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1_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>0] 0.007 4.791 [3.527, 6.507] 81.0 3113.0 516.0 102.0 0.650
1 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>2] 0.006 4.669 [3.388, 6.434] 65.0 3246.0 383.0 118.0 0.625
2 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>0] 0.006 4.706 [3.465, 6.390] 81.0 3105.0 524.0 102.0 0.649
3 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>2] 0.005 4.669 [3.388, 6.434] 65.0 3246.0 383.0 118.0 0.625
4 Diagnosis:Heart valve structure sid:17401000 181285005[count>10] 0.003 0.000 [0.000, 0.000] 0.0 3374.0 255.0 183.0 0.465
5 Diagnosis:Heart valve disorder (disorder) sid:368009 195002007[count>10] 0.002 0.000 [0.000, 0.000] 0.0 3414.0 215.0 183.0 0.470
6 Lab:Glomerular filtration rate/1.73 sq M predicted among blacks [Volume Rate/Area] in Serum or Plasma by Creatinine-based formula (MDRD) 48643-1[normedValue_sd_between_-3,-1] 0.002 2.851 [2.063, 3.941] 59.0 3110.0 519.0 124.0 0.590
7 Diagnosis:Chronic disease (disorder) sid:27624003 177010002[count>10] 0.002 1.938 [1.432, 2.623] 109.0 2062.0 1567.0 74.0 0.582
8 Diagnosis:Central nervous system observation sid:246556002 281668000[count>2] 0.002 0.336 [0.190, 0.594] 13.0 2956.0 673.0 170.0 0.443
9 Diagnosis:Occlusion of artery (disorder) sid:2929001 233980003[count>0] 0.002 0.197 [0.073, 0.535] 4.0 3260.0 369.0 179.0 0.460
10 Lab:Creatinine [Mass/volume] in Serum or Plasma 2160-0[normedValue_sd_between_3,10] 0.002 2.541 [1.869, 3.455] 72.0 2891.0 738.0 111.0 0.595
11 Diagnosis:Nonrheumatic aortic valve disorder, unspecified I35.9[count>0] 0.002 0.231 [0.095, 0.566] 5.0 3236.0 393.0 178.0 0.460
12 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>10] 0.002 3.739 [2.445, 5.719] 29.0 3455.0 174.0 154.0 0.555
13 Diagnosis:Acute disease of cardiovascular system (disorder) sid:128487001 127337006[count>2] 0.002 0.356 [0.222, 0.569] 20.0 2698.0 931.0 163.0 0.426
14 Lab:IgG [Mass/volume] in Serum or Plasma 2465-3[normedValue_sd_between_-0.5,0.5] 0.002 3.479 [2.179, 5.554] 23.0 3485.0 144.0 160.0 0.543
15 Diagnosis:Implantation - action (qualifier value) sid:129336009 10311005[count>10] 0.002 4.277 [2.663, 6.871] 23.0 3511.0 118.0 160.0 0.547
16 Diagnosis:Central nervous system (CNS) disease sid:23853001 230689003[count>2] 0.002 0.348 [0.201, 0.605] 14.0 2932.0 697.0 169.0 0.442
17 Diagnosis:Chronic renal disease sid:709044004 431855005[count>10] 0.002 1.939 [1.430, 2.629] 74.0 2688.0 941.0 109.0 0.573
18 Diagnosis:Central nervous system (CNS) disease sid:23853001 230689003[count>0] 0.002 0.373 [0.236, 0.592] 21.0 2694.0 935.0 162.0 0.429
19 Diagnosis:Structure of central nervous system sid:21483005 278199004[count>2] 0.002 0.336 [0.190, 0.594] 13.0 2956.0 673.0 170.0 0.443
