3.stdiso.pdfsummary</h1><div class="highlight"><pre>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">n_page</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">get_num_pages</span><span class="p">()</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">file_size</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">getsize</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pdf_path</span><span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">n_image_in_page</span> <span class="o">=</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">pages</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">images</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">n_page</span><span class="p">)]</span></div>
-
+        <span class="bp">self</span><span class="o">.</span><span class="n">n_image_in_page</span> <span class="o">=</span> <span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">pages</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">images</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">n_page</span><span class="p">)]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">n_image</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">n_image_in_page</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">meta</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">metadata</span></div>
 
 
 <span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&quot;__main__&quot;</span><span class="p">:</span>
 
-    <span class="n">pdf_obj</span> <span class="o">=</span> <span class="n">pdfSummary</span><span class="p">()</span>
-    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Pages:&quot;</span><span class="p">,</span> <span class="n">pdf_obj</span><span class="o">.</span><span class="n">pp</span><span class="o">.</span><span class="n">pages</span><span class="p">)</span>
+    <span class="n">pdf_obj</span> <span class="o">=</span> <span class="n">pdfSummary</span><span class="p">(</span><span class="s2">&quot;/Users/yh2020/dt2/proj/mtbp3/mtbp3/data/attention.pdf&quot;</span><span class="p">)</span>
+    <span class="nb">print</span><span class="p">(</span><span class="n">pdf_obj</span><span class="o">.</span><span class="n">meta</span><span class="o">.</span><span class="n">creation_date</span><span class="p">)</span>
 
 </pre></div>
 
diff --git a/_sources/std_iso_pdf.ipynb.txt b/_sources/std_iso_pdf.ipynb.txt
index 1ce66510..9629d688 100644
--- a/_sources/std_iso_pdf.ipynb.txt
+++ b/_sources/std_iso_pdf.ipynb.txt
@@ -23,13 +23,13 @@
                 "        - ISO 19005-2:2011/PDF/A-2 (based on PDF v1.7)\n",
                 "        - ISO 19005-3:2012/PDF/A-3 (add file)\n",
                 "    - Not allow: audio, video, 3d objects, JS, certain actions, encryption, non-standard metadata\n",
-                "    - Require: embed font with proper license \n",
+                "    - Require: embedding font with proper license \n",
                 "- ISO 24517/PDF/E  for representing engineering documents.\n",
                 "\n",
-                "For regulatory submission, FDA currently support \"PDF versions 1.4 through 1.7, PDF/A-1 and PDF/A-2\"[^5].\n",
-                "Steps for **creating and validating** PDF/A files can be found in reference [^4].\n",
+                "For regulatory submission, FDA currently support \"PDF versions 1.4 through 1.7, PDF/A-1 and PDF/A-2\"[^4].\n",
+                "Steps for **creating and validating** PDF/A files can be found in reference [^5][^6].\n",
                 "\n",
-                "The module `stdiso.pdfsummary` depends on package `pypdf` [^6].\n",
+                "The module `stdiso.pdfsummary` depends on package `pypdf` [^7].\n",
                 "The module `stdiso.pdfsummary` include functions for creating summaries about a specified PDF file.\n"
             ]
         },
@@ -58,6 +58,7 @@
                 "\n",
                 "pfr = pdfSummary(path=\"\")\n",
                 "print(\"File size:\", pfr.file_size, \" bytes\")\n",
+                "print(\"Creation date:\", pfr.meta.creation_date)\n",
                 "print(\"Number of pages:\", pfr.n_page)\n",
                 "print(\"Number of figures within individual pages:\", pfr.n_image_in_page)"
             ]
@@ -78,9 +79,10 @@
                 "[^1]: Adobe. (2024). Everything you need to know about the PDF. ([web page](https://www.adobe.com/acrobat/about-adobe-pdf.html))\n",
                 "[^2]: ISO. (2021). The standard for PDF is revised. ([web page](https://www.iso.org/news/ref2608.html))\n",
                 "[^3]: pdfa.org. (2013). PDF/A in a Nutshell 2.0. ([web page](https://pdfa.org/resource/pdfa-in-a-nutshell-2-0/))\n",
-                "[^4]: Adobe. (2023). PDF/X-, PDF/A-, and PDF/E-compliant files (Acrobat Pro). ([web page](https://helpx.adobe.com/acrobat/using/pdf-x-pdf-a-pdf.htm))\n",
-                "[^5]: FDA. (2016). Portable Document Format (PDF) Specifications. ([pdf](https://www.fda.gov/files/drugs/published/Portable-Document-Format-Specifications.pdf))\n",
-                "[^6]: pypdf Contributors. (2024). pypdf. ([web page](https://pypdf.readthedocs.io/en/stable/index.html))\n",
+                "[^4]: FDA. (2016). Portable Document Format (PDF) Specifications. ([pdf](https://www.fda.gov/files/drugs/published/Portable-Document-Format-Specifications.pdf))\n",
+                "[^5]: Adobe. (2023). PDF/X-, PDF/A-, and PDF/E-compliant files (Acrobat Pro). ([web page](https://helpx.adobe.com/acrobat/using/pdf-x-pdf-a-pdf.html))\n",
+                "[^6]: pypdf Contributors. (2024). PDF/A Compliance. ([web page](https://pypdf.readthedocs.io/en/stable/user/pdfa-compliance.html))\n",
+                "[^7]: pypdf Contributors. (2024). pypdf. ([web page](https://pypdf.readthedocs.io/en/stable/index.html))\n",
                 "\n",
                 "\n",
                 "\n",
diff --git a/_static/reports/coverage/coverage-badge.svg b/_static/reports/coverage/coverage-badge.svg
index 118abdb9..ec3d52ef 100644
--- a/_static/reports/coverage/coverage-badge.svg
+++ b/_static/reports/coverage/coverage-badge.svg
@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 35.01%"><title>coverage: 35.01%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#e05d44"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">35.01%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">35.01%</text></g></svg>
\ No newline at end of file
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="114" height="20" role="img" aria-label="coverage: 34.96%"><title>coverage: 34.96%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="114" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="53" height="20" fill="#e05d44"/><rect width="114" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="865" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="430">34.96%</text><text x="865" y="140" transform="scale(.1)" fill="#fff" textLength="430">34.96%</text></g></svg>
\ No newline at end of file
diff --git a/_static/reports/coverage/coverage.xml b/_static/reports/coverage/coverage.xml
index 17355e91..7592e011 100644
--- a/_static/reports/coverage/coverage.xml
+++ b/_static/reports/coverage/coverage.xml
@@ -1,5 +1,5 @@
 <?xml version="1.0" ?>
-<coverage version="7.5.4" timestamp="1720381116829" lines-valid="1348" lines-covered="472" line-rate="0.3501" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
+<coverage version="7.5.4" timestamp="1720384549406" lines-valid="1350" lines-covered="472" line-rate="0.3496" branches-covered="0" branches-valid="0" branch-rate="0" complexity="0">
 	<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.5.4 -->
 	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
 	<sources>
@@ -835,9 +835,11 @@
 						<line number="36" hits="0"/>
 						<line number="37" hits="0"/>
 						<line number="38" hits="0"/>
-						<line number="41" hits="0"/>
-						<line number="43" hits="0"/>
+						<line number="39" hits="0"/>
+						<line number="40" hits="0"/>
+						<line number="42" hits="0"/>
 						<line number="44" hits="0"/>
+						<line number="45" hits="0"/>
 					</lines>
 				</class>
 			</classes>
diff --git a/_static/reports/junit/junit.xml b/_static/reports/junit/junit.xml
index 214f453b..fd9a6fcf 100644
--- a/_static/reports/junit/junit.xml
+++ b/_static/reports/junit/junit.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8"?><testsuites><testsuite name="pytest" errors="0" failures="0" skipped="0" tests="30" time="6.800" timestamp="2024-07-07T19:38:25.315311" hostname="fv-az1980-515"><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_invalid_input" time="0.002" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_missing_column" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_with_difference" time="0.005" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_without_difference" time="0.002" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_existing_column" time="0.010" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_non_existing_column" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_non_existing_group" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_same_group_and_column" time="0.001" /><testcase classname="tests.test_emt.TestEmt" name="test_expected_file_lists" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_files" time="0.005" /><testcase classname="tests.test_emt.TestEmt" name="test_find_hlgt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_hlt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_llt" time="0.007" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt_given_soc" time="0.006" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt_given_soc_primary_only" time="0.006" /><testcase classname="tests.test_emt.TestEmt" name="test_find_soc" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_list_files" time="0.026" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_dataframe" time="0.001" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_json" time="0.001" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_list" time="0.001" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_string" time="0.000" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_tree" time="0.013" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_tree2" time="0.008" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_calculate_kendall_tau_with_dataframe" time="0.002" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_calculate_kendall_tau_with_list" time="0.002" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_plot_y_list" time="0.018" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_bootstrap_cohen_ci" time="0.229" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_cohen" time="0.067" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_fleiss_kappa" time="0.066" /></testsuite></testsuites>
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8"?><testsuites><testsuite name="pytest" errors="0" failures="0" skipped="0" tests="30" time="6.498" timestamp="2024-07-07T20:35:37.728409" hostname="fv-az973-881"><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_invalid_input" time="0.002" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_missing_column" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_with_difference" time="0.005" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_1df_without_difference" time="0.002" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_existing_column" time="0.009" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_non_existing_column" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_non_existing_group" time="0.001" /><testcase classname="tests.test_cdt.TestCdt" name="test_diff_2cols_in_2df_with_same_group_and_column" time="0.001" /><testcase classname="tests.test_emt.TestEmt" name="test_expected_file_lists" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_files" time="0.005" /><testcase classname="tests.test_emt.TestEmt" name="test_find_hlgt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_hlt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_llt" time="0.008" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt_given_soc" time="0.007" /><testcase classname="tests.test_emt.TestEmt" name="test_find_pt_given_soc_primary_only" time="0.006" /><testcase classname="tests.test_emt.TestEmt" name="test_find_soc" time="0.004" /><testcase classname="tests.test_emt.TestEmt" name="test_list_files" time="0.027" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_dataframe" time="0.002" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_json" time="0.001" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_list" time="0.001" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_string" time="0.000" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_tree" time="0.014" /><testcase classname="tests.test_lsr.TestLsrTree" name="test_list_files_tree2" time="0.009" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_calculate_kendall_tau_with_dataframe" time="0.002" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_calculate_kendall_tau_with_list" time="0.002" /><testcase classname="tests.test_statlab_corr.TestCorrCalculator" name="test_plot_y_list" time="0.019" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_bootstrap_cohen_ci" time="0.233" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_cohen" time="0.070" /><testcase classname="tests.test_statlab_kappa.TestKappaCalculator" name="test_fleiss_kappa" time="0.071" /></testsuite></testsuites>
\ No newline at end of file
diff --git a/_static/reports/junit/report.html b/_static/reports/junit/report.html
index e0766907..ec6b1331 100644
--- a/_static/reports/junit/report.html
+++ b/_static/reports/junit/report.html
@@ -328,7 +328,7 @@
   </head>
   <body>
     <h1 id="title">report.html</h1>
-    <p>Report generated on 07-Jul-2024 at 19:38:32 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 07-Jul-2024 at 20:35:44 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
       <h2>Environment</h2>
@@ -382,7 +382,7 @@ <h2>Environment</h2>
         <h2>Summary</h2>
         <div class="additional-summary prefix">
         </div>
-        <p class="run-count">30 tests took 499 ms.</p>
+        <p class="run-count">30 tests took 517 ms.</p>
         <p class="filter">(Un)check the boxes to filter the results.</p>
         <div class="summary__reload">
           <div class="summary__reload__button hidden" onclick="location.reload()">
@@ -429,7 +429,7 @@ <h2>Summary</h2>
     </table>
   </body>
   <footer>
-    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.10.14&#34;, &#34;Platform&#34;: &#34;Linux-6.5.0-1022-azure-x86_64-with-glibc2.35&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.2.2&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}, &#34;CI&#34;: &#34;true&#34;, &#34;JAVA_HOME&#34;: &#34;/usr/lib/jvm/temurin-11-jdk-amd64&#34;}, &#34;tests&#34;: {&#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;, &#34;duration&#34;: &#34;10 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;10 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_expected_file_lists&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_files&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlgt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;, &#34;duration&#34;: &#34;7 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_llt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;7 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_list_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_list_files&#34;, &#34;duration&#34;: &#34;26 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_list_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;26 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_json&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;, &#34;duration&#34;: &#34;0 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_string&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;0 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;, &#34;duration&#34;: &#34;13 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;13 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;, &#34;duration&#34;: &#34;8 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;, &#34;duration&#34;: &#34;18 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;18 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;, &#34;duration&#34;: &#34;229 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;229 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;, &#34;duration&#34;: &#34;67 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;67 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;, &#34;duration&#34;: &#34;66 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;66 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;report.html&#34;}"></div>
+    <div id="data-container" data-jsonblob="{&#34;environment&#34;: {&#34;Python&#34;: &#34;3.10.14&#34;, &#34;Platform&#34;: &#34;Linux-6.5.0-1022-azure-x86_64-with-glibc2.35&#34;, &#34;Packages&#34;: {&#34;pytest&#34;: &#34;8.2.2&#34;, &#34;pluggy&#34;: &#34;1.5.0&#34;}, &#34;Plugins&#34;: {&#34;html&#34;: &#34;4.1.1&#34;, &#34;metadata&#34;: &#34;3.1.1&#34;}, &#34;CI&#34;: &#34;true&#34;, &#34;JAVA_HOME&#34;: &#34;/usr/lib/jvm/temurin-11-jdk-amd64&#34;}, &#34;tests&#34;: {&#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_invalid_input&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_missing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_with_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_1df_without_difference&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&#34;, &#34;duration&#34;: &#34;9 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;9 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_non_existing_group&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_cdt.py::TestCdt::test_diff_2cols_in_2df_with_same_group_and_column&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_expected_file_lists&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_expected_file_lists&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_files&#34;, &#34;duration&#34;: &#34;5 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;5 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlgt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlgt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_hlt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_hlt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_llt&#34;, &#34;duration&#34;: &#34;8 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_llt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc&#34;, &#34;duration&#34;: &#34;7 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;7 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&#34;, &#34;duration&#34;: &#34;6 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_pt_given_soc_primary_only&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;6 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_find_soc&#34;, &#34;duration&#34;: &#34;4 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_find_soc&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;4 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_emt.py::TestEmt::test_list_files&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_emt.py::TestEmt::test_list_files&#34;, &#34;duration&#34;: &#34;27 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_emt.py::TestEmt::test_list_files&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;27 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_json&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;, &#34;duration&#34;: &#34;0 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_string&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;0 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;, &#34;duration&#34;: &#34;14 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;14 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;, &#34;duration&#34;: &#34;9 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;9 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;, &#34;duration&#34;: &#34;19 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;19 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;, &#34;duration&#34;: &#34;233 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;233 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;, &#34;duration&#34;: &#34;70 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;70 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;, &#34;duration&#34;: &#34;71 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;71 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;report.html&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/example_cdtg.html b/example_cdtg.html
index 8e2c341f..618697f8 100644
--- a/example_cdtg.html
+++ b/example_cdtg.html
@@ -116,15 +116,13 @@ <h1>U/Graph/Categorical Plots Using catPlotter<a class="headerlink" href="#u-gra
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 5.6% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 20.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
   warnings.warn(msg, UserWarning)
-/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 20.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
-  warnings.warn(msg, UserWarning)
-/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 15.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
+/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 30.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
   warnings.warn(msg, UserWarning)
 </pre></div>
 </div>
-<img alt="_images/7fd4a6fe5a00ab01f25b3a2b761fe49ae291523c40b46bd499b410410a469d72.png" src="_images/7fd4a6fe5a00ab01f25b3a2b761fe49ae291523c40b46bd499b410410a469d72.png" />
+<img alt="_images/e5388e10365b94fa6a71112c2e880e8f27654973720d4ef593ba7ca4421f4ec2.png" src="_images/e5388e10365b94fa6a71112c2e880e8f27654973720d4ef593ba7ca4421f4ec2.png" />
 </div>
 </div>
 <p>To create a line plot:</p>
@@ -136,7 +134,7 @@ <h1>U/Graph/Categorical Plots Using catPlotter<a class="headerlink" href="#u-gra
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="_images/6d5f3f9f8b147cd35d77fe029fc7551e2dc947d11a8157855147204ec45f83ea.png" src="_images/6d5f3f9f8b147cd35d77fe029fc7551e2dc947d11a8157855147204ec45f83ea.png" />
+<img alt="_images/ddca254f399bfda7865640a085bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png" src="_images/ddca254f399bfda7865640a085bc17e2e26d11a94d3ace1ec4f4f50ee9425137.png" />
 </div>
 </div>
 </section>
diff --git a/example_clinical.html b/example_clinical.html
index c0e13dd9..41d3745b 100644
--- a/example_clinical.html
+++ b/example_clinical.html
@@ -114,8 +114,8 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  study treatment subject   visit  meal  calorie
-0  STD1      TRT1  SUBJ01  VISIT1     1     1407
-1  STD1      TRT1  SUBJ01  VISIT1     2     1769
+0  STD1      TRT1  SUBJ01  VISIT1     1     1037
+1  STD1      TRT1  SUBJ01  VISIT1     2     1888
 </pre></div>
 </div>
 </div>
@@ -132,12 +132,12 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  study treatment subject   visit  N(0&lt;=X&lt;500)  N(500&lt;=X&lt;1000)  \
-0  STD1      TRT1  SUBJ01  VISIT1            0               2   
-1  STD1      TRT1  SUBJ02  VISIT1            0               1   
+0  STD1      TRT1  SUBJ01  VISIT1            0               0   
+1  STD1      TRT1  SUBJ01  VISIT2            1               1   
 
    N(1000&lt;=V&lt;=2000)  N(all)  
-0                 3       5  
-1                 3       4  
+0                 2       2  
+1                 3       5  
 </pre></div>
 </div>
 </div>
@@ -152,22 +152,22 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>   study treatment   visit  N(0&lt;=X&lt;3)  N(3&lt;=X&lt;5)  N(5&lt;=V&lt;=7)  N(all)
-0   STD1      TRT1  VISIT1          1         14           5      20
-1   STD1      TRT1  VISIT2          1          8           5      14
-2   STD1      TRT1  VISIT3          0          8           4      12
-3   STD1      TRT1  VISIT4          3          4           2       9
+0   STD1      TRT1  VISIT1          6          9           5      20
+1   STD1      TRT1  VISIT2          5          8           2      15
+2   STD1      TRT1  VISIT3          1          6           4      11
+3   STD1      TRT1  VISIT4          2          1           0       3
 4   STD1      TRT2  VISIT1          5          9           6      20
-5   STD1      TRT2  VISIT2          7          9           2      18
-6   STD1      TRT2  VISIT3          5          5           3      13
-7   STD1      TRT2  VISIT4          1          2           1       4
-8   STD2      TRT1  VISIT1          5         12           3      20
-9   STD2      TRT1  VISIT2          3          7           4      14
-10  STD2      TRT1  VISIT3          1          4           3       8
-11  STD2      TRT1  VISIT4          3          2           0       5
-12  STD2      TRT2  VISIT1          7          8           5      20
-13  STD2      TRT2  VISIT2          2         10           3      15
-14  STD2      TRT2  VISIT3          4          3           4      11
-15  STD2      TRT2  VISIT4          3          1           1       5
+5   STD1      TRT2  VISIT2          5          9           2      16
+6   STD1      TRT2  VISIT3          1          9           2      12
+7   STD1      TRT2  VISIT4          1          4           1       6
+8   STD2      TRT1  VISIT1          3         10           7      20
+9   STD2      TRT1  VISIT2          3          8           4      15
+10  STD2      TRT1  VISIT3          1          4           1       6
+11  STD2      TRT1  VISIT4          0          3           0       3
+12  STD2      TRT2  VISIT1          4         10           6      20
+13  STD2      TRT2  VISIT2          5          5           5      15
+14  STD2      TRT2  VISIT3          2          7           3      12
+15  STD2      TRT2  VISIT4          0          2           5       7
 </pre></div>
 </div>
 </div>
@@ -181,22 +181,22 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>   study treatment   visit  Sum(0&lt;=X&lt;3)  Sum(3&lt;=X&lt;5)  Sum(5&lt;=V&lt;=7)  Sum(all)
