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30_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Damage (morphologic abnormality) sid:37782003 19130008[count>0] 0.005 0.000 [0.000, 0.000] 0.0 799.0 541.0 24.0 0.298
1 Diagnosis:Neoplasm of liver (disorder) sid:126851005 92186001[count>0] 0.005 11.513 [4.527, 29.277] 18.0 1063.0 277.0 6.0 0.772
2 Diagnosis:Cancer metastatic to digestive organs sid:275266006 94185003[count>0] 0.004 10.910 [4.291, 27.737] 18.0 1051.0 289.0 6.0 0.767
3 Diagnosis:Liver mass (finding) sid:300332007 126851005[count>0] 0.003 8.929 [3.515, 22.679] 18.0 1003.0 337.0 6.0 0.749
4 Diagnosis:Cancer metastatic to intra-abdominal organs sid:94348003 94360002[count>0] 0.003 12.841 [4.755, 34.673] 19.0 1034.0 306.0 5.0 0.782
5 Diagnosis:Measurement finding outside reference range (finding) sid:442096005 274852001[count>0] 0.003 0.107 [0.045, 0.254] 8.0 237.0 1103.0 16.0 0.255
6 Diagnosis:Other hyperlipidemia E78.4[count>2] 0.003 0.064 [0.009, 0.477] 1.0 799.0 541.0 23.0 0.319
7 Diagnosis:Injury sid:417163006 417746004[count>0] 0.003 0.000 [0.000, 0.000] 0.0 815.0 525.0 24.0 0.304
8 Diagnosis:Disorder of lipid and lipoprotein metabolism sid:48286001 238017009[count>10] 0.003 0.000 [0.000, 0.000] 0.0 930.0 410.0 24.0 0.347
9 Diagnosis:Other specified diabetes mellitus without complications E13.9[count>2] 0.003 0.000 [0.000, 0.000] 0.0 899.0 441.0 24.0 0.335
10 Diagnosis:Neoplasm of digestive system (disorder) sid:128348002 254532005[count>0] 0.003 10.243 [3.040, 34.508] 21.0 796.0 544.0 3.0 0.735
11 Diagnosis:Serum lipids high (finding) sid:166816003 166830008[count>2] 0.003 0.063 [0.008, 0.468] 1.0 793.0 547.0 23.0 0.317
12 Diagnosis:MD - Metabolic disorders sid:75934005 106000008[count>10] 0.003 0.129 [0.044, 0.380] 4.0 526.0 814.0 20.0 0.280
13 Diagnosis:Traumatic and/or non-traumatic injury of anatomical site (disorder) sid:609411003 127294003[count>0] 0.003 0.000 [0.000, 0.000] 0.0 881.0 459.0 24.0 0.329
14 Diagnosis:Chronic disease (disorder) sid:27624003 177010002[count>10] 0.003 0.000 [0.000, 0.000] 0.0 969.0 371.0 24.0 0.362
15 Diagnosis:Secondary malignant neoplasm of liver and intrahepatic bile duct C78.7[count>0] 0.003 11.155 [4.387, 28.363] 18.0 1056.0 284.0 6.0 0.769
16 Diagnosis:Cancer metastatic to liver sid:94381002 285613005[count>0] 0.003 9.448 [3.879, 23.012] 17.0 1066.0 274.0 7.0 0.752
17 Diagnosis:Malignant tumor of digestive organ (disorder) sid:255077007 109821008[count>0] 0.003 5.973 [2.355, 15.153] 18.0 892.0 448.0 6.0 0.708
18 Diagnosis:Lipids measurement (procedure) sid:104780002 104593005[count>0] 0.003 0.171 [0.063, 0.460] 5.0 527.0 813.0 19.0 0.301
19 Diagnosis:Finding of serum lipid levels sid:365798004 166816003[count>2] 0.003 0.063 [0.008, 0.468] 1.0 793.0 547.0 23.0 0.317
