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16_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Cyst of ovary (disorder) sid:79883001 237060003[count>2] 0.005 4.239 [2.381, 7.546] 39.0 1360.0 736.0 17.0 0.673
1 Diagnosis:Gynecological endocrinology disorder (disorder) sid:237786003 237793004[count>0] 0.005 0.000 [0.000, 0.000] 0.0 1715.0 381.0 56.0 0.409
2 Diagnosis:Mass of ovary (finding) sid:289922002 237047009[count>2] 0.004 3.831 [2.153, 6.819] 39.0 1311.0 785.0 17.0 0.661
3 Diagnosis:Mass sid:300848003 300851005[count>2] 0.004 6.157 [2.447, 15.493] 51.0 789.0 1307.0 5.0 0.644
4 Diagnosis:Structure of abdominal segment of trunk sid:609616003 609615004[count>2] 0.004 0.000 [0.000, 0.000] 56.0 544.0 1552.0 0.0 0.630
5 Diagnosis:Finding of abdominal segment of trunk (finding) sid:609627001 116306000[count>2] 0.004 0.000 [0.000, 0.000] 56.0 544.0 1552.0 0.0 0.630
6 Diagnosis:Disease (disorder) sid:64572001 173300003[count>10] 0.004 5.625 [2.235, 14.154] 51.0 745.0 1351.0 5.0 0.633
7 Diagnosis:Cyst sid:441457006 18820007[count>2] 0.004 4.042 [2.249, 7.265] 40.0 1295.0 801.0 16.0 0.666
8 Diagnosis:Polycystic ovarian syndrome E28.2[count>0] 0.004 0.000 [0.000, 0.000] 0.0 1716.0 380.0 56.0 0.409
9 Diagnosis:Cyst of abdomen sid:446064000 236011003[count>2] 0.004 4.341 [2.414, 7.804] 40.0 1330.0 766.0 16.0 0.674
10 Diagnosis:Cyst (morphologic abnormality) sid:367643001 103614000[count>2] 0.004 4.009 [2.230, 7.207] 40.0 1291.0 805.0 16.0 0.665
11 Diagnosis:Hyperandrogenization syndrome (disorder) sid:237793004 69878008[count>0] 0.004 0.000 [0.000, 0.000] 0.0 1715.0 381.0 56.0 0.409
12 Diagnosis:Mass of pelvic structure sid:74285003 126644004[count>2] 0.003 3.839 [2.016, 7.309] 44.0 1072.0 1024.0 12.0 0.649
13 Diagnosis:Polycystic ovarian syndrome sid:69878008 412783008[count>0] 0.003 0.000 [0.000, 0.000] 0.0 1716.0 380.0 56.0 0.409
14 Diagnosis:Disorder of the genitourinary system sid:42030000 175176000[count>2] 0.003 4.963 [1.972, 12.490] 51.0 686.0 1410.0 5.0 0.619
15 Diagnosis:Mass of trunk (finding) sid:309524007 271860004[count>2] 0.003 6.835 [2.717, 17.197] 51.0 841.0 1255.0 5.0 0.656
16 Diagnosis:Mass of body region (finding) sid:300862005 274751001[count>2] 0.003 6.271 [2.492, 15.778] 51.0 798.0 1298.0 5.0 0.646
17 Diagnosis:Disorder of steroid metabolism (disorder) sid:28710006 190512008[count>0] 0.003 0.000 [0.000, 0.000] 0.0 1715.0 381.0 56.0 0.409
18 Diagnosis:Above reference range (qualifier value) sid:281302008 165454002[count>0] 0.003 3.597 [2.107, 6.140] 27.0 1665.0 431.0 29.0 0.638
19 Diagnosis:Cyst of uterine adnexa (disorder) sid:97171000119100 429439000[count>2] 0.003 4.230 [2.376, 7.530] 39.0 1359.0 737.0 17.0 0.672
20 Diagnosis:Disorder of ovary (disorder) sid:5552004 10661008[count>2] 0.003 3.882 [2.160, 6.979] 40.0 1275.0 821.0 16.0 0.661
21 Diagnosis:Mass of uterine adnexa sid:445039006 283958000[count>2] 0.003 3.739 [2.101, 6.654] 39.0 1299.0 797.0 17.0 0.658
22 Diagnosis:Lesion of ovary (finding) sid:289840004 289922002[count>2] 0.003 3.709 [2.084, 6.601] 39.0 1295.0 801.0 17.0 0.657
23 Diagnosis:Cardiovascular measurement - observation sid:310611001 252059006[count>0] 0.003 3.716 [2.087, 6.615] 18.0 1859.0 237.0 38.0 0.604
24 ProcedureCPT:234 Pathology 80500[count>0] 0.003 3.030 [1.759, 5.218] 23.0 1704.0 392.0 33.0 0.612
25 Diagnosis:Ovary observations sid:289834006 289835007[count>2] 0.003 3.836 [2.134, 6.895] 40.0 1269.0 827.0 16.0 0.660
26 Diagnosis:Genitourinary finding sid:118238000 300479008[count>2] 0.003 6.840 [2.129, 21.974] 53.0 585.0 1511.0 3.0 0.613
27 Diagnosis:Finding of pelvis sid:609626005 74285003[count>2] 0.002 3.942 [1.855, 8.374] 48.0 831.0 1265.0 8.0 0.627
28 Diagnosis:Mass (morphologic abnormality) sid:4147007 103605005[count>2] 0.002 6.095 [2.422, 15.337] 51.0 784.0 1312.0 5.0 0.642
29 Diagnosis:Disorder of trunk sid:128121009 280133005[count>10] 0.002 3.030 [1.731, 5.306] 37.0 1276.0 820.0 19.0 0.635