-0   STD1      TRT1  VISIT1            2           50            25        77
-1   STD1      TRT1  VISIT2            2           28            25        55
-2   STD1      TRT1  VISIT3            0           27            20        47
-3   STD1      TRT1  VISIT4            6           12            10        28
-4   STD1      TRT2  VISIT1           10           30            30        70
-5   STD1      TRT2  VISIT2           14           31            10        55
-6   STD1      TRT2  VISIT3           10           18            15        43
-7   STD1      TRT2  VISIT4            2            8             5        15
-8   STD2      TRT1  VISIT1           10           40            15        65
-9   STD2      TRT1  VISIT2            6           26            20        52
-10  STD2      TRT1  VISIT3            2           14            15        31
-11  STD2      TRT1  VISIT4            6            6             0        12
-12  STD2      TRT2  VISIT1           14           29            25        68
-13  STD2      TRT2  VISIT2            4           34            15        53
-14  STD2      TRT2  VISIT3            8           12            20        40
-15  STD2      TRT2  VISIT4            6            4             5        15
+0   STD1      TRT1  VISIT1           12           31            25        68
+1   STD1      TRT1  VISIT2           10           30            10        50
+2   STD1      TRT1  VISIT3            2           19            20        41
+3   STD1      TRT1  VISIT4            4            4             0         8
+4   STD1      TRT2  VISIT1           10           33            30        73
+5   STD1      TRT2  VISIT2           10           33            10        53
+6   STD1      TRT2  VISIT3            2           31            10        43
+7   STD1      TRT2  VISIT4            2           13             5        20
+8   STD2      TRT1  VISIT1            6           35            35        76
+9   STD2      TRT1  VISIT2            6           29            20        55
+10  STD2      TRT1  VISIT3            2           16             5        23
+11  STD2      TRT1  VISIT4            0           10             0        10
+12  STD2      TRT2  VISIT1            8           36            30        74
+13  STD2      TRT2  VISIT2           10           19            25        54
+14  STD2      TRT2  VISIT3            4           24            15        43
+15  STD2      TRT2  VISIT4            0            7            25        32
 </pre></div>
 </div>
 </div>
diff --git a/example_emt3.html b/example_emt3.html
index 9f237e19..886a3700 100644
--- a/example_emt3.html
+++ b/example_emt3.html
@@ -279,91 +279,91 @@ <h2>FMQ Tree<a class="headerlink" href="#fmq-tree" title="Link to this heading">
     │   ├── [Classification] Broad:
     │   │   ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
     │   │   │   ├── [PT01] Complicated appendicitis
-    │   │   │   ├── [PT02] Gastroenteritis escherichia coli
-    │   │   │   ├── [PT03] Gastroenteritis Escherichia coli
-    │   │   │   ├── [PT04] Helicobacter duodenal ulcer
-    │   │   │   ├── [PT05] Infantile colic
-    │   │   │   ├── [PT06] CRIA syndrome
-    │   │   │   ├── [PT07] Bauhin&#39;s valve syndrome
-    │   │   │   ├── [PT08] Yao syndrome
-    │   │   │   ├── [PT09] Peritoneoplasty
-    │   │   │   └── [PT10] Segmental arterial mediolysis
+    │   │   │   ├── [PT02] Gastric irritation
+    │   │   │   ├── [PT03] Gastritis erosive
+    │   │   │   ├── [PT04] Gastroenteritis escherichia coli
+    │   │   │   ├── [PT05] Gastroenterostomy
+    │   │   │   ├── [PT06] Helicobacter duodenal ulcer
+    │   │   │   ├── [PT07] Infantile colic
+    │   │   │   └── [PT08] Yao syndrome
     │   │   ├── [SOC] soc360phgmkaCxrALPg:
-    │   │   │   ├── [PT11] Gastric irritation
-    │   │   │   ├── [PT12] Gastro-enterostomy
-    │   │   │   ├── [PT13] Large intestine infection
-    │   │   │   └── [PT14] Peptic ulcer
+    │   │   │   ├── [PT09] Haemorrhagic erosive gastritis
+    │   │   │   ├── [PT10] Large intestine infection
+    │   │   │   ├── [PT11] Peptic ulcer
+    │   │   │   ├── [PT12] Visceral pain
+    │   │   │   ├── [PT13] CRIA syndrome
+    │   │   │   └── [PT14] Segmental arterial mediolysis
     │   │   └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
     │   │       ├── [PT15] Carnett&#39;s sign positive
-    │   │       ├── [PT16] Gastritis erosive
-    │   │       ├── [PT17] Gastroenterostomy
-    │   │       ├── [PT18] Haemorrhagic erosive gastritis
-    │   │       ├── [PT19] Ulcerative duodenitis
-    │   │       └── [PT20] Visceral pain
+    │   │       ├── [PT16] Gastroenteritis Escherichia coli
+    │   │       ├── [PT17] Gastro-enterostomy
+    │   │       ├── [PT18] Ulcerative duodenitis
+    │   │       ├── [PT19] Bauhin&#39;s valve syndrome
+    │   │       └── [PT20] Peritoneoplasty
     │   └── [Classification] Narrow:
     │       ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
     │       │   ├── [PT21] Abdominal discomfort
-    │       │   ├── [PT22] Abdominal migraine
-    │       │   ├── [PT23] Abdominal pain aggravated
-    │       │   ├── [PT24] Abdominal pain lower
-    │       │   ├── [PT25] Abdominal pain upper
-    │       │   ├── [PT26] Abdominal rigidity
-    │       │   ├── [PT27] Abdominal tenderness
-    │       │   ├── [PT28] Acute abdomen
-    │       │   ├── [PT29] Gastrointestinal discomfort
-    │       │   ├── [PT30] Gastrointestinal upset
-    │       │   ├── [PT31] Intestinal spasm
-    │       │   ├── [PT32] Stomach discomfort
-    │       │   ├── [PT33] Ulcer type pain
-    │       │   └── [PT34] Ilioinguinal neuralgia
+    │       │   ├── [PT22] Abdominal pain lower
+    │       │   ├── [PT23] Enteric neuropathy
+    │       │   ├── [PT24] Gastrointestinal pain
+    │       │   ├── [PT25] Stomach discomfort
+    │       │   ├── [PT26] Ulcer type pain
+    │       │   └── [PT27] Ilioinguinal neuralgia
     │       ├── [SOC] soc360phgmkaCxrALPg:
-    │       │   ├── [PT35] Epigastric discomfort
-    │       │   └── [PT36] Spleen pain
+    │       │   ├── [PT28] Abdominal pain
+    │       │   ├── [PT29] Abdominal pain aggravated
+    │       │   ├── [PT30] Abdominal pain upper
+    │       │   ├── [PT31] Abdominal rigidity
+    │       │   ├── [PT32] Abdominal tenderness
+    │       │   ├── [PT33] Gastrointestinal discomfort
+    │       │   └── [PT34] Gastrointestinal pain NOS
     │       └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-    │           ├── [PT37] Abdominal pain
-    │           ├── [PT38] Abdominal pain NOS
-    │           ├── [PT39] Abdominal rebound tenderness
-    │           ├── [PT40] Enteric neuropathy
-    │           ├── [PT41] Gastrointestinal pain
-    │           ├── [PT42] Gastrointestinal pain NOS
-    │           └── [PT43] Perihepatic discomfort
+    │           ├── [PT35] Abdominal migraine
+    │           ├── [PT36] Abdominal pain NOS
+    │           ├── [PT37] Abdominal rebound tenderness
+    │           ├── [PT38] Acute abdomen
+    │           ├── [PT39] Epigastric discomfort
+    │           ├── [PT40] Gastrointestinal upset
+    │           ├── [PT41] Intestinal spasm
+    │           ├── [PT42] Perihepatic discomfort
+    │           └── [PT43] Spleen pain
     └── Abnormal Uterine Bleeding:
         ├── [Classification] Broad:
         │   ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
-        │   │   ├── [PT01] Dysmenorrhea
-        │   │   ├── [PT02] Menstrual disorder
+        │   │   ├── [PT01] Dysmenorrhoea
+        │   │   ├── [PT02] Follicle-stimulating hormone deficiency
         │   │   └── [PT03] Uterine dehiscence
         │   ├── [SOC] soc360phgmkaCxrALPg:
-        │   │   ├── [PT04] Follicle-stimulating hormone deficiency
-        │   │   └── [PT05] Ovarian dysfunction
+        │   │   ├── [PT04] Anovulatory cycle
+        │   │   ├── [PT05] Bleeding anovulatory
+        │   │   ├── [PT06] Dysmenorrhea
+        │   │   └── [PT07] Follicle stimulating hormone deficiency
         │   └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-        │       ├── [PT06] Anovulatory cycle
-        │       ├── [PT07] Bleeding anovulatory
-        │       ├── [PT08] Dysmenorrhoea
-        │       └── [PT09] Follicle stimulating hormone deficiency
+        │       ├── [PT08] Menstrual disorder
+        │       └── [PT09] Ovarian dysfunction
         └── [Classification] Narrow:
             ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
-            │   ├── [PT10] Cervix haemorrhage uterine
-            │   └── [PT11] Uterine haemorrhage
+            │   ├── [PT10] Heavy menstrual bleeding
+            │   ├── [PT11] Intermenstrual bleeding
+            │   ├── [PT12] Menstruation delayed
+            │   ├── [PT13] Metrorrhagia
+            │   ├── [PT14] Polymenorrhoea
+            │   └── [PT15] Postmenopausal haemorrhage
             ├── [SOC] soc360phgmkaCxrALPg:
-            │   ├── [PT12] Abnormal uterine bleeding
-            │   ├── [PT13] Dysfunctional uterine bleeding
-            │   ├── [PT14] Heavy menstrual bleeding
-            │   ├── [PT15] Hypomenorrhoea
-            │   ├── [PT16] Intermenstrual bleeding
-            │   ├── [PT17] Menorrhagia
-            │   ├── [PT18] Menstruation irregular
-            │   ├── [PT19] Postmenopausal haemorrhage
-            │   └── [PT20] Vaginal haemorrhage
+            │   ├── [PT16] Abnormal withdrawal bleeding
+            │   ├── [PT17] Cervix haemorrhage uterine
+            │   ├── [PT18] Menometrorrhagia
+            │   ├── [PT19] Menorrhagia
+            │   ├── [PT20] Oligomenorrhoea
+            │   ├── [PT21] Polymenorrhagia
+            │   └── [PT22] Uterine rupture
             └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-                ├── [PT21] Abnormal withdrawal bleeding
-                ├── [PT22] Menometrorrhagia
-                ├── [PT23] Menstruation delayed
-                ├── [PT24] Metrorrhagia
-                ├── [PT25] Oligomenorrhoea
-                ├── [PT26] Polymenorrhagia
-                ├── [PT27] Polymenorrhoea
-                └── [PT28] Uterine rupture
+                ├── [PT23] Abnormal uterine bleeding
+                ├── [PT24] Dysfunctional uterine bleeding
+                ├── [PT25] Hypomenorrhoea
+                ├── [PT26] Menstruation irregular
+                ├── [PT27] Uterine haemorrhage
+                └── [PT28] Vaginal haemorrhage
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
@@ -387,92 +387,92 @@ <h2>FMQ Tree<a class="headerlink" href="#fmq-tree" title="Link to this heading">
                                             Abdominal Pain ──┤    
                                 Broad [Classification] ──┤   │    
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤   │   │    
+                Bauhin&#39;s valve syndrome [PT06] ──┤   │   │   │    
                 Carnett&#39;s sign positive [PT01] ──┤   │   │   │    
-       Gastroenteritis Escherichia coli [PT02] ──┤   │   │   │    
-            Helicobacter duodenal ulcer [PT03] ──┤   │   │   │    
-                        Infantile colic [PT04] ──┤   │   │   │    
-              Large intestine infection [PT05] ──┤   │   │   │    
-                        Peritoneoplasty [PT06] ──┘   │   │   │    
+                     Gastric irritation [PT02] ──┤   │   │   │    
+       Gastroenteritis escherichia coli [PT03] ──┤   │   │   │    
+            Helicobacter duodenal ulcer [PT04] ──┤   │   │   │    
+                        Infantile colic [PT05] ──┘   │   │   │    
                          soc360phgmkaCxrALPg [SOC] ──┤   │   │    
-       Gastroenteritis escherichia coli [PT07] ──┤   │   │   │    
-                      Gastroenterostomy [PT08] ──┤   │   │   │    
-                           Peptic ulcer [PT09] ──┤   │   │   │    
-          Segmental arterial mediolysis [PT11] ──┤   │   │   │    
-                  Ulcerative duodenitis [PT10] ──┘   │   │   │    
+                          CRIA syndrome [PT09] ──┤   │   │   │    
+                           Peptic ulcer [PT07] ──┤   │   │   │    
+                        Peritoneoplasty [PT10] ──┤   │   │   │    
+                          Visceral pain [PT08] ──┘   │   │   │    
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘   │   │    
-                Bauhin&#39;s valve syndrome [PT19] ──┤       │   │    
-                          CRIA syndrome [PT18] ──┤       │   │    
-               Complicated appendicitis [PT12] ──┤       │   │    
-                     Gastric irritation [PT13] ──┤       │   │    
-                      Gastritis erosive [PT14] ──┤       │   │    
+               Complicated appendicitis [PT11] ──┤       │   │    
+                      Gastritis erosive [PT12] ──┤       │   │    
                      Gastro-enterostomy [PT15] ──┤       │   │    
+       Gastroenteritis Escherichia coli [PT13] ──┤       │   │    
+                      Gastroenterostomy [PT14] ──┤       │   │    
          Haemorrhagic erosive gastritis [PT16] ──┤       │   │    
-                          Visceral pain [PT17] ──┤       │   │    
-                           Yao syndrome [PT20] ──┘       │   │    
+              Large intestine infection [PT17] ──┤       │   │    
+          Segmental arterial mediolysis [PT20] ──┤       │   │    
+                  Ulcerative duodenitis [PT18] ──┤       │   │    
+                           Yao syndrome [PT19] ──┘       │   │    
                                Narrow [Classification] ──┘   │    
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤       │    
+                   Abdominal discomfort [PT21] ──┤   │       │    
                      Abdominal pain NOS [PT22] ──┤   │       │    
-                         Abdominal pain [PT21] ──┤   │       │    
-                   Abdominal pain upper [PT23] ──┤   │       │    
-           Abdominal rebound tenderness [PT24] ──┤   │       │    
-                   Abdominal tenderness [PT25] ──┤   │       │    
-                          Acute abdomen [PT26] ──┤   │       │    
-                  Gastrointestinal pain [PT27] ──┤   │       │    
-                 Ilioinguinal neuralgia [PT29] ──┤   │       │    
-                       Intestinal spasm [PT28] ──┘   │       │    
+                          Acute abdomen [PT23] ──┤   │       │    
+              Gastrointestinal pain NOS [PT24] ──┤   │       │    
+                     Stomach discomfort [PT25] ──┘   │       │    
                          soc360phgmkaCxrALPg [SOC] ──┤       │    
-                   Abdominal discomfort [PT30] ──┤   │       │    
-                     Abdominal migraine [PT31] ──┤   │       │    
-              Abdominal pain aggravated [PT32] ──┤   │       │    
-                   Abdominal pain lower [PT33] ──┤   │       │    
-                     Enteric neuropathy [PT34] ──┤   │       │    
-                  Epigastric discomfort [PT35] ──┤   │       │    
-              Gastrointestinal pain NOS [PT36] ──┤   │       │    
-                 Perihepatic discomfort [PT37] ──┤   │       │    
-                        Ulcer type pain [PT38] ──┘   │       │    
+              Abdominal pain aggravated [PT26] ──┤   │       │    
+                   Abdominal pain upper [PT27] ──┤   │       │    
+                     Abdominal rigidity [PT28] ──┤   │       │    
+                   Abdominal tenderness [PT29] ──┤   │       │    
+            Gastrointestinal discomfort [PT30] ──┤   │       │    
+                 Gastrointestinal upset [PT31] ──┤   │       │    
+                 Perihepatic discomfort [PT32] ──┘   │       │    
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘       │    
-                     Abdominal rigidity [PT39] ──┤           │    
-            Gastrointestinal discomfort [PT40] ──┤           │    
-                 Gastrointestinal upset [PT41] ──┤           │    
-                            Spleen pain [PT42] ──┤           │    
-                     Stomach discomfort [PT43] ──┘           │    
+                     Abdominal migraine [PT33] ──┤           │    
+                         Abdominal pain [PT34] ──┤           │    
+                   Abdominal pain lower [PT35] ──┤           │    
+           Abdominal rebound tenderness [PT36] ──┤           │    
+                     Enteric neuropathy [PT37] ──┤           │    
+                  Epigastric discomfort [PT38] ──┤           │    
+                  Gastrointestinal pain [PT39] ──┤           │    
+                 Ilioinguinal neuralgia [PT43] ──┤           │    
+                       Intestinal spasm [PT40] ──┤           │    
+                            Spleen pain [PT41] ──┤           │    
+                        Ulcer type pain [PT42] ──┘           │    
                                  Abnormal Uterine Bleeding ──┘    
                                 Broad [Classification] ──┤        
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤   │        
-Follicle-stimulating hormone deficiency [PT01] ──┤   │   │        
+                      Anovulatory cycle [PT01] ──┘   │   │        
+                         soc360phgmkaCxrALPg [SOC] ──┤   │        
                     Ovarian dysfunction [PT03] ──┤   │   │        
                      Uterine dehiscence [PT02] ──┘   │   │        
-                         soc360phgmkaCxrALPg [SOC] ──┤   │        
-Follicle stimulating hormone deficiency [PT04] ──┤   │   │        
-                     Menstrual disorder [PT05] ──┘   │   │        
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘   │        
-                      Anovulatory cycle [PT06] ──┤       │        
-                   Bleeding anovulatory [PT07] ──┤       │        
-                           Dysmenorrhea [PT08] ──┤       │        
-                          Dysmenorrhoea [PT09] ──┘       │        
+                   Bleeding anovulatory [PT04] ──┤       │        
+                           Dysmenorrhea [PT05] ──┤       │        
+                          Dysmenorrhoea [PT06] ──┤       │        
+Follicle stimulating hormone deficiency [PT08] ──┤       │        
+Follicle-stimulating hormone deficiency [PT07] ──┤       │        
+                     Menstrual disorder [PT09] ──┘       │        
                                Narrow [Classification] ──┘        
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤            
-              Abnormal uterine bleeding [PT10] ──┤   │            
-                 Menstruation irregular [PT11] ──┤   │            
-                           Metrorrhagia [PT12] ──┤   │            
-             Postmenopausal haemorrhage [PT13] ──┤   │            
-                    Vaginal haemorrhage [PT14] ──┘   │            
+           Abnormal withdrawal bleeding [PT10] ──┤   │            
+             Cervix haemorrhage uterine [PT11] ──┤   │            
+                       Menometrorrhagia [PT12] ──┤   │            
+                 Menstruation irregular [PT13] ──┤   │            
+                        Polymenorrhagia [PT14] ──┘   │            
                          soc360phgmkaCxrALPg [SOC] ──┤            
-           Abnormal withdrawal bleeding [PT15] ──┤   │            
-             Cervix haemorrhage uterine [PT16] ──┤   │            
-         Dysfunctional uterine bleeding [PT17] ──┤   │            
-               Heavy menstrual bleeding [PT18] ──┤   │            
-                         Hypomenorrhoea [PT19] ──┤   │            
-                            Menorrhagia [PT20] ──┤   │            
-                        Oligomenorrhoea [PT21] ──┤   │            
-                        Uterine rupture [PT22] ──┘   │            
+                         Hypomenorrhoea [PT15] ──┤   │            
+             Postmenopausal haemorrhage [PT16] ──┤   │            
+                    Uterine haemorrhage [PT17] ──┤   │            
+                    Vaginal haemorrhage [PT18] ──┘   │            
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘            
-                Intermenstrual bleeding [PT23] ──┤                
-                       Menometrorrhagia [PT24] ──┤                
-                   Menstruation delayed [PT25] ──┤                
-                        Polymenorrhagia [PT26] ──┤                
+              Abnormal uterine bleeding [PT19] ──┤                
+         Dysfunctional uterine bleeding [PT20] ──┤                
+               Heavy menstrual bleeding [PT21] ──┤                
+                Intermenstrual bleeding [PT22] ──┤                
+                            Menorrhagia [PT23] ──┤                
+                   Menstruation delayed [PT24] ──┤                
+                           Metrorrhagia [PT25] ──┤                
+                        Oligomenorrhoea [PT26] ──┤                
                          Polymenorrhoea [PT27] ──┤                
-                    Uterine haemorrhage [PT28] ──┘                
+                        Uterine rupture [PT28] ──┘                
 </pre></div>
 </div>
 </div>
diff --git a/example_files.html b/example_files.html
index b0ab03af..b9c072e8 100644
--- a/example_files.html
+++ b/example_files.html
@@ -136,7 +136,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_15/
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_23/
 ├── subfolder1/
 └── subfolder2/
     └── testfile3
@@ -153,7 +153,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_15/  &lt;&lt;&lt;((( F=0; D=2 )))&gt;&gt;&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_23/  &lt;&lt;&lt;((( F=0; D=2 )))&gt;&gt;&gt;
 ├── subfolder1/  &lt;&lt;&lt;((( Empty Folder )))&gt;&gt;&gt;
 └── subfolder2/  &lt;&lt;&lt;((( F=1; D=0 )))&gt;&gt;&gt;
     └── testfile3
@@ -176,7 +176,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 
                    modified                   created  file_type N_page  \
 0                      None                      None       None   None   
-1  Sun Jul  7 19:39:08 2024  Sun Jul  7 19:39:08 2024  testfile3   None   
+1  Sun Jul  7 20:36:24 2024  Sun Jul  7 20:36:24 2024  testfile3   None   
 
   N_column N_row  
 0     None  None  
diff --git a/searchindex.js b/searchindex.js
