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41_weights_forecast.md

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index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 demographics_age[between_60_and_70] 0.552 2.106 [1.868, 2.375] 411.0 1302655.0 332695.0 764.0 0.573
1 demographics_GENDER_Female -0.488 0.370 [0.329, 0.416] 480.0 570355.0 1064995.0 695.0 0.379
2 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] -0.478 0.791 [0.662, 0.946] 137.0 1401554.0 233796.0 1038.0 0.487
3 demographics_age[between_70_and_80] 0.477 2.745 [2.418, 3.116] 333.0 1429393.0 205957.0 842.0 0.579
4 Diagnosis:Kidney observation sid:249578005 102799005[count>0] 0.391 4.485 [3.865, 5.205] 212.0 1558835.0 76515.0 963.0 0.567
5 Diagnosis:Disorder of the genitourinary system sid:42030000 175176000[count>0] 0.238 2.474 [2.197, 2.786] 430.0 1325999.0 309351.0 745.0 0.588
6 Diagnosis:© 2002-2018 International Health Terminology Standards Development Organisation (IHTSDO). All rights reserved. SNOMED CT®, was originally created by The College of American Pathologists. "SNOMED" and "SNOMED CT" are registered trademarks of the IHTSDO. sid:138875005 254291000[count>2] -0.225 0.738 [0.644, 0.845] 906.0 293790.0 1341560.0 269.0 0.475
7 Diagnosis:Disorder of abdominal segment of trunk sid:609618002 118948005[count>0] 0.204 2.244 [2.001, 2.516] 572.0 1149427.0 485923.0 603.0 0.595
8 Diagnosis:Malignant neoplasm sid:363346000 255056009[count>0] 0.197 2.045 [1.802, 2.321] 336.0 1367513.0 267837.0 839.0 0.561
9 Diagnosis:Administrative statuses (finding) sid:307824009 185391001[count>0] -0.158 0.774 [0.690, 0.869] 508.0 824517.0 810833.0 667.0 0.468
10 demographics_age[between_30_and_40] -0.126 0.183 [0.123, 0.272] 25.0 1461494.0 173856.0 1150.0 0.457
11 demographics_age[between_40_and_50] -0.103 0.307 [0.237, 0.397] 61.0 1387599.0 247751.0 1114.0 0.450
12 Diagnosis:In the past sid:410513005 6493001[count>0] 0.068 1.866 [1.641, 2.121] 323.0 1359145.0 276205.0 852.0 0.553
13 Diagnosis:Essential (primary) hypertension I10[count>0] 0.064 2.084 [1.845, 2.354] 388.0 1322500.0 312850.0 787.0 0.569
14 Diagnosis:Blood pressure elevation sid:24184005 18050000[count>2] 0.058 2.105 [1.847, 2.398] 306.0 1400964.0 234386.0 869.0 0.559
15 demographics_RACE_White 0.049 1.473 [1.295, 1.676] 858.0 576321.0 1059029.0 317.0 0.541
16 Diagnosis:Finding of abdomen (finding) sid:609624008 118948005[count>2] 0.045 2.091 [1.851, 2.362] 385.0 1326264.0 309086.0 790.0 0.569
17 Diagnosis:Malignant neoplasm of primary, secondary, or uncertain origin sid:367651003 14799000[count>0] 0.035 2.904 [2.514, 3.354] 230.0 1508873.0 126477.0 945.0 0.559
18 Diagnosis:Uninary function finding sid:106098005 106099002[count>0] 0.034 3.136 [2.764, 3.558] 339.0 1448106.0 187244.0 836.0 0.587
19 Diagnosis:Assessment sid:129265001 185469009[count>0] -0.033 0.638 [0.562, 0.725] 332.0 1011266.0 624084.0 843.0 0.450
20 Diagnosis:Disorder of connective tissue sid:105969002 200936003[count>0] 0.032 1.282 [1.121, 1.467] 277.0 1318255.0 317095.0 898.0 0.521
21 Diagnosis:Abdominal mass (finding) sid:271860004 300404004[count>0] 0.028 2.863 [2.493, 3.289] 256.0 1490364.0 144986.0 919.0 0.565
22 Diagnosis:In the past sid:410513005 6493001[count>2] 0.016 2.178 [1.881, 2.521] 221.0 1478101.0 157249.0 954.0 0.546