30 Diagnosis:Abdominal mass (finding) sid:271860004 300404004[count>2] 0.002 4.811 [2.346, 9.866] 47.0 1005.0 1091.0 9.0 0.659
31 Diagnosis:Entire endocrine ovary sid:127852009 205683001[count>0] 0.002 0.000 [0.000, 0.000] 0.0 1716.0 380.0 56.0 0.409
32 Diagnosis:Lesion sid:52988006 26506001[count>2] 0.002 3.884 [1.542, 9.780] 51.0 578.0 1518.0 5.0 0.593
33 Diagnosis:Laboratory test (procedure) sid:15220000 103766003[count>0] 0.002 3.682 [2.157, 6.287] 27.0 1673.0 423.0 29.0 0.640
34 Diagnosis:Disorder of endocrine ovary (disorder) sid:37102008 237799000[count>2] 0.002 0.000 [0.000, 0.000] 0.0 1865.0 231.0 56.0 0.445
35 Diagnosis:Lipids abnormal (finding) sid:166818002 124042003[count>0] 0.002 2.943 [1.693, 5.115] 21.0 1741.0 355.0 35.0 0.603
36 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>10] 0.002 4.985 [1.795, 13.846] 52.0 581.0 1515.0 4.0 0.603
37 Diagnosis:Structure of pelvic region of trunk sid:609617007 90264002[count>2] 0.002 5.696 [1.772, 18.305] 53.0 511.0 1585.0 3.0 0.595
38 Diagnosis:Essential (primary) hypertension I10[count>0] 0.002 3.944 [2.168, 7.175] 16.0 1903.0 193.0 40.0 0.597
39 Diagnosis:Evaluation finding (finding) sid:441742003 365687009[count>0] 0.002 2.558 [1.438, 4.551] 39.0 1105.0 991.0 17.0 0.612
40 Diagnosis:Endocrine gonad sid:304041004 304042006[count>2] 0.002 0.000 [0.000, 0.000] 0.0 1865.0 231.0 56.0 0.445
41 Diagnosis:Blood pressure elevation sid:24184005 18050000[count>0] 0.002 3.978 [2.211, 7.158] 17.0 1889.0 207.0 39.0 0.602
42 Diagnosis:Screening procedures sid:20135006 185528003[count>2] 0.002 2.609 [1.522, 4.473] 24.0 1628.0 468.0 32.0 0.603
43 Diagnosis:Measurement of serum lipid level (procedure) sid:271244005 412989000[count>0] 0.002 3.045 [1.751, 5.295] 21.0 1751.0 345.0 35.0 0.605
44 Diagnosis:Increased lipid (finding) sid:124042003 166816003[count>0] 0.002 2.943 [1.693, 5.115] 21.0 1741.0 355.0 35.0 0.603
45 Diagnosis:Disorder of neck sid:118939000 186414001[count>2] 0.002 0.189 [0.046, 0.777] 2.0 1752.0 344.0 54.0 0.436
46 Diagnosis:Disorder of endocrine gonad (disorder) sid:127345001 237786003[count>0] 0.002 0.247 [0.089, 0.688] 4.0 1599.0 497.0 52.0 0.417
47 Lab:Potassium [Moles/volume] in Serum or Plasma 2823-3[normedValue_sd_between_-0.5,0.5] 0.002 0.118 [0.016, 0.856] 1.0 1816.0 280.0 55.0 0.442
48 Diagnosis:Genital observation sid:300479008 249230006[count>2] 0.002 2.448 [1.193, 5.025] 47.0 669.0 1427.0 9.0 0.579
49 Diagnosis:Lipids measurement (procedure) sid:104780002 104593005[count>0] 0.002 2.943 [1.693, 5.115] 21.0 1741.0 355.0 35.0 0.603
50 Diagnosis:Bipolar disorder, unspecified F31.9[count>0] 0.002 68.399 [15.915, 293.959] 5.0 2093.0 3.0 51.0 0.544
51 Diagnosis:Procedure with a clinical finding focus sid:408767007 10029008[count>2] 0.002 3.680 [2.067, 6.552] 18.0 1857.0 239.0 38.0 0.604
52 Diagnosis:Disorder of endocrine ovary (disorder) sid:37102008 237799000[count>0] 0.002 0.247 [0.089, 0.688] 4.0 1599.0 497.0 52.0 0.417
53 Diagnosis:Finding of serum lipid levels sid:365798004 166816003[count>0] 0.002 3.045 [1.751, 5.295] 21.0 1751.0 345.0 35.0 0.605
54 Diagnosis:Disorder of steroid metabolism (disorder) sid:28710006 190512008[count>2] 0.002 0.000 [0.000, 0.000] 0.0 1888.0 208.0 56.0 0.450
55 Diagnosis:Finding of cardiovascular measurement sid:366157005 366158000[count>0] 0.002 3.716 [2.087, 6.615] 18.0 1859.0 237.0 38.0 0.604
56 ProcedureCPT:Other OR therapeutic procedures on musculoskeletal system [164.]ccs group14.17 76.09[count>2] 0.002 7.449 [1.026, 54.064] 55.0 250.0 1846.0 1.0 0.551
57 Diagnosis:Observation of small intestine sid:118435004 102623009[count>0] 0.002 3.564 [1.842, 6.893] 12.0 1947.0 149.0 44.0 0.572
58 Diagnosis:Gynecological endocrinology disorder (disorder) sid:237786003 237793004[count>2] 0.002 0.000 [0.000, 0.000] 0.0 1888.0 208.0 56.0 0.450
59 Diagnosis:Finding of head and neck region (finding) sid:118254002 298378000[count>10] 0.002 0.140 [0.019, 1.016] 1.0 1855.0 241.0 55.0 0.451