20 Diagnosis:Neoplasm of intra-abdominal organs (disorder) sid:126643005 126820003[count>0] 0.003 11.033 [2.584, 47.106] 22.0 671.0 669.0 2.0 0.709
21 Diagnosis:Secondary malignant neoplasm of trunk (disorder) sid:94649002 94575006[count>0] 0.003 8.786 [2.986, 25.854] 20.0 854.0 486.0 4.0 0.735
22 Diagnosis:Malignant neoplasm of intraabdominal organ sid:448882009 363353009[count>0] 0.003 7.570 [2.573, 22.272] 20.0 807.0 533.0 4.0 0.718
23 Diagnosis:Disorder of lipoprotein storage and metabolism (disorder) sid:238037008 238090007[count>0] 0.003 0.171 [0.063, 0.460] 5.0 527.0 813.0 19.0 0.301
24 Diagnosis:Measurement procedure (procedure) sid:122869004 169267005[count>2] 0.003 0.140 [0.058, 0.340] 7.0 340.0 1000.0 17.0 0.273
25 Diagnosis:Outside reference range sid:394844007 281300000[count>0] 0.003 0.101 [0.043, 0.240] 8.0 226.0 1114.0 16.0 0.251
26 Diagnosis:Measurement procedure (procedure) sid:122869004 169267005[count>0] 0.003 0.121 [0.052, 0.280] 9.0 225.0 1115.0 15.0 0.271
27 Diagnosis:Lipids abnormal (finding) sid:166818002 124042003[count>10] 0.003 0.000 [0.000, 0.000] 0.0 939.0 401.0 24.0 0.350
28 Diagnosis:Laboratory test (procedure) sid:15220000 103766003[count>0] 0.002 0.151 [0.059, 0.382] 6.0 417.0 923.0 18.0 0.281
29 Diagnosis:Chronic course - prolonged duration sid:90734009 263730007[count>10] 0.002 0.000 [0.000, 0.000] 0.0 952.0 388.0 24.0 0.355
30 Diagnosis:Disorder of kidney sid:90708001 106000008[count>2] 0.002 0.000 [0.000, 0.000] 0.0 928.0 412.0 24.0 0.346
31 Diagnosis:Measurement finding above reference range (finding) sid:442756004 166975007[count>2] 0.002 0.204 [0.080, 0.516] 6.0 508.0 832.0 18.0 0.315
32 Diagnosis:Lesion of liver (finding) sid:300331000 300332007[count>0] 0.002 9.172 [2.723, 30.900] 21.0 760.0 580.0 3.0 0.721
33 Diagnosis:Structure of urinary tract proper sid:431938005 431491007[count>0] 0.002 0.080 [0.011, 0.594] 1.0 868.0 472.0 23.0 0.345
34 Diagnosis:Finding of serum lipid levels sid:365798004 166816003[count>0] 0.002 0.086 [0.020, 0.367] 2.0 651.0 689.0 22.0 0.285
35 Diagnosis:Finding of lipid level sid:365791005 365793008[count>10] 0.002 0.000 [0.000, 0.000] 0.0 939.0 401.0 24.0 0.350
36 Diagnosis:Disorder of kidney sid:90708001 106000008[count>0] 0.002 0.124 [0.029, 0.529] 2.0 773.0 567.0 22.0 0.330
37 Diagnosis:Measurement finding (finding) sid:118245000 107651007[count>0] 0.002 0.125 [0.054, 0.289] 9.0 231.0 1109.0 15.0 0.274
38 Diagnosis:Measurement finding (finding) sid:118245000 107651007[count>2] 0.002 0.146 [0.060, 0.354] 7.0 350.0 990.0 17.0 0.276
39 Diagnosis:Malignant neoplasm of abdomen (disorder) sid:188366002 188234005[count>0] 0.002 7.191 [2.135, 24.222] 21.0 679.0 661.0 3.0 0.691