index 1c870ed0..64cefb83 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Algorithm": [[29, "algorithm"]], "Appendix - View PTs Given Any FMQ": [[25, "appendix-view-pts-given-any-fmq"]], "Assign FMQ File Path": [[25, "assign-fmq-file-path"]], "Assign MedDRA Distribution Folder": [[23, "assign-meddra-distribution-folder"], [24, "assign-meddra-distribution-folder"]], "Attributes": [[5, "attributes"], [11, "attributes"]], "Attribution": [[17, "attribution"]], "Background": [[29, "background"], [30, "background"], [31, "background"]], "Bootstrap CI": [[30, "bootstrap-ci"]], "Bubble Plot": [[30, "bubble-plot"]], "CDISC Foundational Standards": [[32, "cdisc-foundational-standards"]], "CDISC Resource": [[32, "cdisc-resource"]], "Changelog": [[16, "changelog"]], "Classes": [[1, "classes"], [2, "classes"], [3, "classes"], [4, "classes"], [5, "classes"], [6, "classes"], [7, "classes"], [8, "classes"], [11, "classes"], [12, "classes"], [13, "classes"], [14, "classes"], [15, "classes"]], "Code of Conduct": [[17, "code-of-conduct"], [18, "code-of-conduct"]], "Cohen\u2019s Kappa Interpretation (Cohen, 1960)": [[30, "id21"]], "Cohen\u2019s Kappa Interpretation (McHugh, 2012)": [[30, "id22"]], "Cohen\u2019s \\kappa = -0.7241379310344827": [[30, "id28"]], "Cohen\u2019s \\kappa = -1": [[30, "id27"]], "Cohen\u2019s \\kappa = 0": [[30, "id23"], [30, "id24"]], "Cohen\u2019s \\kappa = 1": [[30, "id25"], [30, "id26"]], "Contributing": [[18, "contributing"], [28, "contributing"]], "Count of Ratings": [[31, "tbl-count1"]], "Counts for 2 categories": [[30, "id19"]], "Counts for 3 or more categories": [[30, "id20"]], "Credits": [[28, "credits"]], "Enforcement": [[17, "enforcement"]], "Example - Group-1": [[29, "example-group-1"], [30, "example-group-1"], [31, "example-group-1"]], "Example 1": [[20, "example-1"]], "Extensions": [[30, "extensions"]], "FMQ Tree": [[25, "fmq-tree"]], "Find MedDRA Terms Across Different Hierarchical Levels": [[23, "find-meddra-terms-across-different-hierarchical-levels"]], "Find MedDRA Terms Given a SMQ": [[24, "find-meddra-terms-given-a-smq"]], "Find MedDRA Terms Within a Given Hierarchical Level": [[23, "find-meddra-terms-within-a-given-hierarchical-level"]], "Find SMQ Terms": [[24, "find-smq-terms"]], "Find Terms Given a FMQ": [[25, "find-terms-given-a-fmq"]], "Fix Bugs": [[18, "fix-bugs"]], "Fleiss\u2019s \\kappa = -0.0909090909090909": [[31, "id8"]], "Fleiss\u2019s \\kappa = 1.0": [[31, "id7"]], "Functions": [[5, "functions"], [12, "functions"], [14, "functions"]], "Get Started!": [[18, "get-started"]], "H/Clinical/Grouped Summary": [[20, "h-clinical-grouped-summary"]], "H/MedDRA/(MLGs by CIOMS)": [[26, "h-meddra-mlgs-by-cioms"]], "H/MedDRA/Basics": [[23, "h-meddra-basics"]], "H/MedDRA/FMQs by FDA": [[25, "h-meddra-fmqs-by-fda"]], "H/MedDRA/SMQs by ICH": [[24, "h-meddra-smqs-by-ich"]], "H/eCTD/3.2/Heading": [[21, "h-ectd-3-2-heading"]], "H/eCTD/4.0/Heading": [[22, "h-ectd-4-0-heading"]], "How to Cite": [[28, "how-to-cite"]], "How-to": [[29, "how-to"], [29, "id5"], [30, "how-to"], [31, "how-to"]], "Implement Features": [[18, "implement-features"]], "Installation": [[28, "installation"]], "Interpretation of Cohen\u2019s Kappa Suggested in Literature": [[30, "interpretation-of-cohen-s-kappa-suggested-in-literature"]], "Kendall\u2019s \\tau = -1.0": [[29, "id3"]], "Kendall\u2019s \\tau = 1.0": [[29, "tbl-ex1"]], "Lab Exercise": [[29, "lab-exercise"], [30, "lab-exercise"], [31, "lab-exercise"], [31, "id4"]], "License": [[28, "license"]], "Module Contents": [[1, "module-contents"], [2, "module-contents"], [3, "module-contents"], [6, "module-contents"], [8, "module-contents"], [11, "module-contents"], [12, "module-contents"], [13, "module-contents"], [15, "module-contents"]], "More Details": [[31, "more-details"]], "Notation": [[29, "notation"], [30, "notation"], [31, "notation"]], "Observed Value": [[29, "tbl-count1"]], "Other Options": [[23, "other-options"], [27, "other-options"]], "Our Pledge": [[17, "our-pledge"]], "Our Responsibilities": [[17, "our-responsibilities"]], "Our Standards": [[17, "our-standards"]], "Package Contents": [[4, "package-contents"], [5, "package-contents"], [7, "package-contents"], [14, "package-contents"]], "Pull Request Guidelines": [[18, "pull-request-guidelines"]], "Reference": [[21, "reference"], [22, "reference"], [23, "reference"], [24, "reference"], [25, "reference"], [26, "reference"], [29, "reference"], [30, "reference"], [31, "reference"], [32, "reference"], [33, "reference"]], "Report Bugs": [[18, "report-bugs"]], "Resources": [[32, "resources"]], "STD/CDISC/Basics": [[32, "std-cdisc-basics"]], "STD/ISO/PDF": [[33, "std-iso-pdf"]], "Save Demo FMQ List to Local": [[25, "save-demo-fmq-list-to-local"]], "Scope": [[17, "scope"]], "Select CDISC Version": [[32, "select-cdisc-version"]], "StatLab/Cohen\u2019s Kappa": [[30, "statlab-cohen-s-kappa"]], "StatLab/Corr/Kendall\u2019s tau": [[29, "statlab-corr-kendall-s-tau"]], "StatLab/Fleiss\u2019s Kappa": [[31, "statlab-fleiss-s-kappa"]], "Submit Feedback": [[18, "submit-feedback"]], "Submodules": [[4, "submodules"], [7, "submodules"], [10, "submodules"], [14, "submodules"]], "Subpackages": [[5, "subpackages"]], "Table of Contents": [[28, "table-of-contents"]], "The Comprehensive Table of Contents Headings and Hierarchy (CTOC) by FDA": [[21, "the-comprehensive-table-of-contents-headings-and-hierarchy-ctoc-by-fda"], [22, "the-comprehensive-table-of-contents-headings-and-hierarchy-ctoc-by-fda"]], "Types of Contributions": [[18, "types-of-contributions"]], "U/Graph/Categorical Plots Using catPlotter": [[19, "u-graph-categorical-plots-using-catplotter"]], "U/System/List Folder Contents": [[27, "u-system-list-folder-contents"]], "Usage": [[28, "usage"]], "Weighted \\kappa": [[30, "weighted-kappa"]], "Write Documentation": [[18, "write-documentation"]], "mtbp3": [[5, "module-mtbp3"], [28, "mtbp3"]], "mtbp3.health": [[4, "module-mtbp3.health"]], "mtbp3.health.clinical": [[1, "module-mtbp3.health.clinical"]], "mtbp3.health.ectd": [[2, "module-mtbp3.health.ectd"]], "mtbp3.health.emt": [[3, "module-mtbp3.health.emt"]], "mtbp3.statlab": [[7, "module-mtbp3.statlab"]], "mtbp3.statlab.corr": [[6, "module-mtbp3.statlab.corr"]], "mtbp3.statlab.kappa": [[8, "module-mtbp3.statlab.kappa"]], "mtbp3.stdcdisc": [[9, "module-mtbp3.stdcdisc"]], "mtbp3.stdiso": [[10, "module-mtbp3.stdiso"]], "mtbp3.stdiso.pdfsummary": [[11, "module-mtbp3.stdiso.pdfsummary"]], "mtbp3.util": [[14, "module-mtbp3.util"]], "mtbp3.util.cdt": [[12, "module-mtbp3.util.cdt"]], "mtbp3.util.cdtg": [[13, "module-mtbp3.util.cdtg"]], "mtbp3.util.lsr": [[15, "module-mtbp3.util.lsr"]], "v0.1.10 (2024-02-07)": [[16, "v0-1-10-2024-02-07"]], "v0.1.15 (2024-02-09)": [[16, "v0-1-15-2024-02-09"]], "v0.1.18 (2024-02-12)": [[16, "v0-1-18-2024-02-12"]], "v0.1.22 (2024-02-18)": [[16, "v0-1-22-2024-02-18"]], "v0.1.3 (2024-01-12)": [[16, "v0-1-3-2024-01-12"]], "v0.1.39 (2024-02-21)": [[16, "v0-1-39-2024-02-21"]], "v0.1.4 (2024-01-28)": [[16, "v0-1-4-2024-01-28"]], "v0.1.42 (2024-02-27)": [[16, "v0-1-42-2024-02-27"]], "v0.1.43 (2024-02-29)": [[16, "v0-1-43-2024-02-29"]], "v0.1.48 (2024-03-15)": [[16, "v0-1-48-2024-03-15"]], "v0.1.5 (2024-01-30)": [[16, "v0-1-5-2024-01-30"]], "v0.1.50 (2024-03-21)": [[16, "v0-1-50-2024-03-21"]], "v0.1.6 (2024-02-05)": [[16, "v0-1-6-2024-02-05"]], "v0.1.7 (2024-02-07)": [[16, "v0-1-7-2024-02-07"]], "v0.2.11 (2024-06-18)": [[16, "v0-2-11-2024-06-18"]], "v0.2.13 (2024-07-03)": [[16, "v0-2-13-2024-07-03"]], "v0.2.2 (2024-03-28)": [[16, "v0-2-2-2024-03-28"]], "v0.2.4 (2024-05-13)": [[16, "v0-2-4-2024-05-13"]], "v0.2.8 (2024-05-13)": [[16, "v0-2-8-2024-05-13"]], "v0.2.9 (2024-06-11)": [[16, "v0-2-9-2024-06-11"]]}, "docnames": ["autoapi/index", "autoapi/mtbp3/health/clinical/index", "autoapi/mtbp3/health/ectd/index", "autoapi/mtbp3/health/emt/index", "autoapi/mtbp3/health/index", "autoapi/mtbp3/index", "autoapi/mtbp3/statlab/corr/index", "autoapi/mtbp3/statlab/index", "autoapi/mtbp3/statlab/kappa/index", "autoapi/mtbp3/stdcdisc/index", "autoapi/mtbp3/stdiso/index", "autoapi/mtbp3/stdiso/pdfsummary/index", "autoapi/mtbp3/util/cdt/index", "autoapi/mtbp3/util/cdtg/index", "autoapi/mtbp3/util/index", "autoapi/mtbp3/util/lsr/index", "changelog", "conduct", "contributing", "example_cdtg", "example_clinical", "example_ectd", "example_ectd2", "example_emt", "example_emt2", "example_emt3", "example_emt4", "example_files", "index", "statlab_corr_tau", "statlab_kappa", "statlab_kappa2", "std_cdisc", "std_iso_pdf"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1}, "filenames": ["autoapi/index.rst", "autoapi/mtbp3/health/clinical/index.rst", "autoapi/mtbp3/health/ectd/index.rst", "autoapi/mtbp3/health/emt/index.rst", "autoapi/mtbp3/health/index.rst", "autoapi/mtbp3/index.rst", "autoapi/mtbp3/statlab/corr/index.rst", "autoapi/mtbp3/statlab/index.rst", "autoapi/mtbp3/statlab/kappa/index.rst", "autoapi/mtbp3/stdcdisc/index.rst", "autoapi/mtbp3/stdiso/index.rst", "autoapi/mtbp3/stdiso/pdfsummary/index.rst", "autoapi/mtbp3/util/cdt/index.rst", "autoapi/mtbp3/util/cdtg/index.rst", "autoapi/mtbp3/util/index.rst", "autoapi/mtbp3/util/lsr/index.rst", "changelog.md", "conduct.md", "contributing.md", "example_cdtg.ipynb", "example_clinical.ipynb", "example_ectd.ipynb", "example_ectd2.ipynb", "example_emt.ipynb", "example_emt2.ipynb", "example_emt3.ipynb", "example_emt4.ipynb", "example_files.ipynb", "index.md", "statlab_corr_tau.rst", "statlab_kappa.rst", "statlab_kappa2.rst", "std_cdisc.ipynb", "std_iso_pdf.ipynb"], "indexentries": {"__calculate_cohen_kappa() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__calculate_cohen_kappa", false]], "__calculate_cohen_kappa() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__calculate_cohen_kappa", false]], "__calculate_fleiss_kappa() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__calculate_fleiss_kappa", false]], "__calculate_fleiss_kappa() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__calculate_fleiss_kappa", false]], "__convert_2dlist_to_string() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__convert_2dlist_to_string", false]], "__convert_2dlist_to_string() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__convert_2dlist_to_string", false]], "__g() (mtbp3.statlab.corr.corrcalculator static method)": [[6, "mtbp3.statlab.corr.CorrCalculator.__g", false]], "__init__() (mtbp3.health.clinical.summary_by_group method)": [[1, "mtbp3.health.clinical.summary_by_group.__init__", false]], "__list_tree_df() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.__list_tree_df", false]], "__list_tree_df() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.__list_tree_df", false]], "__list_tree_df() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.__list_tree_df", false]], "__list_tree_pre() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.__list_tree_pre", false]], "__list_tree_pre() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.__list_tree_pre", false]], "__list_tree_pre() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.__list_tree_pre", false]], "__load_list() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.__load_list", false]], "__version__ (in module mtbp3)": [[5, "mtbp3.__version__", false]], "_root (in module mtbp3)": [[5, "mtbp3._ROOT", false]], "all_str_digit() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.all_str_digit", false]], "all_str_digit() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.all_str_digit", false]], "assert_terms() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.assert_terms", false]], "assert_terms() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.assert_terms", false]], "bootstrap_cohen_ci() (mtbp3.statlab.kappa.kappacalculator method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.bootstrap_cohen_ci", false]], "bootstrap_cohen_ci() (mtbp3.statlab.kappacalculator method)": [[7, "mtbp3.statlab.KappaCalculator.bootstrap_cohen_ci", false]], "boxplot() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.boxplot", false]], "boxplot() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.boxplot", false]], "boxplot() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.boxplot", false]], "calculate_kendall_tau() (mtbp3.statlab.corr.corrcalculator method)": [[6, "mtbp3.statlab.corr.CorrCalculator.calculate_kendall_tau", false]], "catplotter (class in mtbp3)": [[5, "mtbp3.catPlotter", false]], "catplotter (class in mtbp3.util)": [[14, "mtbp3.util.catPlotter", false]], "catplotter (class in mtbp3.util.cdtg)": [[13, "mtbp3.util.cdtg.catPlotter", false]], "corrcalculator (class in mtbp3.statlab.corr)": [[6, "mtbp3.statlab.corr.CorrCalculator", false]], "count_by_group() (mtbp3.health.clinical.summary_by_group method)": [[1, "id1", false], [1, "mtbp3.health.clinical.summary_by_group.count_by_group", false]], "count_to_cate() (mtbp3.health.clinical.summary_by_group method)": [[1, "id2", false], [1, "mtbp3.health.clinical.summary_by_group.count_to_cate", false]], "create_bubble_plot() (mtbp3.statlab.kappa.kappacalculator method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.create_bubble_plot", false]], "create_bubble_plot() (mtbp3.statlab.kappacalculator method)": [[7, "mtbp3.statlab.KappaCalculator.create_bubble_plot", false]], "ctoc_by_fda (class in mtbp3.health.ectd)": [[2, "mtbp3.health.ectd.ctoc_by_fda", false]], "df (mtbp3.health.clinical.summary_by_group attribute)": [[1, "mtbp3.health.clinical.summary_by_group.df", false]], "diff_2cols_in_1df() (in module mtbp3)": [[5, "mtbp3.diff_2cols_in_1df", false]], "diff_2cols_in_1df() (in module mtbp3.util)": [[14, "mtbp3.util.diff_2cols_in_1df", false]], "diff_2cols_in_1df() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.diff_2cols_in_1df", false]], "diff_2cols_in_2df() (in module mtbp3)": [[5, "mtbp3.diff_2cols_in_2df", false]], "diff_2cols_in_2df() (in module mtbp3.util)": [[14, "mtbp3.util.diff_2cols_in_2df", false]], "diff_2cols_in_2df() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.diff_2cols_in_2df", false]], "emt (class in mtbp3.health)": [[4, "mtbp3.health.Emt", false]], "emt (class in mtbp3.health.emt)": [[3, "mtbp3.health.emt.Emt", false]], "expected_file_lists() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.expected_file_lists", false]], "expected_file_lists() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.expected_file_lists", false]], "find_files() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_files", false]], "find_files() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_files", false]], "find_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_fmq", false]], "find_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_fmq", false]], "find_fmq_file() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_fmq_file", false]], "find_fmq_file() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_fmq_file", false]], "find_hlgt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_hlgt", false]], "find_hlgt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_hlgt", false]], "find_hlt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_hlt", false]], "find_hlt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_hlt", false]], "find_llt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt", false]], "find_llt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt", false]], "find_llt_given_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt_given_pt", false]], "find_llt_given_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt_given_pt", false]], "find_llt_given_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt_given_soc", false]], "find_llt_given_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt_given_soc", false]], "find_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_pt", false]], "find_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_pt", false]], "find_pt_given_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_pt_given_soc", false]], "find_pt_given_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_pt_given_soc", false]], "find_section_given_words() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.find_section_given_words", false]], "find_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_smq", false]], "find_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_smq", false]], "find_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_soc", false]], "find_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_soc", false]], "find_soc_given_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_soc_given_pt", false]], "find_soc_given_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_soc_given_pt", false]], "find_term_wi_level() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_term_wi_level", false]], "find_term_wi_level() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_term_wi_level", false]], "find_terms_given_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_fmq", false]], "find_terms_given_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_fmq", false]], "find_terms_given_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_smq", false]], "find_terms_given_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_smq", false]], "find_terms_given_smq_sub() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_smq_sub", false]], "find_terms_given_smq_sub() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_smq_sub", false]], "folder_name (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.folder_name", false]], "folder_name (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.folder_name", false]], "generate_dataset() (mtbp3.health.clinical.summary_by_group method)": [[1, "mtbp3.health.clinical.summary_by_group.generate_dataset", false]], "generate_dataset() (mtbp3.health.clinical.summary_by_group static method)": [[1, "id0", false]], "generate_example_dataset() (mtbp3.catplotter static method)": [[5, "mtbp3.catPlotter.generate_example_dataset", false]], "generate_example_dataset() (mtbp3.util.catplotter static method)": [[14, "mtbp3.util.catPlotter.generate_example_dataset", false]], "generate_example_dataset() (mtbp3.util.cdtg.catplotter static method)": [[13, "mtbp3.util.cdtg.catPlotter.generate_example_dataset", false]], "get_data() (in module mtbp3)": [[5, "mtbp3.get_data", false]], "kappacalculator (class in mtbp3.statlab)": [[7, "mtbp3.statlab.KappaCalculator", false]], "kappacalculator (class in mtbp3.statlab.kappa)": [[8, "mtbp3.statlab.kappa.KappaCalculator", false]], "lineplot() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.lineplot", false]], "lineplot() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.lineplot", false]], "lineplot() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.lineplot", false]], "list_files() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.list_files", false]], "list_files() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.list_files", false]], "list_files() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files", false]], "list_files() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files", false]], "list_files() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files", false]], "list_files() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files", false]], "list_files_dataframe() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_dataframe", false]], "list_files_json() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_json", false]], "list_files_list() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_list", false]], "list_files_string() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_string", false]], "list_files_tree() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_tree", false]], "list_tree() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.list_tree", false]], "list_tree() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.list_tree", false]], "list_tree() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.list_tree", false]], "listtree (class in mtbp3)": [[5, "mtbp3.ListTree", false]], "listtree (class in mtbp3.util)": [[14, "mtbp3.util.ListTree", false]], "listtree (class in mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.ListTree", false]], "load_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_fmq", false]], "load_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_fmq", false]], "load_fmq_default() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_fmq_default", false]], "load_fmq_default() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_fmq_default", false]], "load_llt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_llt", false]], "load_llt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_llt", false]], "load_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_smq", false]], "load_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_smq", false]], "lsr (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.lsr", false]], "lsr (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.lsr", false]], "lsrtree (class in mtbp3)": [[5, "mtbp3.LsrTree", false]], "lsrtree (class in mtbp3.health)": [[4, "mtbp3.health.LsrTree", false]], "lsrtree (class in mtbp3.util)": [[14, "mtbp3.util.LsrTree", false]], "lsrtree (class in mtbp3.util.lsr)": [[15, "mtbp3.util.lsr.LsrTree", false]], "module": [[1, "module-mtbp3.health.clinical", false], [2, "module-mtbp3.health.ectd", false], [3, "module-mtbp3.health.emt", false], [4, "module-mtbp3.health", false], [5, "module-mtbp3", false], [6, "module-mtbp3.statlab.corr", false], [7, "module-mtbp3.statlab", false], [8, "module-mtbp3.statlab.kappa", false], [9, "module-mtbp3.stdcdisc", false], [10, "module-mtbp3.stdiso", false], [11, "module-mtbp3.stdiso.pdfsummary", false], [12, "module-mtbp3.util.cdt", false], [13, "module-mtbp3.util.cdtg", false], [14, "module-mtbp3.util", false], [15, "module-mtbp3.util.lsr", false]], "month (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.month", false]], "month (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.month", false]], "mtbp3": [[5, "module-mtbp3", false]], "mtbp3.health": [[4, "module-mtbp3.health", false]], "mtbp3.health.clinical": [[1, "module-mtbp3.health.clinical", false]], "mtbp3.health.ectd": [[2, "module-mtbp3.health.ectd", false]], "mtbp3.health.emt": [[3, "module-mtbp3.health.emt", false]], "mtbp3.statlab": [[7, "module-mtbp3.statlab", false]], "mtbp3.statlab.corr": [[6, "module-mtbp3.statlab.corr", false]], "mtbp3.statlab.kappa": [[8, "module-mtbp3.statlab.kappa", false]], "mtbp3.stdcdisc": [[9, "module-mtbp3.stdcdisc", false]], "mtbp3.stdiso": [[10, "module-mtbp3.stdiso", false]], "mtbp3.stdiso.pdfsummary": [[11, "module-mtbp3.stdiso.pdfsummary", false]], "mtbp3.util": [[14, "module-mtbp3.util", false]], "mtbp3.util.cdt": [[12, "module-mtbp3.util.cdt", false]], "mtbp3.util.cdtg": [[13, "module-mtbp3.util.cdtg", false]], "mtbp3.util.lsr": [[15, "module-mtbp3.util.lsr", false]], "pdf_obj (in module mtbp3.stdiso.pdfsummary)": [[11, "mtbp3.stdiso.pdfsummary.pdf_obj", false]], "pdfsummary (class in mtbp3.stdiso.pdfsummary)": [[11, "mtbp3.stdiso.pdfsummary.pdfSummary", false]], "plot_y_list() (mtbp3.statlab.corr.corrcalculator method)": [[6, "mtbp3.statlab.corr.CorrCalculator.plot_y_list", false]], "save_fmq_consolidated_list_csv() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.save_fmq_consolidated_list_csv", false]], "save_fmq_consolidated_list_csv() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.save_fmq_consolidated_list_csv", false]], "show_ctoc_tree() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.show_ctoc_tree", false]], "show_fmq_tree() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.show_fmq_tree", false]], "show_fmq_tree() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.show_fmq_tree", false]], "summarize_1nc_by_2group() (in module mtbp3)": [[5, "mtbp3.summarize_1nc_by_2group", false]], "summarize_1nc_by_2group() (in module mtbp3.util)": [[14, "mtbp3.util.summarize_1nc_by_2group", false]], "summarize_1nc_by_2group() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.summarize_1nc_by_2group", false]], "summary_by_group (class in mtbp3.health.clinical)": [[1, "mtbp3.health.clinical.summary_by_group", false]], "update_parameters() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.update_parameters", false]], "update_parameters() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.update_parameters", false]], "update_parameters() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.update_parameters", false]], "year (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.year", false]], "year (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.year", false]]}, "objects": {"": [[5, 0, 0, "-", "mtbp3"]], "mtbp3": [[5, 1, 1, "", "ListTree"], [5, 1, 1, "", "LsrTree"], [5, 3, 1, "", "_ROOT"], [5, 3, 1, "", "__version__"], [5, 1, 1, "", "catPlotter"], [5, 4, 1, "", "diff_2cols_in_1df"], [5, 4, 1, "", "diff_2cols_in_2df"], [5, 4, 1, "", "get_data"], [4, 0, 0, "-", "health"], [7, 0, 0, "-", "statlab"], [9, 0, 0, "-", "stdcdisc"], [10, 0, 0, "-", "stdiso"], [5, 4, 1, "", "summarize_1nc_by_2group"], [14, 0, 0, "-", "util"]], "mtbp3.ListTree": [[5, 2, 1, "", "__list_tree_df"], [5, 2, 1, "", "__list_tree_pre"], [5, 2, 1, "", "list_tree"]], "mtbp3.LsrTree": [[5, 2, 1, "", "list_files"], [5, 2, 1, "", "list_files_dataframe"], [5, 2, 1, "", "list_files_json"], [5, 2, 1, "", "list_files_list"], [5, 2, 1, "", "list_files_string"], [5, 2, 1, "", "list_files_tree"]], "mtbp3.catPlotter": [[5, 2, 1, "", "boxplot"], [5, 2, 1, "", "generate_example_dataset"], [5, 2, 1, "", "lineplot"], [5, 2, 1, "", "update_parameters"]], "mtbp3.health": [[4, 1, 1, "", "Emt"], [4, 1, 1, "", "LsrTree"], [1, 0, 0, "-", "clinical"], [2, 0, 0, "-", "ectd"], [3, 0, 0, "-", "emt"]], "mtbp3.health.Emt": [[4, 2, 1, "", "all_str_digit"], [4, 2, 1, "", "assert_terms"], [4, 2, 1, "", "expected_file_lists"], [4, 2, 1, "", "find_files"], [4, 2, 1, "", "find_fmq"], [4, 2, 1, "", "find_fmq_file"], [4, 2, 1, "", "find_hlgt"], [4, 2, 1, "", "find_hlt"], [4, 2, 1, "", "find_llt"], [4, 2, 1, "", "find_llt_given_pt"], [4, 2, 1, "", "find_llt_given_soc"], [4, 2, 1, "", "find_pt"], [4, 2, 1, "", "find_pt_given_soc"], [4, 2, 1, "", "find_smq"], [4, 2, 1, "", "find_soc"], [4, 2, 1, "", "find_soc_given_pt"], [4, 2, 1, "", "find_term_wi_level"], [4, 2, 1, "", "find_terms_given_fmq"], [4, 2, 1, "", "find_terms_given_smq"], [4, 2, 1, "", "find_terms_given_smq_sub"], [4, 5, 1, "", "folder_name"], [4, 2, 1, "", "list_files"], [4, 2, 1, "", "load_fmq"], [4, 2, 1, "", "load_fmq_default"], [4, 2, 1, "", "load_llt"], [4, 2, 1, "", "load_smq"], [4, 5, 1, "", "lsr"], [4, 5, 1, "", "month"], [4, 2, 1, "", "save_fmq_consolidated_list_csv"], [4, 2, 1, "", "show_fmq_tree"], [4, 5, 1, "", "year"]], "mtbp3.health.LsrTree": [[4, 2, 1, "", "list_files"], [4, 2, 1, "", "list_files_dataframe"], [4, 2, 1, "", "list_files_json"], [4, 2, 1, "", "list_files_list"], [4, 2, 1, "", "list_files_string"], [4, 2, 1, "", "list_files_tree"]], "mtbp3.health.clinical": [[1, 1, 1, "", "summary_by_group"]], "mtbp3.health.clinical.summary_by_group": [[1, 2, 1, "", "__init__"], [1, 2, 1, "id1", "count_by_group"], [1, 2, 1, "id2", "count_to_cate"], [1, 5, 1, "", "df"], [1, 2, 1, "id0", "generate_dataset"]], "mtbp3.health.ectd": [[2, 1, 1, "", "ctoc_by_fda"]], "mtbp3.health.ectd.ctoc_by_fda": [[2, 2, 1, "", "__load_list"], [2, 2, 1, "", "find_section_given_words"], [2, 2, 1, "", "show_ctoc_tree"]], "mtbp3.health.emt": [[3, 1, 1, "", "Emt"]], "mtbp3.health.emt.Emt": [[3, 2, 1, "", "all_str_digit"], [3, 2, 1, "", "assert_terms"], [3, 2, 1, "", "expected_file_lists"], [3, 2, 1, "", "find_files"], [3, 2, 1, "", "find_fmq"], [3, 2, 1, "", "find_fmq_file"], [3, 2, 1, "", "find_hlgt"], [3, 2, 1, "", "find_hlt"], [3, 2, 1, "", "find_llt"], [3, 2, 1, "", "find_llt_given_pt"], [3, 2, 1, "", "find_llt_given_soc"], [3, 2, 1, "", "find_pt"], [3, 2, 1, "", "find_pt_given_soc"], [3, 2, 1, "", "find_smq"], [3, 2, 1, "", "find_soc"], [3, 2, 1, "", "find_soc_given_pt"], [3, 2, 1, "", "find_term_wi_level"], [3, 2, 1, "", "find_terms_given_fmq"], [3, 2, 1, "", "find_terms_given_smq"], [3, 2, 1, "", "find_terms_given_smq_sub"], [3, 5, 1, "", "folder_name"], [3, 2, 1, "", "list_files"], [3, 2, 1, "", "load_fmq"], [3, 2, 1, "", "load_fmq_default"], [3, 2, 1, "", "load_llt"], [3, 2, 1, "", "load_smq"], [3, 5, 1, "", "lsr"], [3, 5, 1, "", "month"], [3, 2, 1, "", "save_fmq_consolidated_list_csv"], [3, 2, 1, "", "show_fmq_tree"], [3, 5, 1, "", "year"]], "mtbp3.statlab": [[7, 1, 1, "", "KappaCalculator"], [6, 0, 0, "-", "corr"], [8, 0, 0, "-", "kappa"]], "mtbp3.statlab.KappaCalculator": [[7, 2, 1, "", "__calculate_cohen_kappa"], [7, 2, 1, "", "__calculate_fleiss_kappa"], [7, 2, 1, "", "__convert_2dlist_to_string"], [7, 2, 1, "", "bootstrap_cohen_ci"], [7, 2, 1, "", "create_bubble_plot"]], "mtbp3.statlab.corr": [[6, 1, 1, "", "CorrCalculator"]], "mtbp3.statlab.corr.CorrCalculator": [[6, 2, 1, "", "__g"], [6, 2, 1, "", "calculate_kendall_tau"], [6, 2, 1, "", "plot_y_list"]], "mtbp3.statlab.kappa": [[8, 1, 1, "", "KappaCalculator"]], "mtbp3.statlab.kappa.KappaCalculator": [[8, 2, 1, "", "__calculate_cohen_kappa"], [8, 2, 1, "", "__calculate_fleiss_kappa"], [8, 2, 1, "", "__convert_2dlist_to_string"], [8, 2, 1, "", "bootstrap_cohen_ci"], [8, 2, 1, "", "create_bubble_plot"]], "mtbp3.stdiso": [[11, 0, 0, "-", "pdfsummary"]], "mtbp3.stdiso.pdfsummary": [[11, 1, 1, "", "pdfSummary"], [11, 3, 1, "", "pdf_obj"]], "mtbp3.util": [[14, 1, 1, "", "ListTree"], [14, 1, 1, "", "LsrTree"], [14, 1, 1, "", "catPlotter"], [12, 0, 0, "-", "cdt"], [13, 0, 0, "-", "cdtg"], [14, 4, 1, "", "diff_2cols_in_1df"], [14, 4, 1, "", "diff_2cols_in_2df"], [15, 0, 0, "-", "lsr"], [14, 4, 1, "", "summarize_1nc_by_2group"]], "mtbp3.util.ListTree": [[14, 2, 1, "", "__list_tree_df"], [14, 2, 1, "", "__list_tree_pre"], [14, 2, 1, "", "list_tree"]], "mtbp3.util.LsrTree": [[14, 2, 1, "", "list_files"], [14, 2, 1, "", "list_files_dataframe"], [14, 2, 1, "", "list_files_json"], [14, 