20 Diagnosis:Type 2 diabetes mellitus with diabetic chronic kidney disease E11.22[count>10] 0.002 6.024 [3.327, 10.908] 15.0 3576.0 53.0 168.0 0.534
21 Diagnosis:Chronic kidney disease, unspecified N18.9[count>2] 0.002 2.066 [1.494, 2.856] 57.0 2977.0 652.0 126.0 0.566
22 Diagnosis:Viral hepatitis (disorder) sid:3738000 10295004[count>2] 0.002 3.611 [2.332, 5.591] 27.0 3463.0 166.0 156.0 0.551
23 Diagnosis:Inflamed joint (finding) sid:298160000 298161001[count>0] 0.002 0.202 [0.075, 0.548] 4.0 3268.0 361.0 179.0 0.461
24 Diagnosis:Observation of brain sid:299718000 106165002[count>0] 0.002 0.410 [0.250, 0.671] 18.0 2866.0 763.0 165.0 0.444
25 Diagnosis:Other specified diabetes mellitus with other diabetic kidney complication E13.29[count>2] 0.002 2.997 [1.931, 4.654] 26.0 3439.0 190.0 157.0 0.545
26 Diagnosis:Occlusion of cerebral artery with stroke (disorder) sid:9901000119100 9901000119100[count>0] 0.002 0.000 [0.000, 0.000] 0.0 3430.0 199.0 183.0 0.473
27 Diagnosis:Intracerebral vascular observation sid:250845006 297157005[count>2] 0.002 0.000 [0.000, 0.000] 0.0 3444.0 185.0 183.0 0.475
28 Diagnosis:Abscess morphology sid:44132006 116034001[count>2] 0.002 0.000 [0.000, 0.000] 0.0 3447.0 182.0 183.0 0.475
29 Diagnosis:History of thoracic surgery (situation) sid:15111000119100 161624007[count>0] 0.002 0.324 [0.165, 0.638] 9.0 3130.0 499.0 174.0 0.456
30 Diagnosis:Replacement - action (qualifier value) sid:282089006 360150000[count>0] 0.001 0.097 [0.014, 0.698] 1.0 3435.0 194.0 182.0 0.476
31 Lab:Platelet mean volume [Entitic volume] in Blood 28542-9[normedValue_sd_between_0.5,1] 0.001 0.160 [0.039, 0.647] 2.0 3394.0 235.0 181.0 0.473
32 Diagnosis:Trunk implantation (procedure) sid:119585002 119775001[count>10] 0.001 4.219 [2.518, 7.068] 19.0 3532.0 97.0 164.0 0.539
33 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>10] 0.001 3.762 [2.459, 5.755] 29.0 3456.0 173.0 154.0 0.555
34 Diagnosis:Chronic kidney disease due to type 2 diabetes mellitus (disorder) sid:771000119108 731000119105[count>2] 0.001 4.614 [2.778, 7.665] 20.0 3535.0 94.0 163.0 0.542
35 Lab:Glomerular filtration rate/1.73 sq M predicted among blacks [Volume Rate/Area] in Serum or Plasma by Creatinine-based formula (MDRD) 48643-1[normedValue_sd_between_-0.5,0.5] 0.001 0.275 [0.128, 0.588] 7.0 3170.0 459.0 176.0 0.456
36 Diagnosis:Tissue graft sid:119561005 129212008[count>10] 0.001 5.344 [3.159, 9.043] 19.0 3552.0 77.0 164.0 0.541
37 Diagnosis:Entire abdominal region sid:127946007 10046006[count>2] 0.001 3.824 [2.343, 6.241] 21.0 3510.0 119.0 162.0 0.541
38 Diagnosis:Solid organ transplant (procedure) sid:313039003 18027006[count>10] 0.001 5.311 [2.954, 9.548] 15.0 3569.0 60.0 168.0 0.533
39 Diagnosis:Occlusion of cerebral artery (disorder) sid:20059004 230704000[count>0] 0.001 0.071 [0.010, 0.510] 1.0 3369.0 260.0 182.0 0.467