40 Diagnosis:Serum lipids high (finding) sid:166816003 166830008[count>0] 0.002 0.086 [0.020, 0.367] 2.0 651.0 689.0 22.0 0.285
41 Diagnosis:Procedure on body system (procedure) sid:118664000 284366008[count>0] 0.002 0.084 [0.011, 0.624] 1.0 883.0 457.0 23.0 0.350
42 Diagnosis:Measurement of serum lipid level (procedure) sid:271244005 412989000[count>0] 0.002 0.086 [0.020, 0.367] 2.0 651.0 689.0 22.0 0.285
43 Diagnosis:Disorder of lipid and lipoprotein metabolism sid:48286001 238017009[count>0] 0.002 0.171 [0.063, 0.460] 5.0 527.0 813.0 19.0 0.301
44 Diagnosis:Above reference range (qualifier value) sid:281302008 165454002[count>0] 0.002 0.158 [0.065, 0.385] 7.0 372.0 968.0 17.0 0.285
45 Diagnosis:Measurement of serum lipid level (procedure) sid:271244005 412989000[count>2] 0.002 0.063 [0.008, 0.468] 1.0 793.0 547.0 23.0 0.317
46 ProcedureCPT:automated, with microscopy 81001[count>2] 0.002 0.000 [0.000, 0.000] 0.0 1043.0 297.0 24.0 0.389
47 Diagnosis:Malignant neoplasm of liver (disorder) sid:93870000 254601002[count>0] 0.002 9.448 [3.879, 23.012] 17.0 1066.0 274.0 7.0 0.752
48 Diagnosis:Finding of pelvic region of trunk sid:609625009 124734007[count>0] 0.002 0.191 [0.079, 0.465] 7.0 425.0 915.0 17.0 0.304
49 Diagnosis:Chronic course - prolonged duration sid:90734009 263730007[count>2] 0.002 0.147 [0.044, 0.494] 3.0 679.0 661.0 21.0 0.316
50 Diagnosis:Body weight measure (observable entity) sid:363808001 248347000[count>0] 0.002 0.000 [0.000, 0.000] 0.0 1004.0 336.0 24.0 0.375
51 Diagnosis:Measurement procedure (procedure) sid:122869004 169267005[count>10] 0.002 0.114 [0.034, 0.384] 3.0 595.0 745.0 21.0 0.285
52 Diagnosis:Mass of digestive structure (finding) sid:300855001 248523006[count>0] 0.002 7.984 [2.370, 26.895] 21.0 714.0 626.0 3.0 0.704
53 Diagnosis:Measurement finding (finding) sid:118245000 107651007[count>10] 0.002 0.117 [0.035, 0.394] 3.0 603.0 737.0 21.0 0.287
54 Diagnosis:Structure of pelvic region of trunk sid:609617007 90264002[count>2] 0.002 0.145 [0.049, 0.428] 4.0 564.0 776.0 20.0 0.294
55 Diagnosis:Outside reference range sid:394844007 281300000[count>2] 0.002 0.142 [0.058, 0.345] 7.0 343.0 997.0 17.0 0.274
56 Diagnosis:Disorder of lipoprotein storage and metabolism (disorder) sid:238037008 238090007[count>10] 0.002 0.000 [0.000, 0.000] 0.0 939.0 401.0 24.0 0.350
57 Diagnosis:Finding of pelvic region of trunk sid:609625009 124734007[count>2] 0.002 0.147 [0.050, 0.432] 4.0 567.0 773.0 20.0 0.295
58 Diagnosis:Kidney observation sid:249578005 102799005[count>0] 0.002 0.127 [0.030, 0.542] 2.0 781.0 559.0 22.0 0.333
59 Diagnosis:Procedure on organ (procedure) sid:118717007 229931005[count>0] 0.002 0.091 [0.012, 0.677] 1.0 907.0 433.0 23.0 0.359