2, 1, "", "list_files_list"], [14, 2, 1, "", "list_files_string"], [14, 2, 1, "", "list_files_tree"]], "mtbp3.util.catPlotter": [[14, 2, 1, "", "boxplot"], [14, 2, 1, "", "generate_example_dataset"], [14, 2, 1, "", "lineplot"], [14, 2, 1, "", "update_parameters"]], "mtbp3.util.cdt": [[12, 1, 1, "", "ListTree"], [12, 4, 1, "", "diff_2cols_in_1df"], [12, 4, 1, "", "diff_2cols_in_2df"], [12, 4, 1, "", "summarize_1nc_by_2group"]], "mtbp3.util.cdt.ListTree": [[12, 2, 1, "", "__list_tree_df"], [12, 2, 1, "", "__list_tree_pre"], [12, 2, 1, "", "list_tree"]], "mtbp3.util.cdtg": [[13, 1, 1, "", "catPlotter"]], "mtbp3.util.cdtg.catPlotter": [[13, 2, 1, "", "boxplot"], [13, 2, 1, "", "generate_example_dataset"], [13, 2, 1, "", "lineplot"], [13, 2, 1, "", "update_parameters"]], "mtbp3.util.lsr": [[15, 1, 1, "", "LsrTree"]], "mtbp3.util.lsr.LsrTree": [[15, 2, 1, "", "list_files"], [15, 2, 1, "", "list_files_dataframe"], [15, 2, 1, "", "list_files_json"], [15, 2, 1, "", "list_files_list"], [15, 2, 1, "", "list_files_string"], [15, 2, 1, "", "list_files_tree"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "data", "Python data"], "4": ["py", "function", "Python function"], "5": ["py", "attribute", "Python attribute"]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:data", "4": "py:function", "5": "py:attribute"}, "terms": {"": [3, 4, 6, 7, 8, 16, 17, 18, 21, 22, 23, 25, 26], "0": [5, 6, 7, 8, 13, 14, 19, 20, 21, 23, 24, 25, 27, 28, 33], "0006": 30, "001316446002000104": 30, "0013164481041003070": 30, "00393": 26, "00577": 30, "022": 26, "036": 25, "05": 30, "06513872135102527": 30, "08": [27, 30], "1": [0, 1, 3, 4, 6, 7, 8, 17, 21, 22, 23, 24, 25, 26, 27, 32, 33], "10": [5, 13, 14, 19, 20, 21, 22, 24, 26, 30, 31], "100": [7, 8, 27, 29, 30, 31], "1000": [7, 8, 20, 30], "1007": 26, "1037": 31, "104": 25, "1093": 30, "11": [20, 21, 22, 29, 30, 31], "1111": 30, "11712": 25, "1177": 30, "12": [20, 21, 22, 29, 30, 31], "13": [20, 21, 22, 30], "14": [20, 21, 22], "1407": 20, "14289": 33, "14989733059548255": 31, "15": [19, 20, 21, 22, 23, 30, 31, 33], "159": 30, "15930": 33, "16": [21, 22], "17": [21, 22, 23, 24, 25], "174": 30, "1769": 20, "18": [20, 21, 22], "19": [21, 22, 27], "19005": 33, "1971": 31, "1977": 30, "1981": 30, "19908214": 23, "19926972": 23, "19986360": 23, "1_n": 29, "1j": 31, "2": [2, 6, 7, 8, 20, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33], "20": [19, 20, 21, 22, 25, 30, 31], "2000": [20, 30], "2005": [30, 33], "2011": 33, "2012": [23, 33], "2013": [23, 24, 25, 26, 33], "2015": 23, "2016": 33, "2020": [21, 22, 23, 24, 25, 26], "2021": [21, 22, 33], "2022": 25, "2023": [21, 22, 23, 24, 25, 26, 33], "2024": [26, 27, 28, 33], "20982": 30, "21": [29, 30, 31], "210": 23, "22": [29, 30, 31], "2215244": 33, "2253": [21, 22], "23": [25, 30], "230": 24, "24": 31, "24517": 33, "25": 20, "257": 30, "26": [20, 23, 24, 25], "268": 30, "27": 20, "276": 30, "27_kappa": 31, "27s_kappa": 30, "28": 20, "282": 30, "29": 20, "2j": 31, "2r": 31, "3": [2, 20, 22, 23, 24, 25, 26, 29, 31, 32, 33], "30": [20, 30, 31], "31": [20, 30, 31], "32": [30, 31], "33": 30, "3399": 19, "34": [20, 30], "341x": 30, "35": 30, "37": 30, "378": 31, "382": 31, "39": [24, 27, 30], "3d": 33, "3j": 31, "4": [17, 20, 21, 23, 24, 25, 26, 29, 30, 31, 32, 33], "40": [20, 30, 31], "41": 30, "43": 20, "45": 30, "46": 30, "47": 20, "49": 30, "496558": 30, "5": [5, 13, 14, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31, 33], "50": [20, 30, 31], "500": 20, "52": 20, "53": 20, "55": 20, "56": 30, "57": 26, "577": 30, "582": 30, "59": 30, "6": [5, 7, 8, 13, 14, 19, 20, 21, 22, 23, 26, 29, 30, 33], "60": [30, 31], "63": 30, "64": 30, "65": 20, "68": 20, "687": 30, "699": 30, "69909345": 24, "69912916": 24, "69949049": 24, "7": [5, 13, 14, 20, 21, 22, 27, 30, 33], "70": [20, 30], "724138": 30, "76": 31, "77": 20, "79": 30, "8": [20, 21, 22, 25, 30], "80": 30, "81": 30, "82": 30, "839": 25, "85": 30, "9": [20, 21, 22, 30, 31], "90": 30, "907669": 30, "924": 23, "928": 23, "95": [7, 8, 30], "A": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33], "As": [30, 32], "BE": [21, 22], "Being": 17, "By": [18, 28], "FOR": 29, "For": [23, 24, 26, 30, 31, 33], "If": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 18, 20, 23, 24, 29, 33], "In": [17, 21, 22], "Ise": [21, 22], "It": [5, 7, 8, 28], "NOS": 25, "NOT": 25, "Not": 33, "That": 30, "The": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 17, 18, 19, 20, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33], "There": [24, 25], "To": [19, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 32, 33], "_": 30, "__calculate_cohen_kappa": [7, 8], "__calculate_fleiss_kappa": [7, 8], "__convert_2dlist_to_str": [7, 8], "__g": 6, "__init__": 1, "__list_tree_df": [5, 12, 14], "__list_tree_pr": [5, 12, 14], "__load_list": 2, "__version__": [5, 28], "_e": 31, "_o": 31, "_root": 5, "a_valid_folder_path": 25, "ab": 29, "abdomen": 25, "abdomin": 25, "abid": [18, 28], "abnorm": 25, "about": [18, 24, 33], "abov": [25, 30], "absorpt": [21, 22], "abus": [17, 21, 22], "acceler": [21, 22], "accept": [17, 24], "access": [21, 22, 23, 32, 33], "accompani": [21, 22], "account": 17, "acquisit": 32, "acrobat": 33, "act": [17, 21, 22], "actarm": [5, 12, 14], "action": [17, 33], "activ": [23, 24, 25, 26], "active_onli": [3, 4], "acut": 25, "ad": [21, 22, 27], "adam": [21, 22, 32], "adapt": 17, "add": [16, 18, 23, 33], "addit": [5, 13, 14, 18, 25, 30], "address": [17, 21, 22], "adjust": [16, 29], "admin": 22, "administr": [21, 22], "adob": 33, "advanc": [17, 22, 23, 25], "adventiti": [21, 22], "advers": [21, 22, 25, 26], "advic": [21, 22], "advisori": [21, 22], "advoc": [29, 30, 31], "after": 27, "ag": 17, "agenc": [21, 22, 32], "agent": [21, 22], "aggrav": 25, "agre": [18, 28, 30], "agreement": [21, 30, 31], "alert": [21, 22], "algorithm": [16, 24, 25], "align": [16, 17, 25], "all": [3, 4, 5, 16, 17, 18, 20, 21, 22, 23, 24, 25, 31], "all_str_digit": [3, 4], "allow": [7, 8, 33], "almost": 30, "along": [5, 12, 14], "alreadi": 23, "also": [23, 24, 29, 30], "altern": 30, "although": [20, 29], "alwai": 18, "amend": [21, 22], "among": 31, "an": [1, 3, 4, 5, 13, 14, 17, 19, 20, 21, 22, 23, 25, 27, 28, 30, 33], "analys": [21, 22, 23, 24], "analysi": [21, 22, 29, 30, 31, 32], "analyt": [21, 22, 25], "analyz": 32, "anda": [21, 22], "ani": [17, 18, 21, 22, 29, 30, 31], "anim": [21, 22], "annot": [21, 22], "annual": [21, 22], "anoth": [19, 23], "anovulatori": 25, "antibacteri": [21, 22], "antibodi": [21, 22], "antigen": [21, 22], "antivir": [21, 22], "anyth": 18, "api": 23, "appear": 17, "append": 25, "appendic": [21, 22], "appl": 30, "appli": 17, "applic": [20, 21, 22], "appoint": 17, "apprais": 30, "appreci": 18, "approach": 26, "appropri": [17, 18], "approv": [21, 22], "approxim": 31, "ar": [3, 4, 5, 7, 8, 12, 14, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "archiv": 33, "argument": [5, 13, 14], "arm": [5, 12, 14], "arteri": 25, "articl": [18, 26, 30], "assai": [21, 22], "assert": [3, 4], "assert_term": [3, 4], "assertionerror": [3, 4], "assess": [21, 22], "associ": [3, 4, 21, 22], "assum": [30, 31], "assumpt": [29, 30, 31], "assur": [21, 22], "attack": 17, "attent": 17, "attribut": 21, "audienc": [21, 22], "audio": 33, "audit": [21, 22], "author": [21, 22, 25, 28, 29, 30, 31], "auto": 0, "autoapi": 0, "avail": [21, 22, 23, 25, 32], "averag": 31, "ax": 6, "axi": [5, 7, 8, 13, 14, 16], "axis_label": [6, 7, 8, 29], "b": [18, 26, 29, 31], "ba": [21, 22], "background": [21, 22], "bader": 26, "badg": 28, "ban": 17, "banerje": 30, "bar": 31, "base": [1, 4, 5, 7, 8, 12, 13, 14, 15, 21, 22, 24, 25, 32, 33], "basi": [21, 22], "basic": [19, 20, 24, 25], "basu": 30, "batch": [21, 22], "bauhin": 25, "bayesian": 30, "becom": 29, "befor": [18, 23], "begin": 32, "behavior": [16, 17], "below": [5, 12, 14, 28, 31], "best": 17, "between": [5, 6, 12, 14, 30], "beyond": 31, "bia": 30, "bias": 30, "bimo": [21, 22], "bin": 1, "bind": [21, 22], "binder": 16, "bioanalyt": [21, 22], "bioavail": [21, 22], "biochemia": 30, "bioequival": [21, 22], "biolog": 22, "biomark": [21, 22], "biomateri": [21, 22], "biometr": 30, "biopharmaceut": [21, 22], "birr": 25, "bit": 18, "bla": [21, 22], "bleed": 25, "blog": 18, "bodi": [17, 21, 22], "bool": [3, 4, 5, 6, 12, 14], "bootstrap": [7, 8, 31], "bootstrap_cohen_ci": [7, 8, 30], "both": [5, 12, 14, 17, 23, 29, 31], "box": [5, 13, 14, 19, 28], "boxplot": [5, 13, 14, 19], "branch": 18, "brennan": 30, "broad": 25, "brochur": [21, 22], "browser": 23, "bubbl": [7, 8, 16], "bug": 16, "bugfix": 18, "bullet": [30, 31], "bulletin": 31, "busi": [21, 22, 32], "byte": 33, "c": [23, 29, 30, 31], "cach": 19, "calcul": [1, 5, 6, 7, 8, 12, 14, 29, 30, 31], "calculate_kendall_tau": [6, 29], "calori": 20, "can": [7, 8, 18, 21, 22, 23, 24, 25, 29, 30, 31, 32, 33], "cannot": 19, "capit": 23, "car": 29, "carcinogen": [21, 22], "carnett": 25, "cartesian": 29, "carton": [21, 22], "case": [3, 4, 21, 22, 23, 25], "cat": 30, "cat_plot": 19, "catalog": 32, "categor": [1, 5, 12, 13, 14, 30, 31], "categori": [19, 24, 31], "catplott": [5, 13, 14], "caus": 30, "cber": 32, "cda": 16, "cdash": 32, "cder": 32, "cdisc": 28, "cdiscid": 32, "cdsic": 32, "cdt": [0, 14, 16, 28], "cdtg": [0, 14, 16, 19, 28], "cell": [21, 22], "certain": 33, "certif": [21, 22], "cervix": 25, "chanc": 31, "chang": [16, 18, 21, 22, 23], "character": [21, 22], "characterist": [21, 22], "charg": [21, 22], "check": [3, 4, 5, 12, 14, 18, 23, 25, 28], "checkout": 18, "child": 24, "choic": 30, "ci": 31, "circumst": 17, "claim": [21, 22], "clarifi": 17, "classif": 25, "clean": [21, 22], "clinic": [0, 4, 16, 21, 22, 23, 24, 25, 26, 28, 32], "clio": 25, "closur": [21, 22], "code": [3, 4, 23, 24, 25, 26, 28], "coeffici": [6, 29, 30], "cohen": [7, 8, 16, 31], "cohen_kappa": 30, "cohen_kappa_scor": 30, "col": [5, 12, 14], "col1": [5, 12, 14], "col2": [5, 12, 14], "coli": 25, "colic": 25, "collect": [20, 32], "color": 16, "column": [1, 5, 6, 12, 13, 14, 16, 23, 30, 31], "com": 30, "combin": [1, 5, 12, 14], "comment": [17, 21, 22], "commit": [17, 18, 21, 22], "committe": [21, 22], "common": [21, 22], "commonli": [23, 24, 25, 26, 33], "commun": [17, 23, 24, 25, 26, 32], "compar": [5, 12, 14, 21, 22, 32], "comparison": [21, 22], "complaint": 17, "complet": [25, 30], "complianc": [21, 22], "compliant": 33, "complic": 25, "compon": 22, "composit": [21, 22], "comput": 30, "concentr": [21, 22], "conclus": [21, 22], "concomit": 25, "condit": [24, 25], "conduct": 28, "confid": [7, 8, 30], "confidence_level": [7, 8, 30], "confidenti": 17, "conform": [18, 32], "consent": [21, 22], "consid": [3, 4, 17, 29], "consider": [30, 32], "consist": 32, "consolid": 25, "consortium": 32, "construct": 17, "contact": [17, 21, 22], "contain": [0, 1, 3, 4, 5, 6, 7, 8, 12, 14, 21, 22], "content": 25, "continu": [19, 32], "contribut": 17, "contributor": [17, 33], "control": [21, 22], "convent": 31, "convert": [1, 3, 4, 7, 8], "cookiecutt": 28, "copi": [18, 21, 22], "corpor": [21, 22], "corr": [0, 7, 28], "corrcalcul": [6, 29], "correct": [17, 21, 22, 25], "correl": [6, 21, 22, 28, 29], "correspond": [3, 4, 21, 22, 23, 29, 31], "could": [17, 30], "council": [23, 24, 25, 26], "count": [1, 7, 8, 16, 20, 24, 25, 27], "count_by_group": 1, "count_df": [7, 8], "count_sq_df": [7, 8], "count_str": [4, 5, 14, 15], "count_to_c": [1, 20], "cov": 31, "coven": 17, "cover": [21, 22], "creat": [0, 5, 7, 8, 12, 13, 14, 17, 18, 19, 27, 28, 29, 30, 32, 33], "create_bubble_plot": [7, 8, 30], "credit": 18, "crf": [21, 22], "cria": 25, "critic": [17, 21, 22, 30], "cross": [21, 22], "csv": [3, 4, 23, 25], "ctoc_by_fda": [2, 21, 22], "ctoc_vers": [2, 22], "current": [18, 21, 22, 23, 25, 26, 28, 33], "cutoff": [5, 12, 14], "cvalu": 19, "cvaluegroup": 19, "cycl": 25, "d": [25, 27, 29, 30], "data": [1, 5, 6, 7, 8, 13, 14, 16, 19, 20, 21, 22, 23, 25, 28, 30, 31, 32], "datafram": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 24, 27], "dataset": [1, 5, 13, 14, 20, 21, 22], "date": [21, 22, 27, 32], "ddot": [30, 31], "debar": [21, 22], "decreas": 19, "deem": 17, "default": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 25], "deferr": [21, 22], "defici": 25, "defin": [17, 25, 30], "definit": [21, 22, 24], "degre": 30, "dehisc": 25, "delai": 25, "demograph": [21, 22], "demonstr": [23, 24, 25], "depend": [21, 22, 28, 33], "deprecationwarn": 19, "deriv": 31, "derogatori": 17, "describ": [24, 25, 26, 27, 30, 31], "descript": [21, 22], "descriptor": 22, "design": [1, 21, 22, 26, 27], "desir": [7, 8], "desktop": 23, "detail": [17, 18, 24, 32], "determin": [7, 8, 17, 21, 22, 32], "develop": [18, 21, 22, 23, 24, 25, 26, 32], "development": [21, 22], "deviat": [21, 22], "devic": [21, 22], "df": [1, 5, 12, 13, 14, 20, 23], "df1": [5, 12, 14], "df2": [5, 12, 14], "diagnost": [21, 22], "dict": [5, 13, 14], "dictionari": [23, 24, 25, 26], "did": 31, "diff": [5, 12, 14], "diff_2cols_in_1df": [5, 12, 14], "diff_2cols_in_2df": [5, 12, 14], "differ": [5, 12, 14, 17, 30], "digit": [3, 4, 7, 8], "dillman": 26, "dimension": [6, 7, 8], "directori": [4, 5, 14, 15], "disabl": 17, "disagr": 30, "disclaim": [21, 22, 29, 30, 31], "disclosur": [21, 22], "discomfort": 25, "discontinu": [21, 22], "discuss": [30, 31], "diseas": [21, 22], "disord": 25, "displai": [7, 8, 21, 22], "disput": [21, 22], "dissemin": [21, 22], "distribut": [21, 22, 25, 30], "do": [17, 23], "doc": [16, 18, 21, 22, 29], "docstr": 18, "document": [0, 16, 21, 22, 24, 28, 32, 33], "doe": [1, 5, 12, 14, 23, 25, 26, 29, 30, 31], "dog": 30, "doi": [26, 30, 31], "domain": 25, "done": 18, "dosag": [21, 22], "dose": [21, 22], "down": 25, "download": [18, 23], "downstream": 24, "draft": [21, 22], "driven": 18, "drop": 25, "dropout": 20, "drug": [21, 22], "dsur": [21, 22], "dtype": [24, 25], "duclo": 23, "duke": 25, "duoden": 25, "durat": [21, 22], "dure": 25, "dutta": [23, 24, 25, 26], "dysfunct": 25, "dysmenorrhea": 25, "dysmenorrhoea": 25, "e": [17, 21, 22, 29, 30, 31, 33], "e3": [21, 22], "e316": [21, 22], "each": [3, 4, 6, 20, 24, 30, 31], "earli": [21, 22], "easier": [18, 29], "ecg": [21, 22], "ectd": [0, 4, 16, 28], "ectd_vers": [2, 22], "edg": 1, "edit": 17, "edu": 30, "educ": 30, "efficaci": [21, 22], "effici": 32, "effort": 32, "either": [3, 4, 7, 8, 25, 27], "el": 29, "electron": [17, 21, 22, 32], "element": [1, 3, 4, 6, 29], "elucid": [21, 22], "emb": 33, "embryofet": [21, 22], "embryon": [21, 22], "emerg": [21, 22], "empathi": 17, "empti": [1, 3, 4, 5, 13, 14, 23, 27, 33], "emt": [0, 4, 16, 23, 24, 25, 26, 28], "emt2": 16, "en": [29, 30, 31], "encrypt": 33, "encyclopedia": 29, "encyclopediaofmath": 29, "end": 32, "enforc": [21, 22], "engag": 32, "engin": 33, "english": [23, 24, 25], "enhanc": 18, "enough": 18, "enter": 25, "enterostomi": 25, "entri": 5, "environ": 17, "environment": [21, 22], "epigastr": 25, "eq": [29, 31], "equat": 31, "equip": [21, 22], "equiv": [29, 30], "eros": 25, "escherichia": 25, "estim": [30, 31], "etc": [23, 25, 32], "ethnic": 17, "eua": [21, 22], "evalu": [21, 22], "even": 18, "event": [17, 21, 22, 25], "everi": 18, "everyon": 17, "everyth": 33, "evolv": 32, "exact": 23, "exactli": 30, "exampl": [1, 4, 5, 13, 14, 15, 16, 17, 19, 23, 27, 28, 33], "except": [21, 22], "exchang": 32, "excipi": [21, 22], "exclud": [21, 22], "exclus": [21, 22], "excret": [21, 22], "execut": 20, "exhaust": 30, "exist": [1, 5, 12, 14], "expand": [21, 22], "expect": [3, 4, 17, 30, 31], "expected_file_list": [3, 4], "experi": [17, 21, 22], "expert": 26, "explain": 18, "explicit": 17, "express": [17, 29, 31], "extra": 23, "extrins": [21, 22], "f": 27, "face": 17, "facetgrid": [5, 13, 14], "facil": [21, 22], "factor": [21, 22, 30], "fair": [17, 30], "faith": 17, "fals": [2, 3, 4, 5, 6, 7, 8, 12, 14, 15, 23, 25], "fast": [21, 22], "faster": 23, "fda": [3, 4, 32, 33], "feel": 18, "fertil": [21, 22], "field": [21, 22], "fig_size_0": [5, 13, 14], "fig_size_1": [5, 13, 14], "figur": [5, 13, 14, 33], "file": [3, 4, 5, 14, 15, 21, 22, 23, 24, 27, 33], "file1": [4, 5, 14, 15], "file2": [4, 5, 14, 15], "file3": [4, 5, 14, 15], "file_path": [3, 4, 25], "file_s": 33, "file_typ": 27, "filenam": 23, "fill": 30, "filter": [3, 4], "filterwarn": 19, "fin": [3, 4], "final": [21, 22], "financi": [21, 22], "find": [3, 4, 28, 30, 31], "find_fil": [3, 4, 23, 24, 25], "find_fmq": [3, 4, 25], "find_fmq_fil": [3, 4, 25], "find_hlgt": [3, 4], "find_hlt": [3, 4], "find_llt": [3, 4], "find_llt_given_pt": [3, 4, 23], "find_llt_given_soc": [3, 4, 23], "find_pt": [3, 4, 23], "find_pt_given_soc": [3, 4, 23], "find_section_given_word": [2, 21, 22], "find_smq": [3, 4, 16, 24], "find_soc": [3, 4, 23], "find_soc_given_pt": [3, 4, 23], "find_term_wi_level": [3, 4], "find_terms_given_fmq": [3, 4, 25], "find_terms_given_smq": [3, 4, 24], "find_terms_given_smq_sub": [3, 4], "first": [5, 6, 7, 8, 12, 14, 23, 25, 30], "fix": [16, 29, 31], "flag": [3, 4], "flatten": 24, "fleiss": [7, 8, 16], "fleiss_kappa": 31, "float": [5, 6, 12, 14], "fmq": [3, 4, 16], "fmq_list": 25, "focus": 17, "folder": [3, 4, 25], "folder_nam": [3, 4, 23, 24, 25], "folder_path": [3, 4, 25], "follicl": 25, "follow": [17, 23, 30, 32], "font": 33, "foreign": [21, 22], "form": [21, 22], "format": [4, 5, 7, 8, 14, 15, 18, 21, 22, 23, 25, 27, 33], "formula": [21, 22], "foster": 17, "found": [5, 13, 14, 16, 21, 22, 23, 24, 25, 29, 30, 33], "frac": [29, 30, 31], "free": [17, 18], "freq": 30, "from": [5, 6, 17, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "fruit": 30, "full": 32, "function": [16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33], "fungi": [21, 22], "further": [17, 21, 22, 23, 24, 27], "futur": 26, "futurewarn": 19, "g": [21, 22, 29, 30], "gastric": 25, "gastriti": 25, "gastro": 25, "gastroenter": 25, "gastroenterostomi": 25, "gastrointestin": 25, "gave": 31, "genbadg": 28, "gender": 17, "gene": [21, 22], "gener": [0, 1, 5, 13, 14, 19, 20, 21, 22, 23, 24, 28, 29], "generate_dataset": 1, "generate_example_dataset": [5, 13, 14], "genotox": [21, 22], "geq": [30, 31], "get": [3, 4, 23, 25], "get_data": 5, "git": 18, "github": [18, 23, 28], "given": [3, 4, 18, 19, 27, 30], "gnu": 28, "goal": 25, "good": 17, "gov": 30, "gp": [5, 12, 14], "gracefulli": 17, "graph": 28, "greatli": [18, 29], "gregori": 26, "grid": [5, 13, 14], "grid_col": [5, 13, 14], "grid_kw": [5, 13, 14], "grid_wrap": [5, 13, 14], "group": [1, 5, 12, 13, 14, 16, 19, 24, 25, 26, 28], "group_col": [5, 13, 14, 19], "group_col0": [5, 12, 14], "group_col1": [5, 12, 14], "group_column": 1, "grouped_df": 1, "gro\u00dfe": 26, "guarante": [21, 22], "guid": [21, 22, 32], "guidanc": [21, 22, 32], "guidelin": 28, "h": 29, "h0031619": 31, "ha": [21, 22, 24, 30], "hack": 30, "haemorrhag": 25, "hallgren": 30, "harass": 17, "harm": 17, "harmon": 32, "harmonis": [23, 24, 25, 26], "hat": [30, 31], "have": [17, 18, 23, 24, 30, 31, 32], "head": 20, "health": [0, 5, 20, 21, 22, 23, 24, 25, 28], "healthcar": [21, 22], "healthi": [21, 22], "heavi": 25, "height": [5, 13, 14], "helicobact": 25, "help": [18, 21, 22], "hepat": [21, 22], "here": [18, 24, 25, 28, 32], "hf": [21, 22], "hier": 16, "hierarch": 24, "hierarchi": [3, 4], "high": [20, 30], "higher": [30, 32], "hist": [7, 8, 16, 30], "histori": [21, 22, 25], "hlgt": [3, 4, 23], "hlt": [3, 4, 23], "holder": 26, "home": 19, "homepag": 17, "horizont": 19, "hormon": 25, "host": 25, "how": 18, "howev": 30, "hsu": 28, "htm": 30, "html": [28, 29], "http": [26, 28, 29, 30, 31, 32], "human": [21, 22, 23, 24, 25, 26], "hypomenorrhoea": 25, "i": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33], "i0": 31, "i1": [29, 31], "i2": [29, 31], "ich": [21, 22, 23, 25, 26], "id": [3, 4, 21, 22, 23, 24], "id_studi": 22, "ident": 17, "identif": 21, "identifi": 21, "iec": [21, 22], "ig": 32, "ignor": [3, 4, 19], "ignore_cas": [3, 4, 16, 23], "ij": [29, 31], "ij1": 29, "ij2": 29, "ik": 31, "ilioinguin": 25, "illustr": [29, 33], "imag": [21, 22], "imageri": 17, "img": 28, "immun": [21, 22], "immunotox": [21, 22], "impact": 30, "implement": [21, 22, 25, 29, 32], "import": [5, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "improv": [25, 26, 32], "impur": [21, 22], "inactiv": [21, 22], "inappropri": 17, "incid": 17, "includ": [3, 4, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33], "inclus": 17, "incorpor": [21, 22], "increas": 29, "ind": [21, 22], "indent": 16, "independ": [29, 30, 31], "index": [23, 28, 29], "indic": [3, 4, 5, 6, 12, 14, 21, 22, 30, 32], "individu": [17, 21, 22, 30, 33], "infantil": 25, "infect": 25, "infer": 30, "infmt": [5, 7, 8, 12, 14], "inform": [17, 21, 22, 23, 24, 27, 32], "initi": [1, 21, 22, 28], "innov": 26, "input": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 23], "insert": [21, 22], "insign": 32, "instal": [18, 25], "instanc": [3, 4, 5, 13, 14, 17], "institut": 25, "instruct": [28, 32], "insult": 17, "int": [1, 3, 4, 5, 7, 8, 13, 14], "int64": [24, 25], "integ": 1, "integr": [21, 22], "intend": [29, 30, 31], "intent": [21, 22], "inter": [21, 22, 30, 31], "inter_rat": 31, "interact": [3, 4, 16, 21, 22, 25], "interchang": 32, "interest": [17, 24, 25, 28], "interim": [21, 22], "intermedi": [21, 22], "intermenstru": 25, "intern": [23, 24, 25, 26, 33], "interrat": 30, "interv": [7, 8, 30], "intestin": 25, "intra": 30, "intrins": [21, 22], "introduct": [21, 22, 26], "invalid": [1, 5, 13, 14], "investig": [17, 21, 22], "involv": 25, "io": 28, "ir": 31, "irb": [21, 22], "irregular": 25, "irrit": 25, "iso": 28, "iss": [21, 22], "issu": [17, 18, 21, 22, 30], "iter": [7, 8], "its": [17, 18, 28], "j": [29, 30, 31, 33], "j1": 29, "j2": 29, "j_1": 30, "j_2": 30, "jasonpott": 23, "jb": 23, "jj": 30, "jmp": 24, "john": 30, "join": [21, 22, 25], "json": [4, 5, 14, 15], "jul": 27, "justif": [21, 22], "juvenil": [21, 22], "k": [29, 30], "kappa": [0, 7, 16, 28], "kappacalcul": [7, 8, 30, 31], "kb": 32, "keep": [18, 24], "keep_column": [3, 4], "keep_diff_onli": [5, 12, 14], "kendal": [6, 16], "kendall_rank_correlation_coeffici": 29, "kendall_tau_metr": 29, "kendalltau": 29, "keyword": [5, 13, 14], "know": [29, 33], "knowledg": 32, "koch": 30, "kwarg": [5, 13, 14], "l": [26, 30, 31], "lab": 25, "label": [5, 6, 7, 8, 12, 14, 21, 22, 26], "label_str": [4, 5, 14, 15], "laboratori": [21, 22], "lami": 23, "landi": 30, "languag": [17, 23, 24, 25], "larg": [25, 31], "launch": [21, 22], "ldot": [29, 30, 31], "leadership": 17, "least": [6, 24], "left": [29, 31, 33], "legaci": [21, 22], "length": [3, 4, 29], "leq": 30, "less": [5, 12, 14, 29], "lesson": 30, "let": [29, 30, 31], "letter": [21, 22, 23], "level": [3, 4, 7, 8, 17, 24, 27, 30, 32], "liabil": [21, 22], "lib": 19, "librari": 32, "licens": [21, 22, 33], "life": [21, 22], "line": [5, 13, 14, 19, 21, 22, 30], "lineplot": [5, 13, 14, 19], "link": [21, 22, 28, 32], "linux": 27, "list": [1, 3, 4, 5, 6, 7, 8, 14, 15, 21, 22, 23, 24, 30, 32], "list_fil": [3, 4, 5, 14, 15, 27], "list_files_datafram": [4, 5, 14, 15], "list_files_json": [4, 5, 14, 15], "list_files_list": [4, 5, 14, 15], "list_files_str": [4, 5, 14, 15], "list_files_tre": [4, 5, 14, 15], "list_tre": [5, 12, 14], "listtre": [5, 12, 14], "literatur": [21, 22], "littl": 18, "llt": [3, 4, 23, 24], "llt_by_soc": 16, "llt_current_onli": [3, 4], "llt_onli": [3, 4], "load": 33, "load_fmq": [3, 4], "load_fmq_default": [3, 4], "load_llt": [3, 4], "load_smq": [3, 4], "loc": 6, "local": [18, 21, 22], "log": [21, 22], "long": [21, 22, 33], "longer": 21, "look": 18, "low": [20, 30], "lower": 25, "lowercas": 23, "lowest": [3, 4], "lsr": [0, 3, 4, 5, 14, 16, 27, 28], "lsrtree": [3, 4, 5, 14, 15, 27], "lst": [3, 4, 5, 12, 14], "m": [26, 30], "mac": 27, "macdonald": 26, "mai": [17, 19, 20, 23, 24, 25], "mail": 17, "main": 32, "maintain": [17, 23, 24, 25, 26, 32, 33], "make": [17, 18, 25], "manag": [21, 22], "mani": 31, "manufactur": [21, 22], "march": 23, "margin": 30, "margoli": 25, "marker": 19, "market": [21, 22], "materi": [21, 22], "matern": [21, 22], "mathemat": 29, "matrix": [7, 8, 29], "max_size_ratio": [7, 8], "maximum": [7, 8, 29], "meal": 20, "measur": [21, 22, 29, 30, 31], "mechanist": [21, 22], "meddra": [3, 4, 28], "meddra_vers": 24, "media": 17, "median": 20, "medic": [3, 4, 21, 22, 23, 24, 25, 26], "medica": 30, "medicin": [22, 32], "mediolysi": 25, "medium": [21, 22], "meet": [18, 21, 22], "member": 17, "menometrorrhagia": 25, "menorrhagia": 25, "menstrual": 25, "menstruat": 25, "menu": 25, "metabol": [21, 22], "metabolit": [21, 22], "metadata": 33, "method": [3, 4, 5, 6, 7, 8, 13, 14, 21, 22, 29, 30, 31], "methodologi": [21, 22, 26], "metric": [29, 30], "metrorrhagia": 25, "micha": 26, "microbiolog": [21, 22], "microbiologi": [21, 22], "might": [18, 30], "migrain": 25, "minim": 30, "minimum": 29, "miss": [3, 4, 6, 7, 8, 21, 22], "misus": 30, "mitig": [21, 22], "mkdir": 27, "model": 32, "moder": 30, "modif": [21, 22], "modifi": 27, "modul": [5, 16, 19, 20, 21, 22, 23, 24, 25, 26, 27, 32, 33], "monitor": [20, 21, 22, 30], "month": [3, 4, 23, 24, 25], "more": [21, 22, 23, 24, 28, 32], "most": 23, "msg": 19, "msso": 23, "mtbp3": [0, 18, 19, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 33], "much": 30, "multi": [20, 30, 31], "multipl": [21, 22, 23, 30, 31], "must": [6, 32], "my": 28, "mycobacteria": [21, 22], "n": [20, 21, 22, 24, 25, 29, 30, 31], "n1": [29, 31], "n2": [29, 31], "n_": [29, 30, 31], "n_0": 31, "n_categori": [30, 31], "n_column": 27, "n_image_in_pag": 33, "n_iter": [7, 8, 30], "n_page": [27, 33], "n_rater": [30, 31], "n_row": 27, "n_soc": [23, 24, 25], "na": [6, 16, 30, 31], "name": [3, 4, 5, 12, 13, 14, 18, 21, 22, 23, 24, 25, 27, 32], "nan": [5, 12, 14, 23], "narrow": [18, 25], "narrow_onli": [3, 4, 25], "nation": 17, "ncbi": 30, "nda": [21, 22], "ndarrai": 1, "necessari": [23, 24, 32], "need": [30, 32, 33], "neither": [3, 4], "neuralgia": 25, "neuropathi": 25, "never": 18, "new": [21, 22], "newest": [21, 22], "nih": 30, "nj": 31, "nlm": 30, "nomenclatur": 21, "nomin": [30, 31], "non": [1, 21, 22, 23, 33], "nonclin": [20, 21, 22, 32], "none": [2, 5, 7, 8, 11, 12, 13, 14, 16, 19, 20, 27, 30], "nor": [3, 4], "note": [18, 20, 23, 24, 25, 28, 29, 30, 31, 32], "notebook": 25, "notif": [21, 22], "notifi": [21, 