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2_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Lab:Creatinine [Mass/volume] in Serum or Plasma 2160-0[normedValue_sd_between_3,10] 0.007 3.084 [2.386, 3.987] 99.0 5101.0 952.0 172.0 0.604
1 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>0] 0.005 3.282 [2.498, 4.312] 80.0 5368.0 685.0 191.0 0.591
2 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>0] 0.004 3.365 [2.561, 4.422] 80.0 5383.0 670.0 191.0 0.592
3 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>2] 0.004 3.759 [2.796, 5.054] 64.0 5593.0 460.0 207.0 0.580
4 Diagnosis:Arthralgia of the pelvic region and thigh (finding) sid:267952008 703619001[count>2] 0.003 0.061 [0.008, 0.433] 1.0 5704.0 349.0 270.0 0.473
5 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>2] 0.003 3.813 [2.835, 5.127] 64.0 5599.0 454.0 207.0 0.581
6 ProcedureCPT:Pathology ccs group 234 0001U[count>2] 0.003 0.182 [0.067, 0.490] 4.0 5592.0 461.0 267.0 0.469
7 Lab:Glomerular filtration rate/1.73 sq M predicted among non-blacks [Volume Rate/Area] in Serum or Plasma by Creatinine-based formula (MDRD) 48642-3[normedValue_sd_between_-10,-3] 0.003 4.819 [3.211, 7.233] 31.0 5895.0 158.0 240.0 0.544
8 Diagnosis:Disorder of uterus (disorder) sid:12337004 198315005[count>0] 0.003 0.000 [0.000, 0.000] 0.0 5821.0 232.0 271.0 0.481
9 Diagnosis:CKD stage 4 sid:431857002 721000119107[count>10] 0.003 3.822 [2.603, 5.610] 34.0 5834.0 219.0 237.0 0.545
10 Diagnosis:Imaging result abnormal sid:408574004 169255008[count>0] 0.003 0.063 [0.009, 0.449] 1.0 5716.0 337.0 270.0 0.474
11 Diagnosis:Chronic disease of genitourinary system (disorder) sid:128290005 10194007[count>10] 0.003 1.875 [1.455, 2.417] 100.0 4614.0 1439.0 171.0 0.566
12 Diagnosis:Pain in left hip M25.552[count>2] 0.003 0.064 [0.009, 0.456] 1.0 5721.0 332.0 270.0 0.474
13 Diagnosis:Disorder of kidney and/or ureter sid:443820000 236591007[count>10] 0.002 1.829 [1.433, 2.334] 132.0 3984.0 2069.0 139.0 0.573
14 ProcedureCPT:Pathology ccs group 234 0001U[count>0] 0.002 0.178 [0.073, 0.434] 5.0 5476.0 577.0 266.0 0.462
15 Lab:Urea nitrogen [Mass/volume] in Serum or Plasma 3094-0[normedValue_sd_between_0.5,1] 0.002 0.269 [0.126, 0.573] 7.0 5510.0 543.0 264.0 0.468
16 Diagnosis:Pain in unspecified hip M25.559[count>2] 0.002 0.067 [0.009, 0.482] 1.0 5738.0 315.0 270.0 0.476
17 Diagnosis:Renal dysfunction sid:236423003 236424009[count>10] 0.002 1.927 [1.506, 2.466] 118.0 4323.0 1730.0 153.0 0.575
18 Diagnosis:Trunk implantation (procedure) sid:119585002 119775001[count>10] 0.002 5.207 [3.227, 8.400] 22.0 5952.0 101.0 249.0 0.532
19 Lab:Creatinine [Mass/volume] in Serum or Plasma 2160-0[normedValue_sd_between_-0.5,0.5] 0.002 0.140 [0.052, 0.377] 4.0 5467.0 586.0 267.0 0.459
20 ProcedureCPT:234 Pathology 80500[count>0] 0.002 0.178 [0.073, 0.434] 5.0 5476.0 577.0 266.0 0.462
21 Diagnosis:Kidney observation sid:249578005 102799005[count>10] 0.002 1.798 [1.408, 2.295] 131.0 3981.0 2072.0 140.0 0.571
22 Diagnosis:Pain in left hip M25.552[count>0] 0.002 0.084 [0.021, 0.340] 2.0 5562.0 491.0 269.0 0.463
23 Diagnosis:Arthralgia of the pelvic region and thigh (finding) sid:267952008 703619001[count>0] 0.002 0.164 [0.061, 0.441] 4.0 5545.0 508.0 267.0 0.465
24 ProcedureCPT:234 Pathology 80500[count>2] 0.002 0.182 [0.067, 0.490] 4.0 5592.0 461.0 267.0 0.469
25 Diagnosis:Retroperitoneal compartment structure sid:82849001 243984005[count>10] 0.002 1.846 [1.447, 2.357] 133.0 3977.0 2076.0 138.0 0.574
26 Diagnosis:Pain in right hip M25.551[count>0] 0.002 0.167 [0.062, 0.451] 4.0 5556.0 497.0 267.0 0.466
27 Diagnosis:Chronic kidney disease, stage 4 (severe) N18.4[count>10] 0.002 3.804 [2.591, 5.583] 34.0 5833.0 220.0 237.0 0.545
28 Diagnosis:Body of uterus structure sid:23952005 245485002[count>0] 0.002 0.000 [0.000, 0.000] 0.0 5845.0 208.0 271.0 0.483
29 Diagnosis:Pain in unspecified hip M25.559[count>0] 0.002 0.172 [0.064, 0.464] 4.0 5568.0 485.0 267.0 0.467
