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26_weights_forecast.md

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index variable beta coef unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Mental disorder (disorder) sid:74732009 192616009[count>0] 1.348 11.854 [10.227, 13.739] 387.0 1491562.0 149835.0 325.0 0.726
1 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] 0.471 4.278 [3.685, 4.966] 296.0 1407317.0 234080.0 416.0 0.637
2 Diagnosis:Disorder of affect sid:46206005 13746004[count>0] 0.380 13.509 [11.578, 15.762] 249.0 1578554.0 62843.0 463.0 0.656
3 Diagnosis:Clinical imaging sid:363679005 169283005[count>0] -0.368 0.328 [0.249, 0.433] 54.0 1313256.0 328141.0 658.0 0.438
4 Diagnosis:Mental state, behavior and/or psychosocial functioning observations sid:384821006 284465006[count>0] 0.349 5.859 [5.052, 6.795] 309.0 1451449.0 189948.0 403.0 0.659
5 Diagnosis:Mental state, behaviour / psychosocial function observable sid:363870007 165314000[count>0] 0.313 5.859 [5.052, 6.795] 309.0 1451449.0 189948.0 403.0 0.659
6 Diagnosis:Observation of head region sid:298364001 76549002[count>0] -0.298 0.730 [0.557, 0.957] 57.0 1466610.0 174787.0 655.0 0.487
7 demographics_age[between_60_and_70] -0.265 0.459 [0.361, 0.583] 75.0 1306058.0 335339.0 637.0 0.451
8 Diagnosis:Prevention status (finding) sid:243815002 243876005[count>0] -0.176 0.498 [0.409, 0.606] 119.0 1169863.0 471534.0 593.0 0.440
9 Diagnosis:Disorder of lipoprotein storage and metabolism (disorder) sid:238037008 238090007[count>0] -0.174 0.670 [0.542, 0.829] 99.0 1322710.0 318687.0 613.0 0.472
10 ProcedureCPT:Hysterectomy; abdominal and vaginal [124.]ccs group12.5 68.4[count>2] -0.162 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
11 Diagnosis:Drug sid:410942007 259656004[count>0] 0.143 3.411 [2.841, 4.096] 144.0 1527851.0 113546.0 568.0 0.567
12 Diagnosis:Chronic course - prolonged duration sid:90734009 263730007[count>0] 0.143 2.860 [2.440, 3.352] 221.0 1418209.0 223188.0 491.0 0.587
13 ProcedureCPT:Appendectomy [80.]ccs group9.12 47.0[count>0] -0.140 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
14 Diagnosis:Nervous system finding sid:102957003 106144008[count>2] 0.134 2.084 [1.794, 2.421] 286.0 1241450.0 399947.0 426.0 0.579
15 demographics_RACE_White -0.119 0.724 [0.624, 0.840] 407.0 577182.0 1064215.0 305.0 0.462
16 Diagnosis:Laboratory test (procedure) sid:15220000 103766003[count>0] -0.118 0.730 [0.599, 0.888] 119.0 1287336.0 354061.0 593.0 0.476
17 Diagnosis:Neoplasm and/or hamartoma sid:400177003 108369006[count>0] -0.087 0.524 [0.408, 0.674] 67.0 1369973.0 271424.0 645.0 0.464
18 ProcedureCPT:Gastrostomy; temporary and permanent [71.]ccs group9.3 43.1[count>0] -0.061 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
19 ProcedureCPT:Other OR gastrointestinal therapeutic procedures [99.]ccs group9.31 17.63[count>2] -0.056 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
20 ProcedureCPT:Laboratory - Chemistry and Hematology ccs group 233 0002U[count>2] 0.052 2.616 [2.237, 3.060] 233.0 1384078.0 257319.0 479.0 0.585
21 Diagnosis:Lesion sid:52988006 26506001[count>2] -0.028 1.038 [0.877, 1.228] 182.0 1233334.0 408063.0 530.0 0.504
22 Diagnosis:Pelvic and perineal pain R10.2[count>0] 0.027 2.873 [2.176, 3.792] 54.0 1595808.0 45589.0 658.0 0.524
23 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>2] 0.022 4.833 [4.132, 5.654] 232.0 1492169.0 149228.0 480.0 0.617
24 Diagnosis:Disorder of brain sid:81308009 230377009[count>0] 0.021 3.761 [3.148, 4.495] 155.0 1528326.0 113071.0 557.0 0.574
25 Diagnosis:Administrative statuses (finding) sid:307824009 185391001[count>0] -0.014 0.771 [0.665, 0.894] 307.0 827702.0 813695.0 405.0 0.468
26 Lab:Basophils/100 leukocytes in Blood 30180-4[normedValue_sd_between_-0.5,0.5] 0.008 2.759 [2.289, 3.326] 136.0 1512001.0 129396.0 576.0 0.556
27 demographics_GENDER_Female -0.005 0.667 [0.576, 0.774] 394.0 574642.0 1066755.0 318.0 0.452
28 ProcedureCPT:Other OR gastrointestinal therapeutic procedures [99.]ccs group9.31 17.63[count>0] -0.002 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
29 ProcedureCPT:Other non-OR therapeutic procedures; female organs [131.]ccs group12.12 67.0[count>0] -0.001 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
30 ProcedureCPT:Gastrectomy; partial and total [74.]ccs group9.6 43.5[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
31 ProcedureCPT:Procedures on spleen [66.]ccs group8.3 41.1[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
32 ProcedureCPT:Other OR therapeutic procedures; male genital [118.]ccs group11.6 64.97[count>2] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
33 ProcedureCPT:Procedures on the urethra [109.]ccs group10.8 58.0[count>2] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
34 ProcedureCPT:Lobectomy or pneumonectomy [36.]ccs group6.3 32.20[count>2] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
35 ProcedureCPT:Forceps; vacuum; and breech delivery [135.]ccs group13.3 72.1[count>2] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
36 ProcedureCPT:Oophorectomy; unilateral and bilateral [119.]ccs group12.1 65.3[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
37 ProcedureCPT:Other non-OR therapeutic procedures; male genital [117.]ccs group11.5 60.71[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
38 ProcedureCPT:Other OR gastrointestinal therapeutic procedures [99.]ccs group9.31 17.63[count>10] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
39 ProcedureCPT:Bone marrow transplant [64.]ccs group8.1 41.0[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
40 ProcedureCPT:Lobectomy or pneumonectomy [36.]ccs group6.3 32.20[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
41 ProcedureCPT:Procedures on the urethra [109.]ccs group10.8 58.0[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
42 ProcedureCPT:Other excision of cervix and uterus [125.]ccs group12.6 67.2[count>0] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446
43 ProcedureCPT:Other OR upper GI therapeutic procedures [94.]ccs group9.26 42.01[count>2] -0.000 0.485 [0.409, 0.576] 541.0 218269.0 1423128.0 171.0 0.446