22], "novel": [21, 22], "np": [29, 30], "nr": 31, "number": [5, 6, 7, 8, 13, 14, 20, 21, 23, 29, 30, 31, 33], "numer": [1, 5, 12, 14], "numpi": [1, 29], "nutshel": 33, "o": [22, 27, 31], "object": [3, 4, 33], "oblig": [17, 21, 22], "observ": [30, 31], "occurr": 1, "offens": 17, "offici": [17, 18], "offlin": 17, "offspr": [21, 22], "oligomenorrhoea": 25, "one": [3, 4, 21, 22, 24, 29, 30], "onli": [3, 4, 23, 24, 29, 30, 31], "onlin": [17, 23, 30, 32], "open": [17, 18, 23, 27, 33], "oper": 18, "option": [1, 3, 4, 5, 6, 13, 14, 16, 24], "orang": 30, "order": 16, "org": [26, 29, 30, 31, 32, 33], "organ": [3, 4, 21, 22, 23, 26, 32, 33], "orient": 17, "origin": [21, 22], "orphan": [21, 22], "other": [17, 20, 21, 22, 24, 29, 30], "otherwis": [3, 4, 5, 12, 14, 17], "out": [24, 28, 30], "out1": 1, "out_digit": [7, 8, 30], "out_path": [7, 8], "outcom": [21, 22, 30, 31], "outfmt": [4, 5, 7, 8, 14, 15, 16, 27], "output": [4, 5, 7, 8, 14, 15, 23, 24, 25, 30, 31], "outstand": [21, 22], "ovarian": 25, "overal": [21, 22], "overview": [21, 22, 30], "ownership": [21, 22], "p": [21, 22, 31], "p023": 30, "p_": [30, 31], "p_1": 31, "p_e": 30, "p_j": 31, "p_o": 30, "p_valu": 29, "packag": [19, 21, 22, 28, 30, 33], "page": [0, 16, 21, 22, 24, 25, 29, 30, 31, 32, 33], "pain": 25, "pair": 29, "panda": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15], "paper": [25, 32], "parallel": 20, "paramet": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14], "parasit": [21, 22], "part": [18, 33], "particip": 17, "particular": [29, 30, 31], "pass": [18, 27], "patent": [21, 22], "path": [3, 4, 5, 7, 8, 11, 12, 14, 15, 23, 27, 33], "pathogen": [21, 22], "patient": [21, 22, 25], "pd": [4, 5, 14, 15, 21, 22], "pdf": [21, 22, 23, 24, 25, 26], "pdf_obj": 11, "pdfa": 33, "pdfsummari": [0, 10, 28, 33], "pear": 30, "pediatr": [21, 22], "peptic": 25, "per": [20, 30, 31], "percentag": [5, 12, 14, 30], "perfect": 30, "perform": 1, "perihepat": 25, "period": [21, 22], "peritoneoplasti": 25, "perman": 17, "permiss": 17, "person": [17, 21, 22], "pertin": [21, 22], "pfr": 33, "pharmaceut": [21, 22, 23, 24, 25, 26], "pharmacodynam": [21, 22], "pharmacogenom": [21, 22], "pharmacokinet": [21, 22], "pharmacologi": [21, 22], "pharmasug": 25, "php": 29, "physic": [17, 30], "pip": 28, "pivot": [5, 12, 14], "pk": [21, 22], "pkg": 28, "place": [19, 26], "plan": [20, 21, 22, 32], "plasma": [21, 22], "pleas": [18, 21, 22, 23, 24, 25, 28, 30, 31, 32], "plot": [5, 6, 7, 8, 13, 14, 16, 29], "plot_y_list": [6, 29], "pmc": 30, "pmc3900052": 30, "poetri": 18, "point": [5, 12, 13, 14, 19], "point_posit": [5, 13, 14], "polici": [17, 25], "polit": 17, "polymenorrhagia": 25, "polymenorrhoea": 25, "popul": [21, 22], "portabl": 33, "portion": 30, "posit": [17, 25], "possibl": 18, "post": [17, 18, 20, 21, 22], "postapprov": [21, 22], "postmarket": [21, 22], "postmenopaus": 25, "postnat": [21, 22], "practic": [29, 30, 31], "pre": [21, 22], "predig": 30, "prefer": [3, 4], "premarket": 25, "prenat": [21, 22], "prepar": [27, 32], "present": [27, 29], "presubmiss": [21, 22], "preval": 30, "preview": [21, 22], "previous": [21, 22], "primari": [3, 4, 21, 22, 23], "primary_onli": [3, 4], "primary_soc_onli": [3, 4, 23], "principl": 26, "print": [20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "prioriti": [21, 22], "privat": 17, "pro": 33, "probabl": 31, "problem": 30, "proc": 30, "procedur": [21, 22], "process": [19, 20, 21, 22, 23, 24, 27, 32], "processor": 33, "procon": 30, "product": [21, 22, 26, 29, 32], "proestel": 26, "profession": 17, "profil": [21, 22], "program": [21, 22], "project": [17, 18, 25, 28], "promis": 25, "promot": [21, 22, 29, 30, 31], "proper": [22, 33], "properti": 21, "propos": [18, 21, 22], "proprietari": [21, 22], "protein": [21, 22], "protocol": [21, 22], "provid": [3, 4, 5, 7, 8, 13, 14, 21, 22, 23, 25, 28, 29, 30, 31], "pseudo": 21, "psu": 30, "psycholog": [30, 31], "psychologi": 30, "pt": [3, 4, 23, 24], "pt01": 25, "pt02": 25, "pt03": 25, "pt04": 25, "pt05": 25, "pt06": 25, "pt07": 25, "pt08": 25, "pt09": 25, "pt10": 25, "pt11": 25, "pt12": 25, "pt13": 25, "pt14": 25, "pt15": 25, "pt16": 25, "pt17": 25, "pt18": 25, "pt19": 25, "pt20": 25, "pt21": 25, "pt22": 25, "pt23": 25, "pt24": 25, "pt25": 25, "pt26": 25, "pt27": 25, "pt28": 25, "pt29": 25, "pt30": 25, "pt31": 25, "pt32": 25, "pt33": 25, "pt34": 25, "pt35": 25, "pt36": 25, "pt37": 25, "pt38": 25, "pt39": 25, "pt40": 25, "pt41": 25, "pt42": 25, "pt43": 25, "pt_list": 25, "pt_size": [5, 13, 14], "ptj": 30, "public": [17, 21, 22, 25, 28], "publish": [3, 4, 17, 23, 25, 26], "purpos": [21, 22, 23, 25, 29], "put": 30, "py": [19, 28], "py3": 19, "pymedtermino": 23, "pypdf": 33, "pypi": 28, "pypoetri": 19, "python": [18, 23, 25, 28], "python3": 19, "qr": 32, "qualiti": [21, 22], "quantifi": 30, "quantit": 30, "queri": [3, 4, 24, 25], "questionnair": 32, "quick": [21, 22], "r": [21, 22, 23, 26, 30, 31], "r1": [30, 31], "r2": [30, 31], "r3": 31, "r4": 31, "r5": 31, "race": 17, "rais": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14], "randint": [27, 29], "random": [27, 29, 30], "random_numb": 27, "randomis": [21, 22], "randomli": [23, 31], "rank": 29, "rao": 26, "rate": [7, 8, 30, 32], "rater": [7, 8, 30, 31], "ratio": [7, 8], "ratter": 30, "raw": 30, "re": 18, "reaction": 26, "reactiv": [21, 22], "readi": 18, "real": 25, "reason": [17, 25], "rebound": 25, "receiv": 30, "record": [20, 23, 24, 25, 26, 32], "reduc": 23, "referenc": [21, 22], "regard": [17, 21, 22], "regardless": 17, "regen": 22, "region": [21, 22], "regulatori": [21, 22, 23, 24, 25, 26, 32, 33], "reinstat": [21, 22], "reissuanc": [21, 22], "reject": [17, 21, 22], "rel": 23, "relat": [3, 4, 21, 22, 23, 24, 25], "relationship": [21, 22, 24, 26, 30], "releas": [18, 21, 22, 28], "reliabl": [28, 30, 31], "religion": 17, "rem": [21, 22], "remain": 23, "rememb": 18, "remov": [3, 4, 6, 17, 27], "remove_na": 6, "remove_non": [3, 4], "repeat": [21, 22], "repercuss": 17, "replac": [23, 29], "report": [17, 20, 21, 22, 23, 24, 25, 26, 32], "repositori": 23, "repres": [3, 4, 5, 7, 8, 14, 15, 17, 20, 29, 30, 31, 33], "represent": [7, 8, 17], "reproduc": 18, "reproduct": [21, 22], "request": [21, 22], "requir": [18, 21, 22, 23, 24, 25, 26, 30, 32, 33], "research": [21, 22], "resolut": [21, 22], "respect": 17, "respond": 17, "respons": [21, 22, 23, 30], "rest": [30, 31], "result": [1, 3, 4, 5, 7, 8, 14, 15, 20, 23, 30], "retriev": 28, "return": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 24, 27], "reverse_i": [7, 8, 30], "review": [17, 21, 22], "revis": 33, "revoc": [21, 22], "right": [16, 17, 21, 22, 25, 29, 31], "rigid": 25, "risk": [21, 22], "rmat": 22, "rmtree": 27, "roll": [21, 22], "round": [7, 8], "rout": [21, 22], "row": [3, 4, 6, 30, 31], "rule": [21, 22, 32], "runner": 19, "ruptur": 25, "s43441": 26, "sa": 30, "safeti": [21, 22, 23, 24, 25, 26], "same": [5, 12, 14, 20, 30, 31], "sampl": [16, 21, 22, 29, 30, 31], "sample_df": [7, 8], "sample_list": [7, 8], "save": [3, 4, 7, 8, 23], "save_fmq_consolidated_list_csv": [3, 4, 25], "scale": [5, 13, 14, 30, 31, 32], "scatter": [6, 29], "scenario": [29, 30], "scheme": [21, 22], "scienc": 26, "scipi": 29, "scope": [18, 25], "sdtm": [21, 22, 32], "sdtmig": 32, "se": 30, "seaborn": 19, "search": [16, 21, 22], "second": [5, 7, 8, 12, 14, 30], "secondari": [21, 22], "section": [21, 22, 23, 24, 29], "see": [21, 22, 24, 29, 31, 32], "seed": 30, "segment": 25, "select": [25, 31], "self": 1, "sen": 30, "send": [21, 22, 32], "sens": 25, "sensit": [3, 4], "sep": 24, "separ": 17, "septemb": [23, 24, 25], "sequenc": 1, "servic": 23, "set": [17, 18, 22, 23, 24, 25, 26, 30], "setup": 18, "sexual": 17, "shape": [30, 31], "share": [21, 22, 23, 25], "shield": 28, "ship": [23, 25], "short": [21, 22], "should": [3, 4, 18], "show": [5, 12, 14, 16, 17, 28, 29], "show_ctoc_tre": [2, 21, 22], "show_fmq_tre": [3, 4, 25], "shutil": 27, "sign": [25, 29, 32], "signatur": [21, 22], "signific": [21, 22], "sim": [30, 31], "similar": [18, 23], "simpli": 23, "simplifi": 25, "simul": 25, "singl": [21, 22, 30], "site": [19, 21, 22], "size": [5, 7, 8, 13, 14, 17, 19, 25, 27, 29, 30, 33], "size_in_byt": 27, "sklearn": 30, "slight": 30, "small": 29, "smari": 28, "smq": [3, 4, 16, 26], "smq916fxwgunhqihpu": 24, "smq_algorithm": 24, "smq_descript": 24, "smq_description657tlcpxpwehstw": 24, "smq_id": 24, "smq_level": 24, "smq_name": 24, "smq_note": 24, "smq_note619xvqsmalebtohgxntmzpjq": 24, "smq_sourc": 24, "smq_source174ddcfdqhebxrmoojigrqawetdkqjd": 24, "smq_statu": 24, "soc": [3, 4, 16, 23, 25], "soc214dfxgaelhghfeffkgrasfyzzbaf": 25, "soc360phgmkacxralpg": 25, "soc972ziufsafkkvwfbszdycguocistyeyku": 25, "soc_nam": [3, 4, 23], "social": 17, "softwar": [21, 22, 28, 29, 30, 31], "some": [23, 30, 32, 33], "sometim": 30, "sourc": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 23, 25, 33], "space": 17, "spasm": 25, "speci": [21, 22], "special": [21, 22, 25, 33], "specialti": [21, 22], "specif": [3, 4, 17, 21, 22, 24, 33], "specifi": [1, 3, 4, 5, 14, 15, 21, 22, 23, 33], "sphinx": 0, "spleen": 25, "sponsor": [21, 22], "sqrt": [29, 30], "stabil": [21, 22], "stabl": 30, "stalab": 29, "stand": [32, 33], "standard": [3, 4, 16, 21, 22, 23, 24, 25, 26, 28, 33], "standardis": [21, 22, 24], "start": 32, "stasmodel": 31, "stat": [1, 20, 29, 30, 31], "stat504": 30, "statement": [21, 22, 23], "static": [1, 5, 6, 7, 8, 13, 14], "statist": [1, 21, 22, 29, 30, 31], "statlab": [0, 5, 16, 28], "statsmodel": 31, "statu": [21, 22], "std1": 20, "std2": 20, "stdcd": 32, "stdcdisc": [0, 5], "stdiso": [0, 5, 28, 33], "stem": [21, 22], "step": [18, 21, 22, 23, 32, 33], "stimul": 25, "stomach": 25, "store": 32, "str": [1, 3, 4, 5, 7, 8, 12, 13, 14, 15, 30, 31], "strategi": [21, 22], "string": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 27], "stringna": [7, 8, 30, 31], "strip": [5, 13, 14], "stripplot": 19, "strong": 30, "structur": [4, 5, 14, 15, 21, 22, 24], "stud": 23, "studi": [20, 21, 22, 25, 29, 30, 31, 32], "stzyeg9": 19, "sub": 33, "subfolder1": 27, "subfolder2": 27, "subj01": 20, "subj02": 20, "subject": [20, 21, 22], "submiss": [21, 22, 33], "submit": [21, 22, 32], "subplot": [5, 13, 14], "subset_df": [3, 4], "substanc": [21, 22], "substanti": 30, "subtract": 29, "subtre": 16, "suffix": 22, "sum": 20, "sum_": [29, 30, 31], "sum_j": [30, 31], "sum_k": 31, "summari": [1, 5, 12, 14, 21, 22, 28, 30, 33], "summarize_1nc_by_2group": [5, 12, 14], "summary1": 20, "summary_by_group": [1, 20], "sun": 27, "supplement": [21, 22], "support": [18, 21, 22, 32, 33], "swarm": [5, 13, 14, 16], "syndrom": 25, "synops": [21, 22], "synopsi": [21, 22], "synthet": 25, "system": [3, 4, 18, 21, 22, 23, 28], "t": [24, 29], "t1": 29, "t2": 29, "tabel": 31, "tabl": 25, "tabul": [21, 22, 32], "tabular": [21, 22], "tag": [18, 21, 22], "take": [17, 20], "taken": 20, "target_column": 1, "tau": [6, 16], "tau_1": 29, "tau_2": 29, "team": 17, "technic": [21, 22, 23, 24, 25, 26, 32], "technol": 23, "televis": [21, 22], "templat": 28, "temporari": 17, "temporarili": 17, "tend": 30, "tender": 25, "term": [3, 4, 16, 18, 21, 22, 28, 33], "term_categori": 24, "term_level": 24, "terminologi": [23, 24, 25, 26], "test": [16, 18, 21, 22, 27, 28, 30], "testfile3": 27, "testfolder_": 27, "testfolder_15": 27, "testfolder_nam": 27, "text": [21, 22], "th": 29, "than": [5, 12, 14, 21, 22, 30], "thei": [17, 18], "therapeut": 26, "therapi": [21, 22, 30], "therefor": 31, "thi": [0, 3, 4, 5, 17, 18, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31], "those": 23, "threaten": 17, "three": [3, 4, 30], "through": [18, 32, 33], "ti": 29, "time": [7, 8, 24, 29, 32], "times_": 29, "titl": [5, 7, 8, 13, 14, 19, 22, 28, 29], "to_cat": [5, 12, 14], "to_csv": 23, "to_right": [2, 3, 4, 5, 12, 14, 25], "toler": [21, 22], "tolist": [29, 30], "tool": 28, "total": [20, 24, 30, 31], "total_count": 20, "total_sum": 20, "toward": 17, "toxic": [21, 22], "toxicologi": [21, 22], "tqmp": 30, "track": [21, 22], "trail": 20, "transfer": [21, 22], "transpar": 25, "treatment": 20, "tree": [4, 5, 14, 15, 16, 27], "trial": [20, 21, 22], "troll": 17, "tropic": [21, 22], "troubleshoot": 18, "trt1": 20, "trt2": 20, "true": [3, 4, 5, 6, 12, 14, 23, 24, 25, 27, 30], "tupl": [3, 4], "tutori": 30, "two": [5, 6, 7, 8, 12, 14, 23, 30, 31], "txt": [4, 5, 14, 15, 27], "type": [1, 3, 4, 5, 12, 13, 14, 15, 20, 21, 22, 25, 27, 29, 33], "typo": [21, 22], "ua": 33, "uebersax": 30, "ulcer": 25, "unaccept": 17, "unapprov": [21, 22], "uncontrol": [21, 22], "under": [21, 22, 25, 28, 29, 30, 31], "understand": [23, 24, 25, 26, 29], "unequ": 30, "uniqu": [1, 3, 4, 5, 12, 14], "untitl": [21, 22], "unwelcom": 17, "unzip": 23, "up": [18, 23, 24], "updat": [5, 13, 14, 16, 18, 21, 22, 25], "update_paramet": [5, 13, 14, 19], "upper": [23, 25], "upset": 25, "url": 28, "us": [4, 5, 14, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33], "usabl": 25, "usag": [23, 25], "user": [23, 25], "userwarn": 19, "uterin": 25, "util": [0, 5, 19, 21, 22, 25, 27, 28, 32], "v": 20, "v1": [21, 22, 30, 33], "v2": 30, "v26": 24, "v3": 28, "v4": [21, 22], "v_": 30, "v_0": 31, "v_1": [30, 31], "v_2": [30, 31], "v_3": [30, 31], "v_4": 31, "v_j": [30, 31], "vagin": 25, "valid": [3, 4, 21, 22, 32, 33], "valu": [1, 5, 6, 7, 8, 12, 14, 19, 30, 31], "value_count": [24, 25], "valueerror": [1, 5, 6, 12, 13, 14], "valv": 25, "var": [29, 31], "variabl": [5, 13, 14, 19, 29], "varianc": [16, 31], "vcd": 30, "vdot": [29, 30, 31], "vector": 29, "venot": 23, "versa": 23, "version": [3, 4, 17, 18, 21, 22, 23, 24, 25, 28, 33], "via": 17, "vice": 23, "video": 33, "view": [21, 22], "viewer": 23, "viewpoint": 17, "violin": 16, "virtualenv": 19, "viscer": 25, "visit": [20, 23, 25], "visit1": 20, "visit2": 20, "visit3": 20, "visit4": 20, "vitro": [21, 22], "vivo": [21, 22], "volum": 30, "volunt": 18, "voucher": [21, 22], "w": [26, 27], "w_": 30, "wa": [28, 33], "wai": 17, "waiver": [21, 22], "want": [18, 19], "warn": [19, 21, 22, 29], "warranti": 25, "we": [17, 29], "weak": 30, "web": [18, 21, 22, 24, 25, 32, 33], "webpag": [23, 26], "websit": 23, "weder": 26, "weight": 24, "welcom": [17, 18], "were": [21, 22, 25, 28, 31], "what": 17, "when": [3, 4, 17, 18, 25, 29], "where": [3, 4, 6, 29, 30, 31], "whether": [3, 4, 5, 12, 14], "which": [17, 21, 22, 31, 33], "while": [31, 32], "white": 32, "who": 17, "whodrug": 28, "whoever": 18, "why": 25, "width": [5, 13, 14], "wiki": [17, 29, 30, 31], "wikipedia": [29, 30, 31], "window": 27, "wise": 29, "with_count": [4, 5, 14, 15, 27], "with_detail": [3, 4, 24], "with_file_label": [4, 5, 14, 15], "with_soc": [3, 4, 25], "withdraw": [21, 22, 25], "within": [17, 20, 21, 22, 29, 32, 33], "without": [17, 25], "word": [2, 21, 22], "work": [18, 21, 22, 24, 25, 26], "workshop": 25, "would": 18, "wright": 30, "written": [21, 22], "wu": 25, "www": [30, 32], "x": [5, 6, 7, 8, 13, 14, 19, 20, 30, 33], "x_col": [5, 13, 14, 19], "x_label_rot": [5, 13, 14], "x_n": 29, "x_scale_bas": [5, 13, 14], "xml": 16, "y": [5, 6, 7, 8, 13, 14, 16, 19, 28], "y1": [7, 8, 29, 30], "y2": [7, 8, 29, 30], "y_": [29, 30, 31], "y_col": [5, 13, 14, 19], "y_count": [30, 31], "y_count_sq": [7, 8], "y_scale_bas": [5, 13, 14, 19], "yao": 25, "year": [3, 4, 23, 24, 25, 28, 29, 30, 31, 32], "yeawr": 29, "yh202109": 28, "you": [18, 19, 28, 33], "your": 18, "z_": 29}, "titles": ["API Reference", "mtbp3.health.clinical", "mtbp3.health.ectd", "mtbp3.health.emt", "mtbp3.health", "mtbp3", "mtbp3.statlab.corr", "mtbp3.statlab", "mtbp3.statlab.kappa", "mtbp3.stdcdisc", "mtbp3.stdiso", "mtbp3.stdiso.pdfsummary", "mtbp3.util.cdt", "mtbp3.util.cdtg", "mtbp3.util", "mtbp3.util.lsr", "Changelog", "Code of Conduct", "Contributing", "U/Graph/Categorical Plots Using catPlotter", "H/Clinical/Grouped Summary", "H/eCTD/3.2/Heading", "H/eCTD/4.0/Heading", "H/MedDRA/Basics", "H/MedDRA/SMQs by ICH", "H/MedDRA/FMQs by FDA", "H/MedDRA/(MLGs by CIOMS)", "U/System/List Folder Contents", "mtbp3", "StatLab/Corr/Kendall\u2019s tau", "StatLab/Cohen\u2019s Kappa", "StatLab/Fleiss\u2019s Kappa", "STD/CDISC/Basics", "STD/ISO/PDF"], "titleterms": {"": [29, 30, 31], "0": [22, 29, 30, 31], "01": 16, "02": 16, "03": 16, "05": 16, "06": 16, "07": 16, "09": 16, "0909090909090909": 31, "1": [16, 20, 29, 30, 31], "10": 16, "11": 16, "12": 16, "13": 16, "15": 16, "18": 16, "1960": 30, "2": [16, 21, 30], "2012": 30, "2024": 16, "21": 16, "22": 16, "27": 16, "28": 16, "29": 16, "3": [16, 21, 30], "30": 16, "39": 16, "4": [16, 22], "42": 16, "43": 16, "48": 16, "5": 16, "50": 16, "6": 16, "7": 16, "7241379310344827": 30, "8": 16, "9": 16, "The": [21, 22], "across": 23, "algorithm": 29, "ani": 25, "api": 0, "appendix": 25, "assign": [23, 24, 25], "attribut": [5, 11, 17], "background": [29, 30, 31], "basic": [23, 32], "bootstrap": 30, "bubbl": 30, "bug": 18, "categor": 19, "categori": 30, "catplott": 19, "cdisc": 32, "cdt": 12, "cdtg": 13, "changelog": 16, "ci": 30, "ciom": 26, "cite": 28, "class": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15], "clinic": [1, 20], "code": [17, 18], "cohen": 30, "comprehens": [21, 22], "conduct": [17, 18], "content": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 21, 22, 27, 28], "contribut": [18, 28], "corr": [6, 29], "count": [30, 31], "credit": 28, "ctoc": [21, 22], "demo": 25, "detail": 31, "differ": 23, "distribut": [23, 24], "document": 18, "ectd": [2, 21, 22], "emt": 3, "enforc": 17, "exampl": [20, 29, 30, 31], "exercis": [29, 30, 31], "extens": 30, "fda": [21, 22, 25], "featur": 18, "feedback": 18, "file": 25, "find": [23, 24, 25], "fix": 18, "fleiss": 31, "fmq": 25, "folder": [23, 24, 27], "foundat": 32, "function": [5, 12, 14], "get": 18, "given": [23, 24, 25], "graph": 19, "group": [20, 29, 30, 31], "guidelin": 18, "h": [20, 21, 22, 23, 24, 25, 26], "head": [21, 22], "health": [1, 2, 3, 4], "hierarch": 23, "hierarchi": [21, 22], "how": [28, 29, 30, 31], "ich": 24, "implement": 18, "instal": 28, "interpret": 30, "iso": 33, "kappa": [8, 30, 31], "kendal": 29, "lab": [29, 30, 31], "level": 23, "licens": 28, "list": [25, 27], "literatur": 30, "local": 25, "lsr": 15, "mchugh": 30, "meddra": [23, 24, 25, 26], "mlg": 26, "modul": [1, 2, 3, 6, 8, 11, 12, 13, 15], "more": [30, 31], "mtbp3": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 28], "notat": [29, 30, 31], "observ": 29, "option": [23, 27], "other": [23, 27], "our": 17, "packag": [4, 5, 7, 14], "path": 25, "pdf": 33, "pdfsummari": 11, "pledg": 17, "plot": [19, 30], "pt": 25, "pull": 18, "rate": 31, "refer": [0, 21, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33], "report": 18, "request": 18, "resourc": 32, "respons": 17, "save": 25, "scope": 17, "select": 32, "smq": 24, "standard": [17, 32], "start": 18, "statlab": [6, 7, 8, 29, 30, 31], "std": [32, 33], "stdcdisc": 9, "stdiso": [10, 11], "submit": 18, "submodul": [4, 7, 10, 14], "subpackag": 5, "suggest": 30, "summari": 20, "system": 27, "tabl": [21, 22, 28], "tau": 29, "term": [23, 24, 25], "tree": 25, "type": 18, "u": [19, 27], "us": 19, "usag": 28, "util": [12, 13, 14, 15], "v0": 16, "valu": 29, "version": 32, "view": 25, "weight": 30, "within": 23, "write": 18}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Algorithm": [[29, "algorithm"]], "Appendix - View PTs Given Any FMQ": [[25, "appendix-view-pts-given-any-fmq"]], "Assign FMQ File Path": [[25, "assign-fmq-file-path"]], "Assign MedDRA Distribution Folder": [[23, "assign-meddra-distribution-folder"], [24, "assign-meddra-distribution-folder"]], "Attributes": [[5, "attributes"], [11, "attributes"]], "Attribution": [[17, "attribution"]], "Background": [[29, "background"], [30, "background"], [31, "background"]], "Bootstrap CI": [[30, "bootstrap-ci"]], "Bubble Plot": [[30, "bubble-plot"]], "CDISC Foundational Standards": [[32, "cdisc-foundational-standards"]], "CDISC Resource": [[32, "cdisc-resource"]], "Changelog": [[16, "changelog"]], "Classes": [[1, "classes"], [2, "classes"], [3, "classes"], [4, "classes"], [5, "classes"], [6, "classes"], [7, "classes"], [8, "classes"], [11, "classes"], [12, "classes"], [13, "classes"], [14, "classes"], [15, "classes"]], "Code of Conduct": [[17, "code-of-conduct"], [18, "code-of-conduct"]], "Cohen\u2019s Kappa Interpretation (Cohen, 1960)": [[30, "id21"]], "Cohen\u2019s Kappa Interpretation (McHugh, 2012)": [[30, "id22"]], "Cohen\u2019s \\kappa = -0.7241379310344827": [[30, "id28"]], "Cohen\u2019s \\kappa = -1": [[30, "id27"]], "Cohen\u2019s \\kappa = 0": [[30, "id23"], [30, "id24"]], "Cohen\u2019s \\kappa = 1": [[30, "id25"], [30, "id26"]], "Contributing": [[18, "contributing"], [28, "contributing"]], "Count of Ratings": [[31, "tbl-count1"]], "Counts for 2 categories": [[30, "id19"]], "Counts for 3 or more categories": [[30, "id20"]], "Credits": [[28, "credits"]], "Enforcement": [[17, "enforcement"]], "Example - Group-1": [[29, "example-group-1"], [30, "example-group-1"], [31, "example-group-1"]], "Example 1": [[20, "example-1"]], "Extensions": [[30, "extensions"]], "FMQ Tree": [[25, "fmq-tree"]], "Find MedDRA Terms Across Different Hierarchical Levels": [[23, "find-meddra-terms-across-different-hierarchical-levels"]], "Find MedDRA Terms Given a SMQ": [[24, "find-meddra-terms-given-a-smq"]], "Find MedDRA Terms Within a Given Hierarchical Level": [[23, "find-meddra-terms-within-a-given-hierarchical-level"]], "Find SMQ Terms": [[24, "find-smq-terms"]], "Find Terms Given a FMQ": [[25, "find-terms-given-a-fmq"]], "Fix Bugs": [[18, "fix-bugs"]], "Fleiss\u2019s \\kappa = -0.0909090909090909": [[31, "id8"]], "Fleiss\u2019s \\kappa = 1.0": [[31, "id7"]], "Functions": [[5, "functions"], [12, "functions"], [14, "functions"]], "Get Started!": [[18, "get-started"]], "H/Clinical/Grouped Summary": [[20, "h-clinical-grouped-summary"]], "H/MedDRA/(MLGs by CIOMS)": [[26, "h-meddra-mlgs-by-cioms"]], "H/MedDRA/Basics": [[23, "h-meddra-basics"]], "H/MedDRA/FMQs by FDA": [[25, "h-meddra-fmqs-by-fda"]], "H/MedDRA/SMQs by ICH": [[24, "h-meddra-smqs-by-ich"]], "H/eCTD/3.2/Heading": [[21, "h-ectd-3-2-heading"]], "H/eCTD/4.0/Heading": [[22, "h-ectd-4-0-heading"]], "How to Cite": [[28, "how-to-cite"]], "How-to": [[29, "how-to"], [29, "id5"], [30, "how-to"], [31, "how-to"]], "Implement Features": [[18, "implement-features"]], "Installation": [[28, "installation"]], "Interpretation of Cohen\u2019s Kappa Suggested in Literature": [[30, "interpretation-of-cohen-s-kappa-suggested-in-literature"]], "Kendall\u2019s \\tau = -1.0": [[29, "id3"]], "Kendall\u2019s \\tau = 1.0": [[29, "tbl-ex1"]], "Lab Exercise": [[29, "lab-exercise"], [30, "lab-exercise"], [31, "lab-exercise"], [31, "id4"]], "License": [[28, "license"]], "Module Contents": [[1, "module-contents"], [2, "module-contents"], [3, "module-contents"], [6, "module-contents"], [8, "module-contents"], [11, "module-contents"], [12, "module-contents"], [13, "module-contents"], [15, "module-contents"]], "More Details": [[31, "more-details"]], "Notation": [[29, "notation"], [30, "notation"], [31, "notation"]], "Observed Value": [[29, "tbl-count1"]], "Other Options": [[23, "other-options"], [27, "other-options"]], "Our Pledge": [[17, "our-pledge"]], "Our Responsibilities": [[17, "our-responsibilities"]], "Our Standards": [[17, "our-standards"]], "Package Contents": [[4, "package-contents"], [5, "package-contents"], [7, "package-contents"], [14, "package-contents"]], "Pull Request Guidelines": [[18, "pull-request-guidelines"]], "Reference": [[21, "reference"], [22, "reference"], [23, "reference"], [24, "reference"], [25, "reference"], [26, "reference"], [29, "reference"], [30, "reference"], [31, "reference"], [32, "reference"], [33, "reference"]], "Report Bugs": [[18, "report-bugs"]], "Resources": [[32, "resources"]], "STD/CDISC/Basics": [[32, "std-cdisc-basics"]], "STD/ISO/PDF": [[33, "std-iso-pdf"]], "Save Demo FMQ List to Local": [[25, "save-demo-fmq-list-to-local"]], "Scope": [[17, "scope"]], "Select CDISC Version": [[32, "select-cdisc-version"]], "StatLab/Cohen\u2019s Kappa": [[30, "statlab-cohen-s-kappa"]], "StatLab/Corr/Kendall\u2019s tau": [[29, "statlab-corr-kendall-s-tau"]], "StatLab/Fleiss\u2019s Kappa": [[31, "statlab-fleiss-s-kappa"]], "Submit Feedback": [[18, "submit-feedback"]], "Submodules": [[4, "submodules"], [7, "submodules"], [10, "submodules"], [14, "submodules"]], "Subpackages": [[5, "subpackages"]], "Table of Contents": [[28, "table-of-contents"]], "The Comprehensive Table of Contents Headings and Hierarchy (CTOC) by FDA": [[21, "the-comprehensive-table-of-contents-headings-and-hierarchy-ctoc-by-fda"], [22, "the-comprehensive-table-of-contents-headings-and-hierarchy-ctoc-by-fda"]], "Types of Contributions": [[18, "types-of-contributions"]], "U/Graph/Categorical Plots Using catPlotter": [[19, "u-graph-categorical-plots-using-catplotter"]], "U/System/List Folder Contents": [[27, "u-system-list-folder-contents"]], "Usage": [[28, "usage"]], "Weighted \\kappa": [[30, "weighted-kappa"]], "Write Documentation": [[18, "write-documentation"]], "mtbp3": [[5, "module-mtbp3"], [28, "mtbp3"]], "mtbp3.health": [[4, "module-mtbp3.health"]], "mtbp3.health.clinical": [[1, "module-mtbp3.health.clinical"]], "mtbp3.health.ectd": [[2, "module-mtbp3.health.ectd"]], "mtbp3.health.emt": [[3, "module-mtbp3.health.emt"]], "mtbp3.statlab": [[7, "module-mtbp3.statlab"]], "mtbp3.statlab.corr": [[6, "module-mtbp3.statlab.corr"]], "mtbp3.statlab.kappa": [[8, "module-mtbp3.statlab.kappa"]], "mtbp3.stdcdisc": [[9, "module-mtbp3.stdcdisc"]], "mtbp3.stdiso": [[10, "module-mtbp3.stdiso"]], "mtbp3.stdiso.pdfsummary": [[11, "module-mtbp3.stdiso.pdfsummary"]], "mtbp3.util": [[14, "module-mtbp3.util"]], "mtbp3.util.cdt": [[12, "module-mtbp3.util.cdt"]], "mtbp3.util.cdtg": [[13, "module-mtbp3.util.cdtg"]], "mtbp3.util.lsr": [[15, "module-mtbp3.util.lsr"]], "v0.1.10 (2024-02-07)": [[16, "v0-1-10-2024-02-07"]], "v0.1.15 (2024-02-09)": [[16, "v0-1-15-2024-02-09"]], "v0.1.18 (2024-02-12)": [[16, "v0-1-18-2024-02-12"]], "v0.1.22 (2024-02-18)": [[16, "v0-1-22-2024-02-18"]], "v0.1.3 (2024-01-12)": [[16, "v0-1-3-2024-01-12"]], "v0.1.39 (2024-02-21)": [[16, "v0-1-39-2024-02-21"]], "v0.1.4 (2024-01-28)": [[16, "v0-1-4-2024-01-28"]], "v0.1.42 (2024-02-27)": [[16, "v0-1-42-2024-02-27"]], "v0.1.43 (2024-02-29)": [[16, "v0-1-43-2024-02-29"]], "v0.1.48 (2024-03-15)": [[16, "v0-1-48-2024-03-15"]], "v0.1.5 (2024-01-30)": [[16, "v0-1-5-2024-01-30"]], "v0.1.50 (2024-03-21)": [[16, "v0-1-50-2024-03-21"]], "v0.1.6 (2024-02-05)": [[16, "v0-1-6-2024-02-05"]], "v0.1.7 (2024-02-07)": [[16, "v0-1-7-2024-02-07"]], "v0.2.11 (2024-06-18)": [[16, "v0-2-11-2024-06-18"]], "v0.2.13 (2024-07-03)": [[16, "v0-2-13-2024-07-03"]], "v0.2.2 (2024-03-28)": [[16, "v0-2-2-2024-03-28"]], "v0.2.4 (2024-05-13)": [[16, "v0-2-4-2024-05-13"]], "v0.2.8 (2024-05-13)": [[16, "v0-2-8-2024-05-13"]], "v0.2.9 (2024-06-11)": [[16, "v0-2-9-2024-06-11"]]}, "docnames": ["autoapi/index", "autoapi/mtbp3/health/clinical/index", "autoapi/mtbp3/health/ectd/index", "autoapi/mtbp3/health/emt/index", "autoapi/mtbp3/health/index", "autoapi/mtbp3/index", "autoapi/mtbp3/statlab/corr/index", "autoapi/mtbp3/statlab/index", "autoapi/mtbp3/statlab/kappa/index", "autoapi/mtbp3/stdcdisc/index", "autoapi/mtbp3/stdiso/index", "autoapi/mtbp3/stdiso/pdfsummary/index", "autoapi/mtbp3/util/cdt/index", "autoapi/mtbp3/util/cdtg/index", "autoapi/mtbp3/util/index", "autoapi/mtbp3/util/lsr/index", "changelog", "conduct", "contributing", "example_cdtg", "example_clinical", "example_ectd", "example_ectd2", "example_emt", "example_emt2", "example_emt3", "example_emt4", "example_files", "index", "statlab_corr_tau", "statlab_kappa", "statlab_kappa2", "std_cdisc", "std_iso_pdf"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1}, "filenames": ["autoapi/index.rst", "autoapi/mtbp3/health/clinical/index.rst", "autoapi/mtbp3/health/ectd/index.rst", "autoapi/mtbp3/health/emt/index.rst", "autoapi/mtbp3/health/index.rst", "autoapi/mtbp3/index.rst", "autoapi/mtbp3/statlab/corr/index.rst", "autoapi/mtbp3/statlab/index.rst", "autoapi/mtbp3/statlab/kappa/index.rst", "autoapi/mtbp3/stdcdisc/index.rst", "autoapi/mtbp3/stdiso/index.rst", "autoapi/mtbp3/stdiso/pdfsummary/index.rst", "autoapi/mtbp3/util/cdt/index.rst", "autoapi/mtbp3/util/cdtg/index.rst", "autoapi/mtbp3/util/index.rst", "autoapi/mtbp3/util/lsr/index.rst", "changelog.md", "conduct.md", "contributing.md", "example_cdtg.ipynb", "example_clinical.ipynb", "example_ectd.ipynb", "example_ectd2.ipynb", "example_emt.ipynb", "example_emt2.ipynb", "example_emt3.ipynb", "example_emt4.ipynb", "example_files.ipynb", "index.md", "statlab_corr_tau.rst", "statlab_kappa.rst", "statlab_kappa2.rst", "std_cdisc.ipynb", "std_iso_pdf.ipynb"], "indexentries": {"__calculate_cohen_kappa() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__calculate_cohen_kappa", false]], "__calculate_cohen_kappa() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__calculate_cohen_kappa", false]], "__calculate_fleiss_kappa() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__calculate_fleiss_kappa", false]], "__calculate_fleiss_kappa() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__calculate_fleiss_kappa", false]], "__convert_2dlist_to_string() (mtbp3.statlab.kappa.kappacalculator static method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.