40 Diagnosis:Cardiac implant in situ (finding) sid:703398004 441769002[count>2] 0.001 0.185 [0.068, 0.500] 4.0 3237.0 392.0 179.0 0.457
41 Diagnosis:Chronic hepatitis (disorder) sid:76783007 10295004[count>10] 0.001 5.644 [3.327, 9.574] 19.0 3556.0 73.0 164.0 0.542
42 Diagnosis:Chronic digestive system disorder (disorder) sid:128284006 109808001[count>10] 0.001 4.504 [2.682, 7.566] 19.0 3538.0 91.0 164.0 0.539
43 Diagnosis:History of cardiac surgery (situation) sid:161625008 399261000[count>0] 0.001 0.295 [0.144, 0.603] 8.0 3142.0 487.0 175.0 0.455
44 Diagnosis:Acute heart disease (disorder) sid:127337006 67189007[count>2] 0.001 0.405 [0.247, 0.663] 18.0 2859.0 770.0 165.0 0.443
45 Diagnosis:Inflammatory arthritis sid:3723001 239789002[count>0] 0.001 0.194 [0.072, 0.525] 4.0 3254.0 375.0 179.0 0.459
46 Diagnosis:Nonrheumatic aortic (valve) stenosis with insufficiency I35.2[count>0] 0.001 0.214 [0.087, 0.524] 5.0 3208.0 421.0 178.0 0.456
47 Diagnosis:Secondary hypertension (disorder) sid:31992008 28119000[count>2] 0.001 7.672 [3.781, 15.568] 11.0 3599.0 30.0 172.0 0.526
48 Diagnosis:Central nervous system observation sid:246556002 281668000[count>0] 0.001 0.398 [0.251, 0.632] 21.0 2738.0 891.0 162.0 0.435
49 Diagnosis:Operation on liver (procedure) sid:4974007 174439003[count>10] 0.001 5.311 [2.954, 9.548] 15.0 3569.0 60.0 168.0 0.533
50 Diagnosis:Renal dysfunction sid:236423003 236424009[count>10] 0.001 1.719 [1.274, 2.320] 82.0 2465.0 1164.0 101.0 0.564
51 Diagnosis:Occlusion of cerebral artery (disorder) sid:20059004 230704000[count>2] 0.001 0.000 [0.000, 0.000] 0.0 3459.0 170.0 183.0 0.477
52 Diagnosis:Implantation (procedure) sid:71861002 116369009[count>10] 0.001 3.096 [1.945, 4.928] 23.0 3468.0 161.0 160.0 0.541
53 Diagnosis:Chronic nephritic syndrome with unspecified morphologic changes N03.9[count>2] 0.001 3.303 [2.011, 5.425] 20.0 3499.0 130.0 163.0 0.537
54 Diagnosis:Chronic hepatitis (disorder) sid:76783007 10295004[count>2] 0.001 3.799 [2.352, 6.137] 22.0 3503.0 126.0 161.0 0.543
55 Diagnosis:Degenerative disorder (disorder) sid:362975008 111369005[count>0] 0.001 0.533 [0.395, 0.720] 79.0 1497.0 2132.0 104.0 0.422
56 Diagnosis:Hepatitis due to infection (disorder) sid:235862008 187197006[count>2] 0.001 3.322 [2.118, 5.209] 25.0 3464.0 165.0 158.0 0.546
57 Diagnosis:Viral hepatitis (disorder) sid:3738000 10295004[count>10] 0.001 3.777 [2.263, 6.303] 19.0 3521.0 108.0 164.0 0.537
58 Diagnosis:Chronic disease of genitourinary system (disorder) sid:128290005 10194007[count>10] 0.001 1.959 [1.445, 2.656] 74.0 2695.0 934.0 109.0 0.574
59 Diagnosis:Occlusion of artery (disorder) sid:2929001 233980003[count>2] 0.001 0.000 [0.000, 0.000] 0.0 3417.0 212.0 183.0 0.471