30 Diagnosis:Implantation - action (qualifier value) sid:129336009 10311005[count>10] 0.002 2.993 [1.993, 4.496] 29.0 5820.0 233.0 242.0 0.534
31 Diagnosis:Chronic kidney disease, unspecified N18.9[count>10] 0.002 3.254 [2.163, 4.896] 29.0 5838.0 215.0 242.0 0.536
32 Diagnosis:Pain in right hip M25.551[count>2] 0.002 0.065 [0.009, 0.464] 1.0 5726.0 327.0 270.0 0.475
33 Diagnosis:Hemorrhage of anus and rectum K62.5[count>0] 0.002 4.030 [2.407, 6.749] 18.0 5948.0 105.0 253.0 0.525
34 Lab:Hematocrit [Volume Fraction] of Blood by Automated count 4544-3[normedValue_sd_between_-0.5,0.5] 0.002 0.512 [0.352, 0.744] 32.0 4798.0 1255.0 239.0 0.455
35 Diagnosis:Procedure on digestive organ (procedure) sid:118821005 107957009[count>10] 0.002 4.337 [2.546, 7.386] 17.0 5961.0 92.0 254.0 0.524
36 Diagnosis:Family history of neoplasm (situation) sid:266883004 297247000[count>2] 0.002 0.000 [0.000, 0.000] 0.0 5827.0 226.0 271.0 0.481
37 Diagnosis:Grafting sid:129407005 172155003[count>10] 0.001 4.661 [2.768, 7.848] 18.0 5962.0 91.0 253.0 0.526
38 Diagnosis:Urinary system disorder sid:128606002 231860006[count>10] 0.001 1.660 [1.301, 2.119] 139.0 3704.0 2349.0 132.0 0.562
39 Diagnosis:Solid organ transplant (procedure) sid:313039003 18027006[count>10] 0.001 4.656 [2.588, 8.376] 14.0 5983.0 70.0 257.0 0.520
40 Diagnosis:Family history of malignant neoplasm of digestive organs Z80.0[count>0] 0.001 0.000 [0.000, 0.000] 0.0 5868.0 185.0 271.0 0.485
41 Lab:Carbon dioxide, total [Moles/volume] in Serum or Plasma 2028-9[normedValue_sd_between_-3,-1] 0.001 2.241 [1.591, 3.156] 42.0 5595.0 458.0 229.0 0.540
42 Diagnosis:Procedure on liver (procedure) sid:118822003 265437009[count>10] 0.001 4.656 [2.588, 8.376] 14.0 5983.0 70.0 257.0 0.520
43 Diagnosis:Observation of sensation of skeletal muscle sid:298287007 68962001[count>2] 0.001 0.284 [0.116, 0.692] 5.0 5677.0 376.0 266.0 0.478
44 Diagnosis:Renal structure sid:64033007 181414000[count>10] 0.001 1.798 [1.408, 2.295] 131.0 3981.0 2072.0 140.0 0.571
45 Diagnosis:Abdominal organ observation sid:249561001 300357002[count>10] 0.001 1.627 [1.267, 2.090] 168.0 3023.0 3030.0 103.0 0.560
46 Lab:Urate [Mass/volume] in Serum or Plasma 3084-1[normedValue_sd_between_1,3] 0.001 2.415 [1.681, 3.469] 37.0 5681.0 372.0 234.0 0.538
47 Diagnosis:Percutaneous approach - access sid:103388001 173506005[count>2] 0.001 0.278 [0.103, 0.750] 4.0 5743.0 310.0 267.0 0.482
48 Diagnosis:Glomerulopathy sid:197679002 197738008[count>0] 0.001 3.928 [2.378, 6.488] 19.0 5939.0 114.0 252.0 0.526
49 Diagnosis:Uninary function finding sid:106098005 106099002[count>10] 0.001 1.709 [1.338, 2.183] 150.0 3508.0 2545.0 121.0 0.567
50 Diagnosis:Radiology result abnormal (finding) sid:168501001 168542003[count>0] 0.001 0.066 [0.009, 0.474] 1.0 5733.0 320.0 270.0 0.475
51 Diagnosis:Disorder of kidney sid:90708001 106000008[count>10] 0.001 1.853 [1.452, 2.365] 133.0 3982.0 2071.0 138.0 0.574
52 Lab:Lactate dehydrogenase [Enzymatic activity/volume] in Serum or Plasma 2532-0[normedValue_sd_between_-0.5,0.5] 0.001 2.282 [1.658, 3.140] 50.0 5507.0 546.0 221.0 0.547
53 Diagnosis:Glaucoma secondary to eye trauma, bilateral, stage unspecified H40.33X0[count>2] 0.001 6.050 [3.167, 11.560] 12.0 6007.0 46.0 259.0 0.518
54 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 0.393 [0.228, 0.677] 14.0 5316.0 737.0 257.0 0.465
55 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_-10,-3] 0.001 6.351 [3.817, 10.568] 20.0 5978.0 75.0 251.0 0.531
56 Diagnosis:Disorder of retroperitoneal compartment sid:734045002 16409009[count>10] 0.001 1.777 [1.392, 2.268] 130.0 3985.0 2068.0 141.0 0.569
57 Diagnosis:Chronic pain (finding) sid:82423001 102481003[count>0] 0.001 0.237 [0.088, 0.640] 4.0 5693.0 360.0 267.0 0.478
58 Diagnosis:Cervical spondylosis with myelopathy (disorder) sid:65260001 202683005[count>0] 0.001 7.744 [3.982, 15.059] 12.0 6017.0 36.0 259.0 0.519
59 Diagnosis:Disorder of carbohydrate metabolism (disorder) sid:20957000 237597000[count>0] 0.001 1.497 [1.163, 1.927] 172.0 2802.0 3251.0 99.0 0.549