__convert_2dlist_to_string", false]], "__convert_2dlist_to_string() (mtbp3.statlab.kappacalculator static method)": [[7, "mtbp3.statlab.KappaCalculator.__convert_2dlist_to_string", false]], "__g() (mtbp3.statlab.corr.corrcalculator static method)": [[6, "mtbp3.statlab.corr.CorrCalculator.__g", false]], "__init__() (mtbp3.health.clinical.summary_by_group method)": [[1, "mtbp3.health.clinical.summary_by_group.__init__", false]], "__list_tree_df() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.__list_tree_df", false]], "__list_tree_df() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.__list_tree_df", false]], "__list_tree_df() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.__list_tree_df", false]], "__list_tree_pre() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.__list_tree_pre", false]], "__list_tree_pre() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.__list_tree_pre", false]], "__list_tree_pre() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.__list_tree_pre", false]], "__load_list() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.__load_list", false]], "__version__ (in module mtbp3)": [[5, "mtbp3.__version__", false]], "_root (in module mtbp3)": [[5, "mtbp3._ROOT", false]], "all_str_digit() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.all_str_digit", false]], "all_str_digit() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.all_str_digit", false]], "assert_terms() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.assert_terms", false]], "assert_terms() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.assert_terms", false]], "bootstrap_cohen_ci() (mtbp3.statlab.kappa.kappacalculator method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.bootstrap_cohen_ci", false]], "bootstrap_cohen_ci() (mtbp3.statlab.kappacalculator method)": [[7, "mtbp3.statlab.KappaCalculator.bootstrap_cohen_ci", false]], "boxplot() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.boxplot", false]], "boxplot() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.boxplot", false]], "boxplot() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.boxplot", false]], "calculate_kendall_tau() (mtbp3.statlab.corr.corrcalculator method)": [[6, "mtbp3.statlab.corr.CorrCalculator.calculate_kendall_tau", false]], "catplotter (class in mtbp3)": [[5, "mtbp3.catPlotter", false]], "catplotter (class in mtbp3.util)": [[14, "mtbp3.util.catPlotter", false]], "catplotter (class in mtbp3.util.cdtg)": [[13, "mtbp3.util.cdtg.catPlotter", false]], "corrcalculator (class in mtbp3.statlab.corr)": [[6, "mtbp3.statlab.corr.CorrCalculator", false]], "count_by_group() (mtbp3.health.clinical.summary_by_group method)": [[1, "id1", false], [1, "mtbp3.health.clinical.summary_by_group.count_by_group", false]], "count_to_cate() (mtbp3.health.clinical.summary_by_group method)": [[1, "id2", false], [1, "mtbp3.health.clinical.summary_by_group.count_to_cate", false]], "create_bubble_plot() (mtbp3.statlab.kappa.kappacalculator method)": [[8, "mtbp3.statlab.kappa.KappaCalculator.create_bubble_plot", false]], "create_bubble_plot() (mtbp3.statlab.kappacalculator method)": [[7, "mtbp3.statlab.KappaCalculator.create_bubble_plot", false]], "ctoc_by_fda (class in mtbp3.health.ectd)": [[2, "mtbp3.health.ectd.ctoc_by_fda", false]], "df (mtbp3.health.clinical.summary_by_group attribute)": [[1, "mtbp3.health.clinical.summary_by_group.df", false]], "diff_2cols_in_1df() (in module mtbp3)": [[5, "mtbp3.diff_2cols_in_1df", false]], "diff_2cols_in_1df() (in module mtbp3.util)": [[14, "mtbp3.util.diff_2cols_in_1df", false]], "diff_2cols_in_1df() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.diff_2cols_in_1df", false]], "diff_2cols_in_2df() (in module mtbp3)": [[5, "mtbp3.diff_2cols_in_2df", false]], "diff_2cols_in_2df() (in module mtbp3.util)": [[14, "mtbp3.util.diff_2cols_in_2df", false]], "diff_2cols_in_2df() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.diff_2cols_in_2df", false]], "emt (class in mtbp3.health)": [[4, "mtbp3.health.Emt", false]], "emt (class in mtbp3.health.emt)": [[3, "mtbp3.health.emt.Emt", false]], "expected_file_lists() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.expected_file_lists", false]], "expected_file_lists() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.expected_file_lists", false]], "find_files() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_files", false]], "find_files() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_files", false]], "find_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_fmq", false]], "find_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_fmq", false]], "find_fmq_file() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_fmq_file", false]], "find_fmq_file() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_fmq_file", false]], "find_hlgt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_hlgt", false]], "find_hlgt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_hlgt", false]], "find_hlt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_hlt", false]], "find_hlt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_hlt", false]], "find_llt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt", false]], "find_llt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt", false]], "find_llt_given_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt_given_pt", false]], "find_llt_given_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt_given_pt", false]], "find_llt_given_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_llt_given_soc", false]], "find_llt_given_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_llt_given_soc", false]], "find_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_pt", false]], "find_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_pt", false]], "find_pt_given_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_pt_given_soc", false]], "find_pt_given_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_pt_given_soc", false]], "find_section_given_words() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.find_section_given_words", false]], "find_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_smq", false]], "find_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_smq", false]], "find_soc() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_soc", false]], "find_soc() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_soc", false]], "find_soc_given_pt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_soc_given_pt", false]], "find_soc_given_pt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_soc_given_pt", false]], "find_term_wi_level() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_term_wi_level", false]], "find_term_wi_level() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_term_wi_level", false]], "find_terms_given_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_fmq", false]], "find_terms_given_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_fmq", false]], "find_terms_given_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_smq", false]], "find_terms_given_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_smq", false]], "find_terms_given_smq_sub() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.find_terms_given_smq_sub", false]], "find_terms_given_smq_sub() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.find_terms_given_smq_sub", false]], "folder_name (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.folder_name", false]], "folder_name (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.folder_name", false]], "generate_dataset() (mtbp3.health.clinical.summary_by_group method)": [[1, "mtbp3.health.clinical.summary_by_group.generate_dataset", false]], "generate_dataset() (mtbp3.health.clinical.summary_by_group static method)": [[1, "id0", false]], "generate_example_dataset() (mtbp3.catplotter static method)": [[5, "mtbp3.catPlotter.generate_example_dataset", false]], "generate_example_dataset() (mtbp3.util.catplotter static method)": [[14, "mtbp3.util.catPlotter.generate_example_dataset", false]], "generate_example_dataset() (mtbp3.util.cdtg.catplotter static method)": [[13, "mtbp3.util.cdtg.catPlotter.generate_example_dataset", false]], "get_data() (in module mtbp3)": [[5, "mtbp3.get_data", false]], "kappacalculator (class in mtbp3.statlab)": [[7, "mtbp3.statlab.KappaCalculator", false]], "kappacalculator (class in mtbp3.statlab.kappa)": [[8, "mtbp3.statlab.kappa.KappaCalculator", false]], "lineplot() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.lineplot", false]], "lineplot() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.lineplot", false]], "lineplot() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.lineplot", false]], "list_files() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.list_files", false]], "list_files() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.list_files", false]], "list_files() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files", false]], "list_files() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files", false]], "list_files() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files", false]], "list_files() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files", false]], "list_files_dataframe() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_dataframe", false]], "list_files_dataframe() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_dataframe", false]], "list_files_json() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_json", false]], "list_files_json() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_json", false]], "list_files_list() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_list", false]], "list_files_list() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_list", false]], "list_files_string() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_string", false]], "list_files_string() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_string", false]], "list_files_tree() (mtbp3.health.lsrtree method)": [[4, "mtbp3.health.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.lsrtree method)": [[5, "mtbp3.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.util.lsr.lsrtree method)": [[15, "mtbp3.util.lsr.LsrTree.list_files_tree", false]], "list_files_tree() (mtbp3.util.lsrtree method)": [[14, "mtbp3.util.LsrTree.list_files_tree", false]], "list_tree() (mtbp3.listtree method)": [[5, "mtbp3.ListTree.list_tree", false]], "list_tree() (mtbp3.util.cdt.listtree method)": [[12, "mtbp3.util.cdt.ListTree.list_tree", false]], "list_tree() (mtbp3.util.listtree method)": [[14, "mtbp3.util.ListTree.list_tree", false]], "listtree (class in mtbp3)": [[5, "mtbp3.ListTree", false]], "listtree (class in mtbp3.util)": [[14, "mtbp3.util.ListTree", false]], "listtree (class in mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.ListTree", false]], "load_fmq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_fmq", false]], "load_fmq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_fmq", false]], "load_fmq_default() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_fmq_default", false]], "load_fmq_default() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_fmq_default", false]], "load_llt() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_llt", false]], "load_llt() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_llt", false]], "load_smq() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.load_smq", false]], "load_smq() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.load_smq", false]], "lsr (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.lsr", false]], "lsr (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.lsr", false]], "lsrtree (class in mtbp3)": [[5, "mtbp3.LsrTree", false]], "lsrtree (class in mtbp3.health)": [[4, "mtbp3.health.LsrTree", false]], "lsrtree (class in mtbp3.util)": [[14, "mtbp3.util.LsrTree", false]], "lsrtree (class in mtbp3.util.lsr)": [[15, "mtbp3.util.lsr.LsrTree", false]], "module": [[1, "module-mtbp3.health.clinical", false], [2, "module-mtbp3.health.ectd", false], [3, "module-mtbp3.health.emt", false], [4, "module-mtbp3.health", false], [5, "module-mtbp3", false], [6, "module-mtbp3.statlab.corr", false], [7, "module-mtbp3.statlab", false], [8, "module-mtbp3.statlab.kappa", false], [9, "module-mtbp3.stdcdisc", false], [10, "module-mtbp3.stdiso", false], [11, "module-mtbp3.stdiso.pdfsummary", false], [12, "module-mtbp3.util.cdt", false], [13, "module-mtbp3.util.cdtg", false], [14, "module-mtbp3.util", false], [15, "module-mtbp3.util.lsr", false]], "month (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.month", false]], "month (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.month", false]], "mtbp3": [[5, "module-mtbp3", false]], "mtbp3.health": [[4, "module-mtbp3.health", false]], "mtbp3.health.clinical": [[1, "module-mtbp3.health.clinical", false]], "mtbp3.health.ectd": [[2, "module-mtbp3.health.ectd", false]], "mtbp3.health.emt": [[3, "module-mtbp3.health.emt", false]], "mtbp3.statlab": [[7, "module-mtbp3.statlab", false]], "mtbp3.statlab.corr": [[6, "module-mtbp3.statlab.corr", false]], "mtbp3.statlab.kappa": [[8, "module-mtbp3.statlab.kappa", false]], "mtbp3.stdcdisc": [[9, "module-mtbp3.stdcdisc", false]], "mtbp3.stdiso": [[10, "module-mtbp3.stdiso", false]], "mtbp3.stdiso.pdfsummary": [[11, "module-mtbp3.stdiso.pdfsummary", false]], "mtbp3.util": [[14, "module-mtbp3.util", false]], "mtbp3.util.cdt": [[12, "module-mtbp3.util.cdt", false]], "mtbp3.util.cdtg": [[13, "module-mtbp3.util.cdtg", false]], "mtbp3.util.lsr": [[15, "module-mtbp3.util.lsr", false]], "pdf_obj (in module mtbp3.stdiso.pdfsummary)": [[11, "mtbp3.stdiso.pdfsummary.pdf_obj", false]], "pdfsummary (class in mtbp3.stdiso.pdfsummary)": [[11, "mtbp3.stdiso.pdfsummary.pdfSummary", false]], "plot_y_list() (mtbp3.statlab.corr.corrcalculator method)": [[6, "mtbp3.statlab.corr.CorrCalculator.plot_y_list", false]], "save_fmq_consolidated_list_csv() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.save_fmq_consolidated_list_csv", false]], "save_fmq_consolidated_list_csv() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.save_fmq_consolidated_list_csv", false]], "show_ctoc_tree() (mtbp3.health.ectd.ctoc_by_fda method)": [[2, "mtbp3.health.ectd.ctoc_by_fda.show_ctoc_tree", false]], "show_fmq_tree() (mtbp3.health.emt method)": [[4, "mtbp3.health.Emt.show_fmq_tree", false]], "show_fmq_tree() (mtbp3.health.emt.emt method)": [[3, "mtbp3.health.emt.Emt.show_fmq_tree", false]], "summarize_1nc_by_2group() (in module mtbp3)": [[5, "mtbp3.summarize_1nc_by_2group", false]], "summarize_1nc_by_2group() (in module mtbp3.util)": [[14, "mtbp3.util.summarize_1nc_by_2group", false]], "summarize_1nc_by_2group() (in module mtbp3.util.cdt)": [[12, "mtbp3.util.cdt.summarize_1nc_by_2group", false]], "summary_by_group (class in mtbp3.health.clinical)": [[1, "mtbp3.health.clinical.summary_by_group", false]], "update_parameters() (mtbp3.catplotter method)": [[5, "mtbp3.catPlotter.update_parameters", false]], "update_parameters() (mtbp3.util.catplotter method)": [[14, "mtbp3.util.catPlotter.update_parameters", false]], "update_parameters() (mtbp3.util.cdtg.catplotter method)": [[13, "mtbp3.util.cdtg.catPlotter.update_parameters", false]], "year (mtbp3.health.emt attribute)": [[4, "mtbp3.health.Emt.year", false]], "year (mtbp3.health.emt.emt attribute)": [[3, "mtbp3.health.emt.Emt.year", false]]}, "objects": {"": [[5, 0, 0, "-", "mtbp3"]], "mtbp3": [[5, 1, 1, "", "ListTree"], [5, 1, 1, "", "LsrTree"], [5, 3, 1, "", "_ROOT"], [5, 3, 1, "", "__version__"], [5, 1, 1, "", "catPlotter"], [5, 4, 1, "", "diff_2cols_in_1df"], [5, 4, 1, "", "diff_2cols_in_2df"], [5, 4, 1, "", "get_data"], [4, 0, 0, "-", "health"], [7, 0, 0, "-", "statlab"], [9, 0, 0, "-", "stdcdisc"], [10, 0, 0, "-", "stdiso"], [5, 4, 1, "", "summarize_1nc_by_2group"], [14, 0, 0, "-", "util"]], "mtbp3.ListTree": [[5, 2, 1, "", "__list_tree_df"], [5, 2, 1, "", "__list_tree_pre"], [5, 2, 1, "", "list_tree"]], "mtbp3.LsrTree": [[5, 2, 1, "", "list_files"], [5, 2, 1, "", "list_files_dataframe"], [5, 2, 1, "", "list_files_json"], [5, 2, 1, "", "list_files_list"], [5, 2, 1, "", "list_files_string"], [5, 2, 1, "", "list_files_tree"]], "mtbp3.catPlotter": [[5, 2, 1, "", "boxplot"], [5, 2, 1, "", "generate_example_dataset"], [5, 2, 1, "", "lineplot"], [5, 2, 1, "", "update_parameters"]], "mtbp3.health": [[4, 1, 1, "", "Emt"], [4, 1, 1, "", "LsrTree"], [1, 0, 0, "-", "clinical"], [2, 0, 0, "-", "ectd"], [3, 0, 0, "-", "emt"]], "mtbp3.health.Emt": [[4, 2, 1, "", "all_str_digit"], [4, 2, 1, "", "assert_terms"], [4, 2, 1, "", "expected_file_lists"], [4, 2, 1, "", "find_files"], [4, 2, 1, "", "find_fmq"], [4, 2, 1, "", "find_fmq_file"], [4, 2, 1, "", "find_hlgt"], [4, 2, 1, "", "find_hlt"], [4, 2, 1, "", "find_llt"], [4, 2, 1, "", "find_llt_given_pt"], [4, 2, 1, "", "find_llt_given_soc"], [4, 2, 1, "", "find_pt"], [4, 2, 1, "", "find_pt_given_soc"], [4, 2, 1, "", "find_smq"], [4, 2, 1, "", "find_soc"], [4, 2, 1, "", "find_soc_given_pt"], [4, 2, 1, "", "find_term_wi_level"], [4, 2, 1, "", "find_terms_given_fmq"], [4, 2, 1, "", "find_terms_given_smq"], [4, 2, 1, "", "find_terms_given_smq_sub"], [4, 5, 1, "", "folder_name"], [4, 2, 1, "", "list_files"], [4, 2, 1, "", "load_fmq"], [4, 2, 1, "", "load_fmq_default"], [4, 2, 1, "", "load_llt"], [4, 2, 1, "", "load_smq"], [4, 5, 1, "", "lsr"], [4, 5, 1, "", "month"], [4, 2, 1, "", "save_fmq_consolidated_list_csv"], [4, 2, 1, "", "show_fmq_tree"], [4, 5, 1, "", "year"]], "mtbp3.health.LsrTree": [[4, 2, 1, "", "list_files"], [4, 2, 1, "", "list_files_dataframe"], [4, 2, 1, "", "list_files_json"], [4, 2, 1, "", "list_files_list"], [4, 2, 1, "", "list_files_string"], [4, 2, 1, "", "list_files_tree"]], "mtbp3.health.clinical": [[1, 1, 1, "", "summary_by_group"]], "mtbp3.health.clinical.summary_by_group": [[1, 2, 1, "", "__init__"], [1, 2, 1, "id1", "count_by_group"], [1, 2, 1, "id2", "count_to_cate"], [1, 5, 1, "", "df"], [1, 2, 1, "id0", "generate_dataset"]], "mtbp3.health.ectd": [[2, 1, 1, "", "ctoc_by_fda"]], "mtbp3.health.ectd.ctoc_by_fda": [[2, 2, 1, "", "__load_list"], [2, 2, 1, "", "find_section_given_words"], [2, 2, 1, "", "show_ctoc_tree"]], "mtbp3.health.emt": [[3, 1, 1, "", "Emt"]], "mtbp3.health.emt.Emt": [[3, 2, 1, "", "all_str_digit"], [3, 2, 1, "", "assert_terms"], [3, 2, 1, "", "expected_file_lists"], [3, 2, 1, "", "find_files"], [3, 2, 1, "", "find_fmq"], [3, 2, 1, "", "find_fmq_file"], [3, 2, 1, "", "find_hlgt"], [3, 2, 1, "", "find_hlt"], [3, 2, 1, "", "find_llt"], [3, 2, 1, "", "find_llt_given_pt"], [3, 2, 1, "", "find_llt_given_soc"], [3, 2, 1, "", "find_pt"], [3, 2, 1, "", "find_pt_given_soc"], [3, 2, 1, "", "find_smq"], [3, 2, 1, "", "find_soc"], [3, 2, 1, "", "find_soc_given_pt"], [3, 2, 1, "", "find_term_wi_level"], [3, 2, 1, "", "find_terms_given_fmq"], [3, 2, 1, "", "find_terms_given_smq"], [3, 2, 1, "", "find_terms_given_smq_sub"], [3, 5, 1, "", "folder_name"], [3, 2, 1, "", "list_files"], [3, 2, 1, "", "load_fmq"], [3, 2, 1, "", "load_fmq_default"], [3, 2, 1, "", "load_llt"], [3, 2, 1, "", "load_smq"], [3, 5, 1, "", "lsr"], [3, 5, 1, "", "month"], [3, 2, 1, "", "save_fmq_consolidated_list_csv"], [3, 2, 1, "", "show_fmq_tree"], [3, 5, 1, "", "year"]], "mtbp3.statlab": [[7, 1, 1, "", "KappaCalculator"], [6, 0, 0, "-", "corr"], [8, 0, 0, "-", "kappa"]], "mtbp3.statlab.KappaCalculator": [[7, 2, 1, "", "__calculate_cohen_kappa"], [7, 2, 1, "", "__calculate_fleiss_kappa"], [7, 2, 1, "", "__convert_2dlist_to_string"], [7, 2, 1, "", "bootstrap_cohen_ci"], [7, 2, 1, "", "create_bubble_plot"]], "mtbp3.statlab.corr": [[6, 1, 1, "", "CorrCalculator"]], "mtbp3.statlab.corr.CorrCalculator": [[6, 2, 1, "", "__g"], [6, 2, 1, "", "calculate_kendall_tau"], [6, 2, 1, "", "plot_y_list"]], "mtbp3.statlab.kappa": [[8, 1, 1, "", "KappaCalculator"]], "mtbp3.statlab.kappa.KappaCalculator": [[8, 2, 1, "", "__calculate_cohen_kappa"], [8, 2, 1, "", "__calculate_fleiss_kappa"], [8, 2, 1, "", "__convert_2dlist_to_string"], [8, 2, 1, "", "bootstrap_cohen_ci"], [8, 2, 1, "", "create_bubble_plot"]], "mtbp3.stdiso": [[11, 0, 0, "-", "pdfsummary"]], "mtbp3.stdiso.pdfsummary": [[11, 1, 1, "", "pdfSummary"], [11, 3, 1, "", "pdf_obj"]], "mtbp3.util": [[14, 1, 1, "", "ListTree"], [14, 1, 1, "", "LsrTree"], [14, 1, 1, "", "catPlotter"], [12, 0, 0, "-", "cdt"], [13, 0, 0, "-", "cdtg"], [14, 4, 1, "", "diff_2cols_in_1df"], [14, 4, 1, "", "diff_2cols_in_2df"], [15, 0, 0, "-", "lsr"], [14, 4, 1, "", "summarize_1nc_by_2group"]], "mtbp3.util.ListTree": [[14, 2, 1, "", "__list_tree_df"], [14, 2, 1, "", "__list_tree_pre"], [14, 2, 1, "", "list_tree"]], "mtbp3.util.LsrTree": [[14, 2, 1, "", "list_files"], [14, 2, 1, "", "list_files_dataframe"], [14, 2, 1, "", "list_files_json"], [14, 2, 1, "", "list_files_list"], [14, 2, 1, "", "list_files_string"], [14, 2, 1, "", "list_files_tree"]], "mtbp3.util.catPlotter": [[14, 2, 1, "", "boxplot"], [14, 2, 1, "", "generate_example_dataset"], [14, 2, 1, "", "lineplot"], [14, 2, 1, "", "update_parameters"]], "mtbp3.util.cdt": [[12, 1, 1, "", "ListTree"], [12, 4, 1, "", "diff_2cols_in_1df"], [12, 4, 1, "", "diff_2cols_in_2df"], [12, 4, 1, "", "summarize_1nc_by_2group"]], "mtbp3.util.cdt.ListTree": [[12, 2, 1, "", "__list_tree_df"], [12, 2, 1, "", "__list_tree_pre"], [12, 2, 1, "", "list_tree"]], "mtbp3.util.cdtg": [[13, 1, 1, "", "catPlotter"]], "mtbp3.util.cdtg.catPlotter": [[13, 2, 1, "", "boxplot"], [13, 2, 1, "", "generate_example_dataset"], [13, 2, 1, "", "lineplot"], [13, 2, 1, "", "update_parameters"]], "mtbp3.util.lsr": [[15, 1, 1, "", "LsrTree"]], "mtbp3.util.lsr.LsrTree": [[15, 2, 1, "", "list_files"], [15, 2, 1, "", "list_files_dataframe"], [15, 2, 1, "", "list_files_json"], [15, 2, 1, "", "list_files_list"], [15, 2, 1, "", "list_files_string"], [15, 2, 1, "", "list_files_tree"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "data", "Python data"], "4": ["py", "function", "Python function"], "5": ["py", "attribute", "Python attribute"]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:data", "4": "py:function", "5": "py:attribute"}, "terms": {"": [3, 4, 6, 7, 8, 16, 17, 18, 21, 22, 23, 25, 26], "0": [5, 6, 7, 8, 13, 14, 19, 20, 21, 23, 24, 25, 27, 28, 33], "00": 33, "0006": 30, "001316446002000104": 30, "0013164481041003070": 30, "00393": 26, "00577": 30, "022": 26, "036": 25, "04": 33, "05": 30, "06513872135102527": 30, "08": 30, "1": [0, 1, 3, 4, 6, 7, 8, 17, 21, 22, 23, 24, 25, 26, 27, 32, 33], "10": [5, 13, 14, 19, 20, 21, 22, 24, 26, 30, 31, 33], "100": [7, 8, 27, 29, 30, 31], "1000": [7, 8, 20, 30], "1007": 26, "1037": [20, 31], "104": 25, "1093": 30, "11": [20, 21, 22, 29, 30, 31, 33], "1111": 30, "11712": 25, "1177": 30, "12": [20, 21, 22, 29, 30, 31], "13": [20, 21, 22, 30], "14": [20, 21, 22], "14289": 33, "14989733059548255": 31, "15": [20, 21, 22, 23, 30, 31, 33], "159": 30, "15930": 33, "16": [20, 21, 22], "17": [21, 22, 23, 24, 25], "174": 30, "18": [21, 22], "1888": 20, "19": [20, 21, 22], "19005": 33, "1971": 31, "1977": 30, "1981": 30, "19908214": 23, "19926972": 23, "19986360": 23, "1_n": 29, "1j": 31, "2": [2, 6, 7, 8, 20, 22, 23, 24, 25, 26, 27, 29, 31, 32, 33], "20": [19, 20, 21, 22, 25, 27, 30, 31], "2000": [20, 30], "2005": [30, 33], "2011": 33, "2012": [23, 33], "2013": [23, 24, 25, 26, 33], "2015": 23, "2016": 33, "2020": [21, 22, 23, 24, 25, 26], "2021": [21, 22, 33], "2022": 25, "2023": [21, 22, 23, 24, 25, 26, 33], "2024": [26, 27, 28, 33], "20982": 30, "21": [29, 30, 31, 33], "210": 23, "22": [29, 30, 31], "2215244": 33, "2253": [21, 22], "23": [20, 25, 30], "230": 24, "24": [20, 27, 31], "24517": 33, "25": 20, "257": 30, "26": [23, 24, 25], "268": 30, "276": 30, "27_kappa": 31, "27s_kappa": 30, "282": 30, "29": 20, "2j": 31, "2r": 31, "3": [2, 20, 22, 23, 24, 25, 26, 29, 31, 32, 33], "30": [19, 20, 30, 31], "31": [20, 30, 31], "32": [20, 30, 31], "33": [20, 30], "3399": 19, "34": 30, "341x": 30, "35": [20, 30], "36": [20, 27], "37": 30, "378": 31, "382": 31, "39": [24, 30], "3d": 33, "3j": 31, "4": [17, 20, 21, 23, 24, 25, 26, 29, 30, 31, 32, 33], "40": [30, 31], "41": [20, 30], "43": [20, 33], "45": 30, "46": 30, "49": 30, "496558": 30, "5": [5, 13, 14, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31, 33], "50": [20, 30, 31], "500": 20, "53": 20, "54": 20, "55": 20, "56": 30, "57": 26, "577": 30, "582": 30, "59": 30, "6": [5, 7, 8, 13, 14, 20, 21, 22, 23, 26, 29, 30, 33], "60": [30, 31], "63": 30, "64": 30, "68": 20, "687": 30, "699": 30, "69909345": 24, "69912916": 24, "69949049": 24, "7": [5, 13, 14, 20, 21, 22, 27, 30, 33], "70": 30, "724138": 30, "73": 20, "74": 20, "76": [20, 31], "79": 30, "8": [20, 21, 22, 25, 30], "80": 30, "81": 30, "82": 30, "839": 25, "85": 30, "9": [20, 21, 22, 30, 31], "90": 30, "907669": 30, "924": 23, "928": 23, "95": [7, 8, 30], "A": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33], "As": [30, 32], "BE": [21, 22], "Being": 17, "By": [18, 28], "FOR": 29, "For": [23, 24, 26, 30, 31, 33], "If": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 18, 20, 23, 24, 29, 33], "In": [17, 21, 22], "Ise": [21, 22], "It": [5, 7, 8, 28], "NOS": 25, "NOT": 25, "Not": 33, "That": 30, "The": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 17, 18, 19, 20, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33], "There": [24, 25], "To": [19, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 32, 33], "_": 30, "__calculate_cohen_kappa": [7, 8], "__calculate_fleiss_kappa": [7, 8], "__convert_2dlist_to_str": [7, 8], "__g": 6, "__init__": 1, "__list_tree_df": [5, 12, 14], "__list_tree_pr": [5, 12, 14], "__load_list": 2, "__version__": [5, 28], "_e": 31, "_o": 31, "_root": 5, "a_valid_folder_path": 25, "ab": 29, "abdomen": 25, "abdomin": 25, "abid": [18, 28], "abnorm": 25, "about": [18, 24, 33], "abov": [25, 30], "absorpt": [21, 22], "abus": [17, 21, 22], "acceler": [21, 22], "accept": [17, 24], "access": [21, 22, 23, 32, 33], "accompani": [21, 22], "account": 17, "acquisit": 32, "acrobat": 33, "act": [17, 21, 22], "actarm": [5, 12, 14], "action": [17, 33], "activ": [23, 24, 25, 26], "active_onli": [3, 4], "acut": 25, "ad": [21, 22, 27], "adam": [21, 22, 32], "adapt": 17, "add": [16, 18, 23, 33], "addit": [5, 13, 14, 18, 25, 30], "address": [17, 21, 22], "adjust": [16, 29], "admin": 22, "administr": [21, 22], "adob": 33, "advanc": [17, 22, 23, 25], "adventiti": [21, 22], "advers": [21, 22, 25, 26], "advic": [21, 22], "advisori": [21, 22], "advoc": [29, 30, 31], "after": 27, "ag": 17, "agenc": [21, 22, 32], "agent": [21, 22], "aggrav": 25, "agre": [18, 28, 30], "agreement": [21, 30, 31], "alert": [21, 22], "algorithm": [16, 24, 25], "align": [16, 17, 25], "all": [3, 4, 5, 16, 17, 18, 20, 21, 22, 23, 24, 25, 31], "all_str_digit": [3, 4], "allow": [7, 8, 33], "almost": 30, "along": [5, 12, 14], "alreadi": 23, "also": [23, 24, 29, 30], "altern": 30, "although": [20, 29], "alwai": 18, "amend": [21, 22], "among": 31, "an": [1, 3, 4, 5, 13, 14, 17, 19, 20, 21, 22, 23, 25, 27, 28, 30, 33], "analys": [21, 22, 23, 24], "analysi": [21, 22, 29, 30, 31, 32], "analyt": [21, 22, 25], "analyz": 32, "anda": [21, 22], "ani": [17, 18, 21, 22, 29, 30, 31], "anim": [21, 22], "annot": [21, 22], "annual": [21, 22], "anoth": [19, 23], "anovulatori": 25, "antibacteri": [21, 22], "antibodi": [21, 22], "antigen": [21, 22], "antivir": [21, 22], "anyth": 18, "api": 23, "appear": 17, "append": 25, "appendic": [21, 22], "appl": 30, "appli": 17, "applic": [20, 21, 22], "appoint": 17, "apprais": 30, "appreci": 18, "approach": 26, "appropri": [17, 18], "approv": [21, 22], "approxim": 31, "ar": [3, 4, 5, 7, 8, 12, 14, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "archiv": 33, "argument": [5, 13, 14], "arm": [5, 12, 14], "arteri": 25, "articl": [18, 26, 30], "assai": [21, 22], "assert": [3, 4], "assert_term": [3, 4], "assertionerror": [3, 4], "assess": [21, 22], "associ": [3, 4, 21, 22], "assum": [30, 31], "assumpt": [29, 30, 31], "assur": [21, 22], "attack": 17, "attent": 17, "attribut": 21, "audienc": [21, 22], "audio": 33, "audit": [21, 22], "author": [21, 22, 25, 28, 29, 30, 31], "auto": 0, "autoapi": 0, "avail": [21, 22, 23, 25, 32], "averag": 31, "ax": 6, "axi": [5, 7, 8, 13, 14, 16], "axis_label": [6, 7, 8, 29], "b": [18, 26, 29, 31], "ba": [21, 22], "background": [21, 22], "bader": 26, "badg": 28, "ban": 17, "banerje": 30, "bar": 31, "base": [1, 4, 5, 7, 8, 12, 13, 14, 15, 21, 22, 24, 25, 32, 33], "basi": [21, 22], "basic": [19, 20, 24, 25], "basu": 30, "batch": [21, 22], "bauhin": 25, "bayesian": 30, "becom": 29, "befor": [18, 23], "begin": 32, "behavior": [16, 17], "below": [5, 12, 14, 28, 31], "best": 17, "between": [5, 6, 12, 14, 30], "beyond": 31, "bia": 30, "bias": 30, "bimo": [21, 22], "bin": 1, "bind": [21, 22], "binder": 16, "bioanalyt": [21, 22], "bioavail": [21, 22], "biochemia": 30, "bioequival": [21, 22], "biolog": 22, "biomark": [21, 22], "biomateri": [21, 22], "biometr": 30, "biopharmaceut": [21, 22], "birr": 25, "bit": 18, "bla": [21, 22], "bleed": 25, "blog": 18, "bodi": [17, 21, 22], "bool": [3, 4, 5, 6, 12, 14], "bootstrap": [7, 8, 31], "bootstrap_cohen_ci": [7, 8, 30], "both": [5, 12, 14, 17, 23, 29, 31], "box": [5, 13, 14, 19, 28], "boxplot": [5, 13, 14, 19], "branch": 18, "brennan": 30, "broad": 25, "brochur": [21, 22], "browser": 23, "bubbl": [7, 8, 16], "bug": 16, "bugfix": 18, "bullet": [30, 31], "bulletin": 31, "busi": [21, 22, 32], "byte": 33, "c": [23, 29, 30, 31], "cach": 19, "calcul": [1, 5, 6, 7, 8, 12, 14, 29, 30, 31], "calculate_kendall_tau": [6, 29], "calori": 20, "can": [7, 8, 18, 21, 22, 23, 24, 25, 29, 30, 31, 32, 33], "cannot": 19, "capit": 23, "car": 29, "carcinogen": [21, 22], "carnett": 25, "cartesian": 29, "carton": [21, 22], "case": [3, 4, 21, 22, 23, 25], "cat": 30, "cat_plot": 19, "catalog": 32, "categor": [1, 5, 12, 13, 14, 30, 31], "categori": [19, 24, 31], "catplott": [5, 13, 14], "caus": 30, "cber": 32, "cda": 16, "cdash": 32, "cder": 32, "cdisc": 28, "cdiscid": 32, "cdsic": 32, "cdt": [0, 14, 16, 28], "cdtg": [0, 14, 16, 19, 28], "cell": [21, 22], "certain": 33, "certif": [21, 22], "cervix": 25, "chanc": 31, "chang": [16, 18, 21, 22, 23], "character": [21, 22], "characterist": [21, 22], "charg": [21, 22], "check": [3, 4, 5, 12, 14, 18, 23, 25, 28], "checkout": 18, "child": 24, "choic": 30, "ci": 31, "circumst": 17, "claim": [21, 22], "clarifi": 17, "classif": 25, "clean": [21, 22], "clinic": [0, 4, 16, 21, 22, 23, 24, 25, 26, 28, 32], "clio": 25, "closur": [21, 22], "code": [3, 4, 23, 24, 25, 26, 28], "coeffici": [6, 29, 30], "cohen": [7, 8, 16, 31], "cohen_kappa": 30, "cohen_kappa_scor": 30, "col": [5, 12, 14], "col1": [5, 12, 14], "col2": [5, 12, 14], "coli": 25, "colic": 25, "collect": [20, 32], "color": 16, "column": [1, 5, 6, 12, 13, 14, 16, 23, 30, 31], "com": 30, "combin": [1, 5, 12, 14], "comment": [17, 21, 22], "commit": [17, 18, 21, 22], "committe": [21, 22], "common": [21, 22], "commonli": [23, 24, 25, 26, 33], "commun": [17, 23, 24, 25, 26, 32], "compar": [5, 12, 14, 21, 22, 32], "comparison": [21, 22], "complaint": 17, "complet": [25, 30], "complianc": [21, 22, 33], "compliant": 33, "complic": 25, "compon": 22, "composit": [21, 22], "comput": 30, "concentr": [21, 22], "conclus": [21, 22], "concomit": 25, "condit": [24, 25], "conduct": 28, "confid": [7, 8, 30], "confidence_level": [7, 8, 30], "confidenti": 17, "conform": [18, 32], "consent": [21, 22], "consid": [3, 4, 17, 29], "consider": [30, 32], "consist": 32, "consolid": 25, "consortium": 32, "construct": 17, "contact": [17, 21, 22], "contain": [0, 1, 3, 4, 5, 6, 7, 8, 12, 14, 21, 22], "content": 25, "continu": [19, 32], "contribut": 17, "contributor": [17, 33], "control": [21, 22], "convent": 31, "convert": [1, 3, 4, 7, 8], "cookiecutt": 28, "copi": [18, 21, 22], "corpor": [21, 22], "corr": [0, 7, 28], "corrcalcul": [6, 29], "correct": [17, 21, 22, 25], "correl": [6, 21, 22, 28, 29], "correspond": [3, 4, 21, 22, 23, 29, 31], "could": [17, 30], "council": [23, 24, 25, 26], "count": [1, 7, 8, 16, 20, 24, 25, 27], "count_by_group": 1, "count_df": [7, 8], "count_sq_df": [7, 8], "count_str": [4, 5, 14, 15], "count_to_c": [1, 20], "cov": 31, "coven": 17, "cover": [21, 22], "creat": [0, 5, 7, 8, 12, 13, 14, 17, 18, 19, 27, 28, 29, 30, 32, 33], "create_bubble_plot": [7, 8, 30], "creation": 33, "creation_d": 33, "credit": 18, "crf": [21, 22], "cria": 25, "critic": [17, 21, 22, 30], "cross": [21, 22], "csv": [3, 4, 23, 25], "ctoc_by_fda": [2, 21, 22], "ctoc_vers": [2, 22], "current": [18, 21, 22, 23, 25, 26, 28, 33], "cutoff": [5, 12, 14], "cvalu": 19, "cvaluegroup": 19, "cycl": 25, "d": [25, 27, 29, 30], "data": [1, 5, 6, 7, 8, 13, 14, 16, 19, 20, 21, 22, 23, 25, 28, 30, 31, 32], "datafram": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 24, 27], "dataset": [1, 5, 13, 14, 20, 21, 22], "date": [21, 22, 27, 32, 33], "ddot": [30, 31], "debar": [21, 22], "decreas": 19, "deem": 17, "default": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 25], "deferr": [21, 22], "defici": 25, "defin": [17, 25, 30], "definit": [21, 22, 24], "degre": 30, "dehisc": 25, "delai": 25, "demograph": [21, 22], "demonstr": [23, 24, 25], "depend": [21, 22, 28, 33], "deprecationwarn": 19, "deriv": 31, "derogatori": 17, "describ": [24, 25, 26, 27, 30, 31], "descript": [21, 22], "descriptor": 22, "design": [1, 21, 22, 26, 27], "desir": [7, 8], "desktop": 23, "detail": [17, 18, 24, 32], "determin": [7, 8, 17, 21, 22, 32], "develop": [18, 21, 22, 23, 24, 25, 26, 32], "development": [21, 22], "deviat": [21, 22], "devic": [21, 22], "df": [1, 5, 12, 13, 14, 20, 23], "df1": [5, 12, 14], "df2": [5, 12, 14], "diagnost": [21, 22], "dict": [5, 13, 14], "dictionari": [23, 24, 25, 26], "did": 31, "diff": [5, 12, 14], "diff_2cols_in_1df": [5, 12, 14], "diff_2cols_in_2df": [5, 12, 14], "differ": [5, 12, 14, 17, 30], "digit": [3, 4, 7, 8], "dillman": 26, "dimension": [6, 7, 8], "directori": [4, 5, 14, 15], "disabl": 17, "disagr": 30, "disclaim": [21, 22, 29, 30, 31], "disclosur": [21, 22], "discomfort": 25, "discontinu": [21, 22], "discuss": [30, 31], "diseas": [21, 22], "disord": 25, "displai": [7, 8, 21, 22], "disput": [21, 22], "dissemin": [21, 22], "distribut": [21, 22, 25, 30], "do": [17, 23], "doc": [16, 18, 21, 22, 29], "docstr": 18, "document": [0, 16, 21, 22, 24, 28, 32, 33], "doe": [1, 5, 12, 14, 23, 25, 26, 29, 30, 31], "dog": 30, "doi": [26, 30, 31], "domain": 25, "done": 18, "dosag": [21, 22], "dose": [21, 22], "down": 25, "download": [18, 23], "downstream": 24, "draft": [21, 22], "driven": 18, "drop": 25, "dropout": 20, "drug": [21, 22], "dsur": [21, 22], "dtype": [24, 25], "duclo": 23, "duke": 25, "duoden": 25, "durat": [21, 22], "dure": 25, "dutta": [23, 24, 25, 26], "dysfunct": 25, "dysmenorrhea": 25, "dysmenorrhoea": 25, "e": [17, 21, 22, 29, 30, 31, 33], "e3": [21, 22], "e316": [21, 22], "each": [3, 4, 6, 20, 24, 30, 31], "earli": [21, 22], "easier": [18, 29], "ecg": [21, 22], "ectd": [0, 4, 16, 28], "ectd_vers": [2, 22], "edg": 1, "edit": 17, "edu": 30, "educ": 30, "efficaci": [21, 22], "effici": 32, "effort": 32, "either": [3, 4, 7, 8, 25, 27], "el": 29, "electron": [17, 21, 22, 32], "element": [1, 3, 4, 6, 29], "elucid": [21, 22], "embed": 33, "embryofet": [21, 22], "embryon": [21, 22], "emerg": [21, 22], "empathi": 17, "empti": [1, 3, 4, 5, 13, 14, 23, 27, 33], "emt": [0, 4, 16, 23, 24, 25, 26, 28], "emt2": 16, "en": [29, 30, 31], "encrypt": 33, "encyclopedia": 29, "encyclopediaofmath": 29, "end": 32, "enforc": [21, 22], "engag": 32, "engin": 33, "english": [23, 24, 25], "enhanc": 18, "enough": 18, "enter": 25, "enterostomi": 25, "entri": 5, "environ": 17, "environment": [21, 22], "epigastr": 25, "eq": [29, 31], "equat": 31, "equip": [21, 22], "equiv": [29, 30], "eros": 25, "escherichia": 25, "estim": [30, 31], "etc": [23, 25, 32], "ethnic": 17, "eua": [21, 22], "evalu": [21, 22], "even": 18, "event": [17, 21, 22, 25], "everi": 18, "everyon": 17, "everyth": 33, "evolv": 32, "exact": 23, "exactli": 30, "exampl": [1, 4, 5, 13, 14, 15, 16, 17, 19, 23, 27, 28, 33], "except": [21, 22], "exchang": 32, "excipi": [21, 22], "exclud": [21, 22], "exclus": [21, 22], "excret": [21, 22], "execut": 20, "exhaust": 30, "exist": [1, 5, 12, 14], "expand": [21, 22], "expect": [3, 4, 17, 30, 31], "expected_file_list": [3, 4], "experi": [17, 21, 22], "expert": 26, "explain": 18, "explicit": 17, "express": [17, 29, 31], "extra": 23, "extrins": [21, 22], "f": 27, "face": 17, "facetgrid": [5, 13, 14], "facil": [21, 22], "factor": [21, 22, 30], "fair": [17, 30], "faith": 17, "fals": [2, 3, 4, 5, 6, 7, 8, 12, 14, 15, 23, 25], "fast": [21, 22], "faster": 23, "fda": [3, 4, 32, 33], "feel": 18, "fertil": [21, 22], "field": [21, 22], "fig_size_0": [5, 13, 14], "fig_size_1": [5, 13, 14], "figur": [5, 13, 14, 33], "file": [3, 4, 5, 14, 15, 21, 22, 23, 24, 27, 33], "file1": [4, 5, 14, 15], "file2": [4, 5, 14, 15], "file3": [4, 5, 14, 15], "file_path": [3, 4, 25], "file_s": 33, "file_typ": 27, "filenam": 23, "fill": 30, "filter": [3, 4], "filterwarn": 19, "fin": [3, 4], "final": [21, 22], "financi": [21, 22], "find": [3, 4, 28, 30, 31], "find_fil": [3, 4, 23, 24, 25], "find_fmq": [3, 4, 25], "find_fmq_fil": [3, 4, 25], "find_hlgt": [3, 4], "find_hlt": [3, 4], "find_llt": [3, 4], "find_llt_given_pt": [3, 4, 23], "find_llt_given_soc": [3, 4, 23], "find_pt": [3, 4, 23], "find_pt_given_soc": [3, 4, 23], "find_section_given_word": [2, 21, 22], "find_smq": [3, 4, 16, 24], "find_soc": [3, 4, 23], "find_soc_given_pt": [3, 4, 23], "find_term_wi_level": [3, 4], "find_terms_given_fmq": [3, 4, 25], "find_terms_given_smq": [3, 4, 24], "find_terms_given_smq_sub": [3, 4], "first": [5, 6, 7, 8, 12, 14, 23, 25, 30], "fix": [16, 29, 31], "flag": [3, 4], "flatten": 24, "fleiss": [7, 8, 16], "fleiss_kappa": 31, "float": [5, 6, 12, 14], "fmq": [3, 4, 16], "fmq_list": 25, "focus": 17, "folder": [3, 4, 25], "folder_nam": [3, 4, 23, 24, 25], "folder_path": [3, 4, 25], "follicl": 25, "follow": [17, 23, 30, 32], "font": 33, "foreign": [21, 22], "form": [21, 22], "format": [4, 5, 7, 8, 14, 15, 18, 21, 22, 23, 25, 27, 33], "formula": [21, 22], "foster": 17, "found": [5, 13, 14, 16, 21, 22, 23, 24, 25, 29, 30, 33], "frac": [29, 30, 31], "free": [17, 18], "freq": 30, "from": [5, 6, 17, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "fruit": 30, "full": 32, "function": [16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 31, 32, 33], "fungi": [21, 22], "further": [17, 21, 22, 23, 24, 27], "futur": 26, "futurewarn": 19, "g": [21, 22, 29, 30], "gastric": 25, "gastriti": 25, "gastro": 25, "gastroenter": 25, "gastroenterostomi": 25, "gastrointestin": 25, "gave": 31, "genbadg": 28, "gender": 17, "gene": [21, 22], "gener": [0, 1, 5, 13, 14, 19, 20, 21, 22, 23, 24, 28, 29], "generate_dataset": 1, "generate_example_dataset": [5, 13, 14], "genotox": [21, 22], "geq": [30, 31], "get": [3, 4, 23, 25], "get_data": 5, "git": 18, "github": [18, 23, 28], "given": [3, 4, 18, 19, 27, 30], "gnu": 28, "goal": 25, "good": 17, "gov": 30, "gp": [5, 12, 14], "gracefulli": 17, "graph": 28, "greatli": [18, 29], "gregori": 26, "grid": [5, 13, 14], "grid_col": [5, 13, 14], "grid_kw": [5, 13, 14], "grid_wrap": [5, 13, 14], "group": [1, 5, 12, 13, 14, 16, 19, 24, 25, 26, 28], "group_col": [5, 13, 14, 19], "group_col0": [5, 12, 14], "group_col1": [5, 12, 14], "group_column": 1, "grouped_df": 1, "gro\u00dfe": 26, "guarante": [21, 22], "guid": [21, 22, 32], "guidanc": [21, 22, 32], "guidelin": 28, "h": 29, "h0031619": 31, "ha": [21, 22, 24, 30], "hack": 30, "haemorrhag": 25, "hallgren": 30, "harass": 17, "harm": 17, "harmon": 32, "harmonis": [23, 24, 25, 26], "hat": [30, 31], "have": [17, 18, 23, 24, 30, 31, 32], "head": 20, "health": [0, 5, 20, 21, 22, 23, 24, 25, 28], "healthcar": [21, 22], "healthi": [21, 22], "heavi": 25, "height": [5, 13, 14], "helicobact": 25, "help": [18, 21, 22], "hepat": [21, 22], "here": [18, 24, 25, 28, 32], "hf": [21, 22], "hier": 16, "hierarch": 24, "hierarchi": [3, 4], "high": [20, 30], "higher": [30, 32], "hist": [7, 8, 16, 30], "histori": [21, 22, 25], "hlgt": [3, 4, 23], "hlt": [3, 4, 23], "holder": 26, "home": 19, "homepag": 17, "horizont": 19, "hormon": 25, "host": 25, "how": 18, "howev": 30, "hsu": 28, "htm": 30, "html": [28, 29], "http": [26, 28, 29, 30, 31, 32], "human": [21, 22, 23, 24, 25, 26], "hypomenorrhoea": 25, "i": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33], "i0": 31, "i1": [29, 31], "i2": [29, 31], "ich": [21, 22, 23, 25, 26], "id": [3, 4, 21, 22, 23, 24], "id_studi": 22, "ident": 17, "identif": 21, "identifi": 21, "iec": [21, 22], "ig": 32, "ignor": [3, 4, 19], "ignore_cas": [3, 4, 16, 23], "ij": [29, 31], "ij1": 29, "ij2": 29, "ik": 31, "ilioinguin": 25, "illustr": [29, 33], "imag": [21, 22], "imageri": 17, "img": 28, "immun": [21, 22], "immunotox": [21, 22], "impact": 30, "implement": [21, 22, 25, 29, 32], "import": [5, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "improv": [25, 26, 32], "impur": [21, 22], "inactiv": [21, 22], "inappropri": 17, "incid": 17, "includ": [3, 4, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33], "inclus": 17, "incorpor": [21, 22], "increas": 29, "ind": [21, 22], "indent": 16, "independ": [29, 30, 31], "index": [23, 28, 29], "indic": [3, 4, 5, 6, 12, 14, 21, 22, 30, 32], "individu": [17, 21, 22, 30, 33], "infantil": 25, "infect": 25, "infer": 30, "infmt": [5, 7, 8, 12, 14], "inform": [17, 21, 22, 23, 24, 27, 32], "initi": [1, 21, 22, 28], "innov": 26, "input": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 23], "insert": [21, 22], "insign": 32, "instal": [18, 25], "instanc": [3, 4, 5, 13, 14, 17], "institut": 25, "instruct": [28, 32], "insult": 17, "int": [1, 3, 4, 5, 7, 8, 13, 14], "int64": [24, 25], "integ": 1, "integr": [21, 22], "intend": [29, 30, 31], "intent": [21, 22], "inter": [21, 22, 30, 31], "inter_rat": 31, "interact": [3, 4, 16, 21, 22, 25], "interchang": 32, "interest": [17, 24, 25, 28], "interim": [21, 22], "intermedi": [21, 22], "intermenstru": 25, "intern": [23, 24, 25, 26, 33], "interrat": 30, "interv": [7, 8, 30], "intestin": 25, "intra": 30, "intrins": [21, 22], "introduct": [21, 22, 26], "invalid": [1, 5, 13, 14], "investig": [17, 21, 22], "involv": 25, "io": 28, "ir": 31, "irb": [21, 22], "irregular": 25, "irrit": 25, "iso": 28, "iss": [21, 22], "issu": [17, 18, 21, 22, 30], "iter": [7, 8], "its": [17, 18, 28], "j": [29, 30, 31, 33], "j1": 29, "j2": 29, "j_1": 30, "j_2": 30, "jasonpott": 23, "jb": 23, "jj": 30, "jmp": 24, "john": 30, "join": [21, 22, 25], "json": [4, 5, 14, 15], "jul": 27, "justif": [21, 22], "juvenil": [21, 22], "k": [29, 30], "kappa": [0, 7, 16, 28], "kappacalcul": [7, 8, 30, 31], "kb": 32, "keep": [18, 24], "keep_column": [3, 4], "keep_diff_onli": [5, 12, 14], "kendal": [6, 16], "kendall_rank_correlation_coeffici": 29, "kendall_tau_metr": 29, "kendalltau": 29, "keyword": [5, 13, 14], "know": [29, 33], "knowledg": 32, "koch": 30, "kwarg": [5, 13, 14], "l": [26, 30, 31], "lab": 25, "label": [5, 6, 7, 8, 12, 14, 21, 22, 26], "label_str": [4, 5, 14, 15], "laboratori": [21, 22], "lami": 23, "landi": 30, "languag": [17, 23, 24, 25], "larg": [25, 31], "launch": [21, 22], "ldot": [29, 30, 31], "leadership": 17, "least": [6, 24], "left": [29, 31, 33], "legaci": [21, 22], "length": [3, 4, 29], "leq": 30, "less": [5, 12, 14, 29], "lesson": 30, "let": [29, 30, 31], "letter": [21, 22, 23], "level": [3, 4, 7, 8, 17, 24, 27, 30, 32], "liabil": [21, 22], "lib": 19, "librari": 32, "licens": [21, 22, 33], "life": [21, 22], "line": [5, 13, 14, 19, 21, 22, 30], "lineplot": [5, 13, 14, 19], "link": [21, 22, 28, 32], "linux": 27, "list": [1, 3, 4, 5, 6, 7, 8, 14, 15, 21, 22, 23, 24, 30, 32], "list_fil": [3, 4, 5, 14, 15, 27], "list_files_datafram": [4, 5, 14, 15], "list_files_json": [4, 5, 14, 15], "list_files_list": [4, 5, 14, 15], "list_files_str": [4, 5, 14, 15], "list_files_tre": [4, 5, 14, 15], "list_tre": [5, 12, 14], "listtre": [5, 12, 14], "literatur": [21, 22], "littl": 18, "llt": [3, 4, 23, 24], "llt_by_soc": 16, "llt_current_onli": [3, 4], "llt_onli": [3, 4], "load": 33, "load_fmq": [3, 4], "load_fmq_default": [3, 4], "load_llt": [3, 4], "load_smq": [3, 4], "loc": 6, "local": [18, 21, 22], "log": [21, 22], "long": [21, 22, 33], "longer": 21, "look": 18, "low": [20, 30], "lower": 25, "lowercas": 23, "lowest": [3, 4], "lsr": [0, 3, 4, 5, 14, 16, 27, 28], "lsrtree": [3, 4, 5, 14, 15, 27], "lst": [3, 4, 5, 12, 14], "m": [26, 30], "mac": 27, "macdonald": 26, "mai": [17, 19, 20, 23, 24, 25], "mail": 17, "main": 32, "maintain": [17, 23, 24, 25, 26, 32, 33], "make": [17, 18, 25], "manag": [21, 22], "mani": 31, "manufactur": [21, 22], "march": 23, "margin": 30, "margoli": 25, "marker": 19, "market": [21, 22], "materi": [21, 22], "matern": [21, 22], "mathemat": 29, "matrix": [7, 8, 29], "max_size_ratio": [7, 8], "maximum": [7, 8, 29], "meal": 20, "measur": [21, 22, 29, 30, 31], "mechanist": [21, 22], "meddra": [3, 4, 28], "meddra_vers": 24, "media": 17, "median": 20, "medic": [3, 4, 21, 22, 23, 24, 25, 26], "medica": 30, "medicin": [22, 32], "mediolysi": 25, "medium": [21, 22], "meet": [18, 21, 22], "member": 17, "menometrorrhagia": 25, "menorrhagia": 25, "menstrual": 25, "menstruat": 25, "menu": 25, "meta": 33, "metabol": [21, 22], "metabolit": [21, 22], "metadata": 33, "method": [3, 4, 5, 6, 7, 8, 13, 14, 21, 22, 29, 30, 31], "methodologi": [21, 22, 26], "metric": [29, 30], "metrorrhagia": 25, "micha": 26, "microbiolog": [21, 22], "microbiologi": [21, 22], "might": [18, 30], "migrain": 25, "minim": 30, "minimum": 29, "miss": [3, 4, 6, 7, 8, 21, 22], "misus": 30, "mitig": [21, 22], "mkdir": 27, "model": 32, "moder": 30, "modif": [21, 22], "modifi": 27, "modul": [5, 16, 19, 20, 21, 22, 23, 24, 25, 26, 27, 32, 33], "monitor": [20, 21, 22, 30], "month": [3, 4, 23, 24, 25], "more": [21, 22, 23, 24, 28, 32], "most": 23, "msg": 19, "msso": 23, "mtbp3": [0, 18, 19, 20, 21, 22, 23, 24, 25, 27, 29, 30, 31, 33], "much": 30, "multi": [20, 30, 31], "multipl": [21, 22, 23, 30, 31], "must": [6, 32], "my": 28, "mycobacteria": [21, 22], "n": [20, 21, 22, 24, 25, 29, 30, 31], "n1": [29, 31], "n2": [29, 31], "n_": [29, 30, 31], "n_0": 31, "n_categori": [30, 31], "n_column": 27, "n_image_in_pag": 33, "n_iter": [7, 8, 30], "n_page": [27, 33], "n_rater": [30, 31], "n_row": 27, "n_soc": [23, 24, 25], "na": [6, 16, 30, 31], "name": [3, 4, 5, 12, 13, 14, 18, 21, 22, 23, 24, 25, 27, 32], "nan": [5, 12, 14, 23], "narrow": [18, 25], "narrow_onli": [3, 4, 25], "nation": 17, "ncbi": 30, "nda": [21, 22], "ndarrai": 1, "necessari": [23, 24, 32], "need": [30, 32, 33], "neither": [3, 4], "neuralgia": 25, "neuropathi": 25, "never": 18, "new": [21, 22], "newest": [21, 22], "nih": 30, "nj": 31, "nlm": 30, "nomenclatur": 21, "nomin": [30, 31], "non": [1, 21, 22, 23, 33], "nonclin": [20, 21, 22, 32], "none": [2, 5, 7, 8, 11, 12, 13, 14, 16, 19, 20, 27, 30], "nor": [3, 4], "note": [18, 20, 23, 24, 25, 28, 29, 30, 31, 32], "notebook": 25, "notif": [21, 22], "notifi": [21, 22], "novel": [21, 22], "np": [29, 30], "nr": 31, "number": [5, 6, 7, 8, 13, 14, 20, 21, 23, 29, 30, 31, 33], "numer": [1, 5, 12, 14], "numpi": [1, 29], "nutshel": 33, "o": [22, 27, 31], "object": [3, 4, 33], "oblig": [17, 21, 22], "observ": [30, 31], "occurr": 1, "offens": 17, "offici": [17, 18], "offlin": 17, "offspr": [21, 22], "oligomenorrhoea": 25, "one": [3, 4, 21, 22, 24, 29, 30], "onli": [3, 4, 23, 24, 29, 30, 31], "onlin": [17, 23, 30, 32], "open": [17, 18, 23, 27, 33], "oper": 18, "option": [1, 3, 4, 5, 6, 13, 14, 16, 24], "orang": 30, "order": 16, "org": [26, 29, 30, 31, 32, 33], "organ": [3, 4, 21, 22, 23, 26, 32, 33], "orient": 17, "origin": [21, 22], "orphan": [21, 22], "other": [17, 20, 21, 22, 24, 29, 30], "otherwis": [3, 4, 5, 12, 14, 17], "out": [24, 28, 30], "out1": 1, "out_digit": [7, 8, 30], "out_path": [7, 8], "outcom": [21, 22, 30, 31], "outfmt": [4, 5, 7, 8, 14, 15, 16, 27], "output": [4, 5, 7, 8, 14, 15, 23, 24, 25, 30, 31], "outstand": [21, 22], "ovarian": 25, "overal": [21, 22], "overview": [21, 22, 30], "ownership": [21, 22], "p": [21, 22, 31], "p023": 30, "p_": [30, 31], "p_1": 31, "p_e": 30, "p_j": 31, "p_o": 30, "p_valu": 29, "packag": [19, 21, 22, 28, 30, 33], "page": [0, 16, 21, 22, 24, 25, 29, 30, 31, 32, 33], "pain": 25, "pair": 29, "panda": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15], "paper": [25, 32], "parallel": 20, "paramet": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14], "parasit": [21, 22], "part": [18, 33], "particip": 17, "particular": [29, 30, 31], "pass": [18, 27], "patent": [21, 22], "path": [3, 4, 5, 7, 8, 11, 12, 14, 15, 23, 27, 33], "pathogen": [21, 22], "patient": [21, 22, 25], "pd": [4, 5, 14, 15, 21, 22], "pdf": [21, 22, 23, 24, 25, 26], "pdf_obj": 11, "pdfa": 33, "pdfsummari": [0, 10, 28, 33], "pear": 30, "pediatr": [21, 22], "peptic": 25, "per": [20, 30, 31], "percentag": [5, 12, 14, 30], "perfect": 30, "perform": 1, "perihepat": 25, "period": [21, 22], "peritoneoplasti": 25, "perman": 17, "permiss": 17, "person": [17, 21, 22], "pertin": [21, 22], "pfr": 33, "pharmaceut": [21, 22, 23, 24, 25, 26], "pharmacodynam": [21, 22], "pharmacogenom": [21, 22], "pharmacokinet": [21, 22], "pharmacologi": [21, 22], "pharmasug": 25, "php": 29, "physic": [17, 30], "pip": 28, "pivot": [5, 12, 14], "pk": [21, 22], "pkg": 28, "place": [19, 26], "plan": [20, 21, 22, 32], "plasma": [21, 22], "pleas": [18, 21, 22, 23, 24, 25, 28, 30, 31, 32], "plot": [5, 6, 7, 8, 13, 14, 16, 29], "plot_y_list": [6, 29], "pmc": 30, "pmc3900052": 30, "poetri": 18, "point": [5, 12, 13, 14, 19], "point_posit": [5, 13, 14], "polici": [17, 25], "polit": 17, "polymenorrhagia": 25, "polymenorrhoea": 25, "popul": [21, 22], "portabl": 33, "portion": 30, "posit": [17, 25], "possibl": 18, "post": [17, 18, 20, 21, 22], "postapprov": [21, 22], "postmarket": [21, 22], "postmenopaus": 25, "postnat": [21, 22], "practic": [29, 30, 31], "pre": [21, 22], "predig": 30, "prefer": [3, 4], "premarket": 25, "prenat": [21, 22], "prepar": [27, 32], "present": [27, 29], "presubmiss": [21, 22], "preval": 30, "preview": [21, 22], "previous": [21, 22], "primari": [3, 4, 21, 22, 23], "primary_onli": [3, 4], "primary_soc_onli": [3, 4, 23], "principl": 26, "print": [20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 33], "prioriti": [21, 22], "privat": 17, "pro": 33, "probabl": 31, "problem": 30, "proc": 30, "procedur": [21, 22], "process": [19, 20, 21, 22, 23, 24, 27, 32], "processor": 33, "procon": 30, "product": [21, 22, 26, 29, 32], "proestel": 26, "profession": 17, "profil": [21, 22], "program": [21, 22], "project": [17, 18, 25, 28], "promis": 25, "promot": [21, 22, 29, 30, 31], "proper": [22, 33], "properti": 21, "propos": [18, 21, 22], "proprietari": [21, 22], "protein": [21, 22], "protocol": [21, 22], "provid": [3, 4, 5, 7, 8, 13, 14, 21, 22, 23, 25, 28, 29, 30, 31], "pseudo": 21, "psu": 30, "psycholog": [30, 31], "psychologi": 30, "pt": [3, 4, 23, 24], "pt01": 25, "pt02": 25, "pt03": 25, "pt04": 25, "pt05": 25, "pt06": 25, "pt07": 25, "pt08": 25, "pt09": 25, "pt10": 25, "pt11": 25, "pt12": 25, "pt13": 25, "pt14": 25, "pt15": 25, "pt16": 25, "pt17": 25, "pt18": 25, "pt19": 25, "pt20": 25, "pt21": 25, "pt22": 25, "pt23": 25, "pt24": 25, "pt25": 25, "pt26": 25, "pt27": 25, "pt28": 25, "pt29": 25, "pt30": 25, "pt31": 25, "pt32": 25, "pt33": 25, "pt34": 25, "pt35": 25, "pt36": 25, "pt37": 25, "pt38": 25, "pt39": 25, "pt40": 25, "pt41": 25, "pt42": 25, "pt43": 25, "pt_list": 25, "pt_size": [5, 13, 14], "ptj": 30, "public": [17, 21, 22, 25, 28], "publish": [3, 4, 17, 23, 25, 26], "purpos": [21, 22, 23, 25, 29], "put": 30, "py": [19, 28], "py3": 19, "pymedtermino": 23, "pypdf": 33, "pypi": 28, "pypoetri": 19, "python": [18, 23, 25, 28], "python3": 19, "qr": 32, "qualiti": [21, 22], "quantifi": 30, "quantit": 30, "queri": [3, 4, 24, 25], "questionnair": 32, "quick": [21, 22], "r": [21, 22, 23, 26, 30, 31], "r1": [30, 31], "r2": [30, 31], "r3": 31, "r4": 31, "r5": 31, "race": 17, "rais": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14], "randint": [27, 29], "random": [27, 29, 30], "random_numb": 27, "randomis": [21, 22], "randomli": [23, 31], "rank": 29, "rao": 26, "rate": [7, 8, 30, 32], "rater": [7, 8, 30, 31], "ratio": [7, 8], "ratter": 30, "raw": 30, "re": 18, "reaction": 26, "reactiv": [21, 22], "readi": 18, "real": 25, "reason": [17, 25], "rebound": 25, "receiv": 30, "record": [20, 23, 24, 25, 26, 32], "reduc": 23, "referenc": [21, 22], "regard": [17, 21, 22], "regardless": 17, "regen": 22, "region": [21, 22], "regulatori": [21, 22, 23, 24, 25, 26, 32, 33], "reinstat": [21, 22], "reissuanc": [21, 22], "reject": [17, 21, 22], "rel": 23, "relat": [3, 4, 21, 22, 23, 24, 25], "relationship": [21, 22, 24, 26, 30], "releas": [18, 21, 22, 28], "reliabl": [28, 30, 31], "religion": 17, "rem": [21, 22], "remain": 23, "rememb": 18, "remov": [3, 4, 6, 17, 27], "remove_na": 6, "remove_non": [3, 4], "repeat": [21, 22], "repercuss": 17, "replac": [23, 29], "report": [17, 20, 21, 22, 23, 24, 25, 26, 32], "repositori": 23, "repres": [3, 4, 5, 7, 8, 14, 15, 17, 20, 29, 30, 31, 33], "represent": [7, 8, 17], "reproduc": 18, "reproduct": [21, 22], "request": [21, 22], "requir": [18, 21, 22, 23, 24, 25, 26, 30, 32, 33], "research": [21, 22], "resolut": [21, 22], "respect": 17, "respond": 17, "respons": [21, 22, 23, 30], "rest": [30, 31], "result": [1, 3, 4, 5, 7, 8, 14, 15, 20, 23, 30], "retriev": 28, "return": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 24, 27], "reverse_i": [7, 8, 30], "review": [17, 21, 22], "revis": 33, "revoc": [21, 22], "right": [16, 17, 21, 22, 25, 29, 31], "rigid": 25, "risk": [21, 22], "rmat": 22, "rmtree": 27, "roll": [21, 22], "round": [7, 8], "rout": [21, 22], "row": [3, 4, 6, 30, 31], "rule": [21, 22, 32], "runner": 19, "ruptur": 25, "s43441": 26, "sa": 30, "safeti": [21, 22, 23, 24, 25, 26], "same": [5, 12, 14, 20, 30, 31], "sampl": [16, 21, 22, 29, 30, 31], "sample_df": [7, 8], "sample_list": [7, 8], "save": [3, 4, 7, 8, 23], "save_fmq_consolidated_list_csv": [3, 4, 25], "scale": [5, 13, 14, 30, 31, 32], "scatter": [6, 29], "scenario": [29, 30], "scheme": [21, 22], "scienc": 26, "scipi": 29, "scope": [18, 25], "sdtm": [21, 22, 32], "sdtmig": 32, "se": 30, "seaborn": 19, "search": [16, 21, 22], "second": [5, 7, 8, 12, 14, 30], "secondari": [21, 22], "section": [21, 22, 23, 24, 29], "see": [21, 22, 24, 29, 31, 32], "seed": 30, "segment": 25, "select": [25, 31], "self": 1, "sen": 30, "send": [21, 22, 32], "sens": 25, "sensit": [3, 4], "sep": 24, "separ": 17, "septemb": [23, 24, 25], "sequenc": 1, "servic": 23, "set": [17, 18, 22, 23, 24, 25, 26, 30], "setup": 18, "sexual": 17, "shape": [30, 31], "share": [21, 22, 23, 25], "shield": 28, "ship": [23, 25], "short": [21, 22], "should": [3, 4, 18], "show": [5, 12, 14, 16, 17, 28, 29], "show_ctoc_tre": [2, 21, 22], "show_fmq_tre": [3, 4, 25], "shutil": 27, "sign": [25, 29, 32], "signatur": [21, 22], "signific": [21, 22], "sim": [30, 31], "similar": [18, 23], "simpli": 23, "simplifi": 25, "simul": 25, "singl": [21, 22, 30], "site": [19, 21, 22], "size": [5, 7, 8, 13, 14, 17, 19, 25, 27, 29, 30, 33], "size_in_byt": 27, "sklearn": 30, "slight": 30, "small": 29, "smari": 28, "smq": [3, 4, 16, 26], "smq916fxwgunhqihpu": 24, "smq_algorithm": 24, "smq_descript": 24, "smq_description657tlcpxpwehstw": 24, "smq_id": 24, "smq_level": 24, "smq_name": 24, "smq_note": 24, "smq_note619xvqsmalebtohgxntmzpjq": 24, "smq_sourc": 24, "smq_source174ddcfdqhebxrmoojigrqawetdkqjd": 24, "smq_statu": 24, "soc": [3, 4, 16, 23, 25], "soc214dfxgaelhghfeffkgrasfyzzbaf": 25, "soc360phgmkacxralpg": 25, "soc972ziufsafkkvwfbszdycguocistyeyku": 25, "soc_nam": [3, 4, 23], "social": 17, "softwar": [21, 22, 28, 29, 30, 31], "some": [23, 30, 32, 33], "sometim": 30, "sourc": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 23, 25, 33], "space": 17, "spasm": 25, "speci": [21, 22], "special": [21, 22, 25, 33], "specialti": [21, 22], "specif": [3, 4, 17, 21, 22, 24, 33], "specifi": [1, 3, 4, 5, 14, 15, 21, 22, 23, 33], "sphinx": 0, "spleen": 25, "sponsor": [21, 22], "sqrt": [29, 30], "stabil": [21, 22], "stabl": 30, "stalab": 29, "stand": [32, 33], "standard": [3, 4, 16, 21, 22, 23, 24, 25, 26, 28, 33], "standardis": [21, 22, 24], "start": 32, "stasmodel": 31, "stat": [1, 20, 29, 30, 31], "stat504": 30, "statement": [21, 22, 23], "static": [1, 5, 6, 7, 8, 13, 14], "statist": [1, 21, 22, 29, 30, 31], "statlab": [0, 5, 16, 28], "statsmodel": 31, "statu": [21, 22], "std1": 20, "std2": 20, "stdcd": 32, "stdcdisc": [0, 5], "stdiso": [0, 5, 28, 33], "stem": [21, 22], "step": [18, 21, 22, 23, 32, 33], "stimul": 25, "stomach": 25, "store": 32, "str": [1, 3, 4, 5, 7, 8, 12, 13, 14, 15, 30, 31], "strategi": [21, 22], "string": [1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 15, 23, 27], "stringna": [7, 8, 30, 31], "strip": [5, 13, 14], "stripplot": 19, "strong": 30, "structur": [4, 5, 14, 15, 21, 22, 24], "stud": 23, "studi": [20, 21, 22, 25, 29, 30, 31, 32], "stzyeg9": 19, "sub": 33, "subfolder1": 27, "subfolder2": 27, "subj01": 20, "subject": [20, 21, 22], "submiss": [21, 22, 33], "submit": [21, 22, 32], "subplot": [5, 13, 14], "subset_df": [3, 4], "substanc": [21, 22], "substanti": 30, "subtract": 29, "subtre": 16, "suffix": 22, "sum": 20, "sum_": [29, 30, 31], "sum_j": [30, 31], "sum_k": 31, "summari": [1, 5, 12, 14, 21, 22, 28, 30, 33], "summarize_1nc_by_2group": [5, 12, 14], "summary1": 20, "summary_by_group": [1, 20], "sun": 27, "supplement": [21, 22], "support": [18, 21, 22, 32, 33], "swarm": [5, 13, 14, 16], "syndrom": 25, "synops": [21, 22], "synopsi": [21, 22], "synthet": 25, "system": [3, 4, 18, 21, 22, 23, 28], "t": [24, 29], "t1": 29, "t2": 29, "tabel": 31, "tabl": 25, "tabul": [21, 22, 32], "tabular": [21, 22], "tag": [18, 21, 22], "take": [17, 20], "taken": 20, "target_column": 1, "tau": [6, 16], "tau_1": 29, "tau_2": 29, "team": 17, "technic": [21, 22, 23, 24, 25, 26, 32], "technol": 23, "televis": [21, 22], "templat": 28, "temporari": 17, "temporarili": 17, "tend": 30, "tender": 25, "term": [3, 4, 16, 18, 21, 22, 28, 33], "term_categori": 24, "term_level": 24, "terminologi": [23, 24, 25, 26], "test": [16, 18, 21, 22, 27, 28, 30], "testfile3": 27, "testfolder_": 27, "testfolder_23": 27, "testfolder_nam": 27, "text": [21, 22], "th": 29, "than": [5, 12, 14, 21, 22, 30], "thei": [17, 18], "therapeut": 26, "therapi": [21, 22, 30], "therefor": 31, "thi": [0, 3, 4, 5, 17, 18, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31], "those": 23, "threaten": 17, "three": [3, 4, 30], "through": [18, 32, 33], "ti": 29, "time": [7, 8, 24, 29, 32], "times_": 29, "titl": [5, 7, 8, 13, 14, 19, 22, 28, 29], "to_cat": [5, 12, 14], "to_csv": 23, "to_right": [2, 3, 4, 5, 12, 14, 25], "toler": [21, 22], "tolist": [29, 30], "tool": 28, "total": [20, 24, 30, 31], "total_count": 20, "total_sum": 20, "toward": 17, "toxic": [21, 22], "toxicologi": [21, 22], "tqmp": 30, "track": [21, 22], "trail": 20, "transfer": [21, 22], "transpar": 25, "treatment": 20, "tree": [4, 5, 14, 15, 16, 27], "trial": [20, 21, 22], "troll": 17, "tropic": [21, 22], "troubleshoot": 18, "trt1": 20, "trt2": 20, "true": [3, 4, 5, 6, 12, 14, 23, 24, 25, 27, 30], "tupl": [3, 4], "tutori": 30, "two": [5, 6, 7, 8, 12, 14, 23, 30, 31], "txt": [4, 5, 14, 15, 27], "type": [1, 3, 4, 5, 12, 13, 14, 15, 20, 21, 22, 25, 27, 29, 33], "typo": [21, 22], "ua": 33, "uebersax": 30, "ulcer": 25, "unaccept": 17, "unapprov": [21, 22], "uncontrol": [21, 22], "under": [21, 22, 25, 28, 29, 30, 31], "understand": [23, 24, 25, 26, 29], "unequ": 30, "uniqu": [1, 3, 4, 5, 12, 14], "untitl": [21, 22], "unwelcom": 17, "unzip": 23, "up": [18, 23, 24], "updat": [5, 13, 14, 16, 18, 21, 22, 25], "update_paramet": [5, 13, 14, 19], "upper": [23, 25], "upset": 25, "url": 28, "us": [4, 5, 14, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33], "usabl": 25, "usag": [23, 25], "user": [23, 25], "userwarn": 19, "uterin": 25, "util": [0, 5, 19, 21, 22, 25, 27, 28, 32], "v": 20, "v1": [21, 22, 30, 33], "v2": 30, "v26": 24, "v3": 28, "v4": [21, 22], "v_": 30, "v_0": 31, "v_1": [30, 31], "v_2": [30, 31], "v_3": [30, 31], "v_4": 31, "v_j": [30, 31], "vagin": 25, "valid": [3, 4, 21, 22, 32, 33], "valu": [1, 5, 6, 7, 8, 12, 14, 19, 30, 31], "value_count": [24, 25], "valueerror": [1, 5, 6, 12, 13, 14], "valv": 25, "var": [29, 31], "variabl": [5, 13, 14, 19, 29], "varianc": [16, 31], "vcd": 30, "vdot": [29, 30, 31], "vector": 29, "venot": 23, "versa": 23, "version": [3, 4, 17, 18, 21, 22, 23, 24, 25, 28, 33], "via": 17, "vice": 23, "video": 33, "view": [21, 22], "viewer": 23, "viewpoint": 17, "violin": 16, "virtualenv": 19, "viscer": 25, "visit": [20, 23, 25], "visit1": 20, "visit2": 20, "visit3": 20, "visit4": 20, "vitro": [21, 22], "vivo": [21, 22], "volum": 30, "volunt": 18, "voucher": [21, 22], "w": [26, 27], "w_": 30, "wa": [28, 33], "wai": 17, "waiver": [21, 22], "want": [18, 19], "warn": [19, 21, 22, 29], "warranti": 25, "we": [17, 29], "weak": 30, "web": [18, 21, 22, 24, 25, 32, 33], "webpag": [23, 26], "websit": 23, "weder": 26, "weight": 24, "welcom": [17, 18], "were": [21, 22, 25, 28, 31], "what": 17, "when": [3, 4, 17, 18, 25, 29], "where": [3, 4, 6, 29, 30, 31], "whether": [3, 4, 5, 12, 14], "which": [17, 21, 22, 31, 33], "while": [31, 32], "white": 32, "who": 17, "whodrug": 28, "whoever": 18, "why": 25, "width": [5, 13, 14], "wiki": [17, 29, 30, 31], "wikipedia": [29, 30, 31], "window": 27, "wise": 29, "with_count": [4, 5, 14, 15, 27], "with_detail": [3, 4, 24], "with_file_label": [4, 5, 14, 15], "with_soc": [3, 4, 25], "withdraw": [21, 22, 25], "within": [17, 20, 21, 22, 29, 32, 33], "without": [17, 25], "word": [2, 21, 22], "work": [18, 21, 22, 24, 25, 26], "workshop": 25, "would": 18, "wright": 30, "written": [21, 22], "wu": 25, "www": [30, 32], "x": [5, 6, 7, 8, 13, 14, 19, 20, 30, 33], "x_col": [5, 13, 14, 19], "x_label_rot": [5, 13, 14], "x_n": 29, "x_scale_bas": [5, 13, 14], "xml": 16, "y": [5, 6, 7, 8, 13, 14, 16, 19, 28], "y1": [7, 8, 29, 30], "y2": [7, 8, 29, 30], "y_": [29, 30, 31], "y_col": [5, 13, 14, 19], "y_count": [30, 31], "y_count_sq": [7, 8], "y_scale_bas": [5, 13, 14, 19], "yao": 25, "year": [3, 4, 23, 24, 25, 28, 29, 30, 31, 32], "yeawr": 29, "yh202109": 28, "you": [18, 19, 28, 33], "your": 18, "z_": 29}, "titles": ["API Reference", "mtbp3.health.clinical", "mtbp3.health.ectd", "mtbp3.health.emt", "mtbp3.health", "mtbp3", "mtbp3.statlab.corr", "mtbp3.statlab", "mtbp3.statlab.kappa", "mtbp3.stdcdisc", "mtbp3.stdiso", "mtbp3.stdiso.pdfsummary", "mtbp3.util.cdt", "mtbp3.util.cdtg", "mtbp3.util", "mtbp3.util.lsr", "Changelog", "Code of Conduct", "Contributing", "U/Graph/Categorical Plots Using catPlotter", "H/Clinical/Grouped Summary", "H/eCTD/3.2/Heading", "H/eCTD/4.0/Heading", "H/MedDRA/Basics", "H/MedDRA/SMQs by ICH", "H/MedDRA/FMQs by FDA", "H/MedDRA/(MLGs by CIOMS)", "U/System/List Folder Contents", "mtbp3", "StatLab/Corr/Kendall\u2019s tau", "StatLab/Cohen\u2019s Kappa", "StatLab/Fleiss\u2019s Kappa", "STD/CDISC/Basics", "STD/ISO/PDF"], "titleterms": {"": [29, 30, 31], "0": [22, 29, 30, 31], "01": 16, "02": 16, "03": 16, "05": 16, "06": 16, "07": 16, "09": 16, "0909090909090909": 31, "1": [16, 20, 29, 30, 31], "10": 16, "11": 16, "12": 16, "13": 16, "15": 16, "18": 16, "1960": 30, "2": [16, 21, 30], "2012": 30, "2024": 16, "21": 16, "22": 16, "27": 16, "28": 16, "29": 16, "3": [16, 21, 30], "30": 16, "39": 16, "4": [16, 22], "42": 16, "43": 16, "48": 16, "5": 16, "50": 16, "6": 16, "7": 16, "7241379310344827": 30, "8": 16, "9": 16, "The": [21, 22], "across": 23, "algorithm": 29, "ani": 25, "api": 0, "appendix": 25, "assign": [23, 24, 25], "attribut": [5, 11, 17], "background": [29, 30, 31], "basic": [23, 32], "bootstrap": 30, "bubbl": 30, "bug": 18, "categor": 19, "categori": 30, "catplott": 19, "cdisc": 32, "cdt": 12, "cdtg": 13, "changelog": 16, "ci": 30, "ciom": 26, "cite": 28, "class": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15], "clinic": [1, 20], "code": [17, 18], "cohen": 30, "comprehens": [21, 22], "conduct": [17, 18], "content": [1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 21, 22, 27, 28], "contribut": [18, 28], "corr": [6, 29], "count": [30, 31], "credit": 28, "ctoc": [21, 22], "demo": 25, "detail": 31, "differ": 23, "distribut": [23, 24], "document": 18, "ectd": [2, 21, 22], "emt": 3, "enforc": 17, "exampl": [20, 29, 30, 31], "exercis": [29, 30, 31], "extens": 30, "fda": [21, 22, 25], "featur": 18, "feedback": 18, "file": 25, "find": [23, 24, 25], "fix": 18, "fleiss": 31, "fmq": 25, "folder": [23, 24, 27], "foundat": 32, "function": [5, 12, 14], "get": 18, "given": [23, 24, 25], "graph": 19, "group": [20, 29, 30, 31], "guidelin": 18, "h": [20, 21, 22, 23, 24, 25, 26], "head": [21, 22], "health": [1, 2, 3, 4], "hierarch": 23, "hierarchi": [21, 22], "how": [28, 29, 30, 31], "ich": 24, "implement": 18, "instal": 28, "interpret": 30, "iso": 33, "kappa": [8, 30, 31], "kendal": 29, "lab": [29, 30, 31], "level": 23, "licens": 28, "list": [25, 27], "literatur": 30, "local": 25, "lsr": 15, "mchugh": 30, "meddra": [23, 24, 25, 26], "mlg": 26, "modul": [1, 2, 3, 6, 8, 11, 12, 13, 15], "more": [30, 31], "mtbp3": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 28], "notat": [29, 30, 31], "observ": 29, "option": [23, 27], "other": [23, 27], "our": 17, "packag": [4, 5, 7, 14], "path": 25, "pdf": 33, "pdfsummari": 11, "pledg": 17, "plot": [19, 30], "pt": 25, "pull": 18, "rate": 31, "refer": [0, 21, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33], "report": 18, "request": 18, "resourc": 32, "respons": 17, "save": 25, "scope": 17, "select": 32, "smq": 24, "standard": [17, 32], "start": 18, "statlab": [6, 7, 8, 29, 30, 31], "std": [32, 33], "stdcdisc": 9, "stdiso": [10, 11], "submit": 18, "submodul": [4, 7, 10, 14], "subpackag": 5, "suggest": 30, "summari": 20, "system": 27, "tabl": [21, 22, 28], "tau": 29, "term": [23, 24, 25], "tree": 25, "type": 18, "u": [19, 27], "us": 19, "usag": 28, "util": [12, 13, 14, 15], "v0": 16, "valu": 29, "version": 32, "view": 25, "weight": 30, "within": 23, "write": 18}})
\ No newline at end of file
diff --git a/std_iso_pdf.html b/std_iso_pdf.html
index 98611e3e..3497c0c4 100644
--- a/std_iso_pdf.html
+++ b/std_iso_pdf.html
@@ -97,13 +97,13 @@
              
   <section id="std-iso-pdf">
 <h1>STD/ISO/PDF<a class="headerlink" href="#std-iso-pdf" title="Link to this heading"></a></h1>
-<p>PDF stands for Portable Document Format, which was created by Adobe<a class="footnote-reference brackets" href="#id7" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>,
-and currently maintained by the International Organization for Standardization (ISO) as an open source international standard <a class="footnote-reference brackets" href="#id8" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a>.</p>
+<p>PDF stands for Portable Document Format, which was created by Adobe<a class="footnote-reference brackets" href="#id8" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>,
+and currently maintained by the International Organization for Standardization (ISO) as an open source international standard <a class="footnote-reference brackets" href="#id9" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a>.</p>
 <p>Some commonly used specialized PDF types include:</p>
 <ul class="simple">
 <li><p>ISO 14289/PDF/UA  for accessible PDF documents and processors</p></li>
 <li><p>ISO 15930/PDF/X  for printing</p></li>
-<li><p>ISO 19005/PDF/<strong>A  for long-term archiving</strong> <a class="footnote-reference brackets" href="#id9" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p>
+<li><p>ISO 19005/PDF/<strong>A  for long-term archiving</strong> <a class="footnote-reference brackets" href="#id10" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>3<span class="fn-bracket">]</span></a></p>
 <ul>
 <li><p>Sub-parts:</p>
 <ul>
@@ -113,14 +113,14 @@ <h1>STD/ISO/PDF<a class="headerlink" href="#std-iso-pdf" title="Link to this hea
 </ul>
 </li>
 <li><p>Not allow: audio, video, 3d objects, JS, certain actions, encryption, non-standard metadata</p></li>
-<li><p>Require: embed font with proper license</p></li>
+<li><p>Require: embedding font with proper license</p></li>
 </ul>
 </li>
 <li><p>ISO 24517/PDF/E  for representing engineering documents.</p></li>
 </ul>
-<p>For regulatory submission, FDA currently support “PDF versions 1.4 through 1.7, PDF/A-1 and PDF/A-2”<a class="footnote-reference brackets" href="#id10" id="id4" role="doc-noteref"><span class="fn-bracket">[</span>5<span class="fn-bracket">]</span></a>.
-Steps for <strong>creating and validating</strong> PDF/A files can be found in reference <a class="footnote-reference brackets" href="#id11" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a>.</p>
-<p>The module <code class="docutils literal notranslate"><span class="pre">stdiso.pdfsummary</span></code> depends on package <code class="docutils literal notranslate"><span class="pre">pypdf</span></code> <a class="footnote-reference brackets" href="#id12" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>6<span class="fn-bracket">]</span></a>.
+<p>For regulatory submission, FDA currently support “PDF versions 1.4 through 1.7, PDF/A-1 and PDF/A-2”<a class="footnote-reference brackets" href="#id11" id="id4" role="doc-noteref"><span class="fn-bracket">[</span>4<span class="fn-bracket">]</span></a>.
+Steps for <strong>creating and validating</strong> PDF/A files can be found in reference <a class="footnote-reference brackets" href="#id12" id="id5" role="doc-noteref"><span class="fn-bracket">[</span>5<span class="fn-bracket">]</span></a><a class="footnote-reference brackets" href="#id13" id="id6" role="doc-noteref"><span class="fn-bracket">[</span>6<span class="fn-bracket">]</span></a>.</p>
+<p>The module <code class="docutils literal notranslate"><span class="pre">stdiso.pdfsummary</span></code> depends on package <code class="docutils literal notranslate"><span class="pre">pypdf</span></code> <a class="footnote-reference brackets" href="#id14" id="id7" role="doc-noteref"><span class="fn-bracket">[</span>7<span class="fn-bracket">]</span></a>.
 The module <code class="docutils literal notranslate"><span class="pre">stdiso.pdfsummary</span></code> include functions for creating summaries about a specified PDF file.</p>
 <p>To use <code class="docutils literal notranslate"><span class="pre">mtbp3.stdiso</span></code>:</p>
 <div class="cell docutils container">
@@ -129,6 +129,7 @@ <h1>STD/ISO/PDF<a class="headerlink" href="#std-iso-pdf" title="Link to this hea
 
 <span class="n">pfr</span> <span class="o">=</span> <span class="n">pdfSummary</span><span class="p">(</span><span class="n">path</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;File size:&quot;</span><span class="p">,</span> <span class="n">pfr</span><span class="o">.</span><span class="n">file_size</span><span class="p">,</span> <span class="s2">&quot; bytes&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Creation date:&quot;</span><span class="p">,</span> <span class="n">pfr</span><span class="o">.</span><span class="n">meta</span><span class="o">.</span><span class="n">creation_date</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Number of pages:&quot;</span><span class="p">,</span> <span class="n">pfr</span><span class="o">.</span><span class="n">n_page</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Number of figures within individual pages:&quot;</span><span class="p">,</span> <span class="n">pfr</span><span class="o">.</span><span class="n">n_image_in_page</span><span class="p">)</span>
 </pre></div>
@@ -136,6 +137,7 @@ <h1>STD/ISO/PDF<a class="headerlink" href="#std-iso-pdf" title="Link to this hea
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>File size: 2215244  bytes
+Creation date: 2024-04-10 21:11:43+00:00
 Number of pages: 15
 Number of figures within individual pages: [0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
 </pre></div>
@@ -147,28 +149,32 @@ <h1>STD/ISO/PDF<a class="headerlink" href="#std-iso-pdf" title="Link to this hea
 <h2>Reference<a class="headerlink" href="#reference" title="Link to this heading"></a></h2>
 <hr class="footnotes docutils" />
 <aside class="footnote-list brackets">
-<aside class="footnote brackets" id="id7" role="doc-footnote">
+<aside class="footnote brackets" id="id8" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
 <p>Adobe. (2024). Everything you need to know about the PDF. (<a class="reference external" href="https://www.adobe.com/acrobat/about-adobe-pdf.html">web page</a>)</p>
 </aside>
-<aside class="footnote brackets" id="id8" role="doc-footnote">
+<aside class="footnote brackets" id="id9" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">2</a><span class="fn-bracket">]</span></span>
 <p>ISO. (2021). The standard for PDF is revised. (<a class="reference external" href="https://www.iso.org/news/ref2608.html">web page</a>)</p>
 </aside>
-<aside class="footnote brackets" id="id9" role="doc-footnote">
+<aside class="footnote brackets" id="id10" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id3">3</a><span class="fn-bracket">]</span></span>
 <p>pdfa.org. (2013). PDF/A in a Nutshell 2.0. (<a class="reference external" href="https://pdfa.org/resource/pdfa-in-a-nutshell-2-0/">web page</a>)</p>
 </aside>
-<aside class="footnote brackets" id="id10" role="doc-footnote">
-<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id4">5</a><span class="fn-bracket">]</span></span>
-<p>FDA. (2016). Portable Document Format (PDF) Specifications. (<a class="reference external" href="https://www.fda.gov/files/drugs/published/Portable-Document-Format-Specifications.pdf">pdf</a>)</p>
-</aside>
 <aside class="footnote brackets" id="id11" role="doc-footnote">
-<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id5">4</a><span class="fn-bracket">]</span></span>
-<p>Adobe. (2023). PDF/X-, PDF/A-, and PDF/E-compliant files (Acrobat Pro). (<a class="reference external" href="https://helpx.adobe.com/acrobat/using/pdf-x-pdf-a-pdf.htm">web page</a>)</p>
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id4">4</a><span class="fn-bracket">]</span></span>
+<p>FDA. (2016). Portable Document Format (PDF) Specifications. (<a class="reference external" href="https://www.fda.gov/files/drugs/published/Portable-Document-Format-Specifications.pdf">pdf</a>)</p>
 </aside>
 <aside class="footnote brackets" id="id12" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id5">5</a><span class="fn-bracket">]</span></span>
+<p>Adobe. (2023). PDF/X-, PDF/A-, and PDF/E-compliant files (Acrobat Pro). (<a class="reference external" href="https://helpx.adobe.com/acrobat/using/pdf-x-pdf-a-pdf.html">web page</a>)</p>
+</aside>
+<aside class="footnote brackets" id="id13" role="doc-footnote">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id6">6</a><span class="fn-bracket">]</span></span>
+<p>pypdf Contributors. (2024). PDF/A Compliance. (<a class="reference external" href="https://pypdf.readthedocs.io/en/stable/user/pdfa-compliance.html">web page</a>)</p>
+</aside>
+<aside class="footnote brackets" id="id14" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id7">7</a><span class="fn-bracket">]</span></span>
 <p>pypdf Contributors. (2024). pypdf. (<a class="reference external" href="https://pypdf.readthedocs.io/en/stable/index.html">web page</a>)</p>
 </aside>
 </aside>
