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19_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Wound observation sid:225552003 225551005[count>0] 0.004 0.238 [0.095, 0.597] 5.0 1693.0 612.0 58.0 0.407
1 Diagnosis:Open wound (morphologic abnormality) sid:59091005 19571008[count>0] 0.003 0.251 [0.100, 0.628] 5.0 1715.0 590.0 58.0 0.412
2 Diagnosis:Complication occurring during labour and delivery sid:199745000 199595002[count>0] 0.003 0.285 [0.140, 0.581] 9.0 1455.0 850.0 54.0 0.387
3 Diagnosis:Screening procedures sid:20135006 185528003[count>0] 0.003 0.397 [0.201, 0.784] 10.0 1562.0 743.0 53.0 0.418
4 Diagnosis:Second degree perineal laceration during delivery O70.1[count>0] 0.003 0.090 [0.012, 0.654] 1.0 1956.0 349.0 62.0 0.432
5 Diagnosis:Encounter for supervision of normal pregnancy, unspecified, unspecified trimester Z34.90[count>2] 0.003 0.092 [0.013, 0.668] 1.0 1962.0 343.0 62.0 0.434
6 demographics_RACE_Chinese 0.003 6.793 [3.733, 12.362] 16.0 2195.0 110.0 47.0 0.603
7 Diagnosis:Wound sid:416462003 231879009[count>0] 0.003 0.243 [0.097, 0.608] 5.0 1701.0 604.0 58.0 0.409
8 Diagnosis:Encounter for antenatal screening of mother Z36[count>0] 0.003 0.247 [0.099, 0.619] 5.0 1709.0 596.0 58.0 0.410
9 Diagnosis:Trauma to perineum and/or vulva during delivery sid:267268007 397952002[count>0] 0.002 0.252 [0.101, 0.632] 5.0 1718.0 587.0 58.0 0.412
10 Diagnosis:Second degree perineal laceration (disorder) sid:6234006 11942004[count>0] 0.002 0.090 [0.012, 0.654] 1.0 1956.0 349.0 62.0 0.432
11 Diagnosis:Pelvic injury (disorder) sid:282771003 6923002[count>0] 0.002 0.303 [0.130, 0.705] 6.0 1710.0 595.0 57.0 0.419
12 Diagnosis:Wound (morphologic abnormality) sid:13924000 112633009[count>0] 0.002 0.238 [0.095, 0.597] 5.0 1693.0 612.0 58.0 0.407
13 Diagnosis:Disorder of perineum sid:609621000 35708002[count>0] 0.002 0.277 [0.119, 0.647] 6.0 1671.0 634.0 57.0 0.410
14 demographics_RACE_White 0.002 0.429 [0.259, 0.709] 29.0 771.0 1534.0 34.0 0.397
15 Diagnosis:Pregnancy with abortive outcome (disorder) sid:363681007 198830009[count>2] 0.002 3.900 [2.140, 7.108] 15.0 2134.0 171.0 48.0 0.582
16 Diagnosis:Encounter for supervision of normal first pregnancy, third trimester Z34.03[count>0] 0.002 0.000 [0.000, 0.000] 0.0 2077.0 228.0 63.0 0.451
17 Diagnosis:Truncal injury sid:48125009 105615001[count>0] 0.002 0.296 [0.127, 0.691] 6.0 1701.0 604.0 57.0 0.417
18 Diagnosis:Supervision of high risk pregnancy, unspecified, unspecified trimester O09.90[count>2] 0.002 8.185 [3.814, 17.566] 9.0 2259.0 46.0 54.0 0.561
19 Diagnosis:Tear - wound sid:35933005 110399007[count>0] 0.002 0.253 [0.101, 0.635] 5.0 1720.0 585.0 58.0 0.413
20 Diagnosis:Skin structure of female perineum sid:243991008 10217006[count>0] 0.002 0.259 [0.103, 0.648] 5.0 1729.0 576.0 58.0 0.415
21 Diagnosis:Injury by mechanism (disorder) sid:282745002 283682007[count>0] 0.002 0.349 [0.158, 0.770] 7.0 1697.0 608.0 56.0 0.424
22 Diagnosis:Other placental disorders, unspecified trimester O43.899[count>2] 0.002 11.400 [4.733, 27.458] 7.0 2280.0 25.0 56.0 0.550
23 Diagnosis:Antenatal screening (procedure) sid:243787009 169673001[count>0] 0.002 0.442 [0.217, 0.901] 9.0 1674.0 631.0 54.0 0.435
24 Lab:Hematocrit [Volume Fraction] of Blood by Automated count 4544-3[normedValue_sd_between_-1,-0.5] 0.002 2.114 [1.221, 3.660] 19.0 1914.0 391.0 44.0 0.566
25 Diagnosis:Intents (nature of procedure values) sid:363675004 261004008[count>0] 0.002 0.388 [0.196, 0.767] 10.0 1551.0 754.0 53.0 0.416
26 Diagnosis:Perineal tear resulting from childbirth sid:398019008 10217006[count>0] 0.002 0.259 [0.103, 0.648] 5.0 1729.0 576.0 58.0 0.415
27 demographics_ETHNICITY_Not of Spanish/Hispanic Origin 0.002 0.350 [0.182, 0.675] 11.0 1437.0 868.0 52.0 0.399
28 Diagnosis:Essential hypertension (disorder) sid:59621000 1201005[count>0] 0.002 8.881 [3.529, 22.349] 6.0 2278.0 27.0 57.0 0.542
29 Diagnosis:Disorder of female perineum (disorder) sid:700079006 59020000[count>0] 0.002 0.245 [0.098, 0.614] 5.0 1705.0 600.0 58.0 0.410
30 Diagnosis:Female perineal observations sid:289849003 289850003[count>0] 0.002 0.245 [0.098, 0.614] 5.0 1705.0 600.0 58.0 0.410
31 Diagnosis:Procedure by intent (procedure) sid:362961001 169443000[count>0] 0.002 0.388 [0.196, 0.767] 10.0 1551.0 754.0 53.0 0.416
32 Diagnosis:Laceration sid:312608009 274165007[count>0] 0.002 0.253 [0.101, 0.635] 5.0 1720.0 585.0 58.0 0.413
33 Diagnosis:Lesion of female perineum (finding) sid:289855008 289856009[count>0] 0.002 0.246 [0.098, 0.616] 5.0 1707.0 598.0 58.0 0.410
34 Diagnosis:Operative procedure sid:387713003 103708000[count>0] 0.002 2.332 [1.403, 3.875] 27.0 1744.0 561.0 36.0 0.593
35 Lab:Potassium [Moles/volume] in Serum or Plasma 2823-3[normedValue_sd_between_-3,-1] 0.002 3.396 [1.892, 6.095] 16.0 2095.0 210.0 47.0 0.581
36 Diagnosis:Structure of musculoskeletal system sid:26107004 181791008[count>10] 0.002 10.953 [3.932, 30.513] 5.0 2287.0 18.0 58.0 0.536
37 Diagnosis:Injury of perineum (disorder) sid:6923002 283860002[count>0] 0.002 0.250 [0.100, 0.626] 5.0 1714.0 591.0 58.0 0.411
38 Diagnosis:Finding of pelvic region of trunk sid:609625009 124734007[count>0] 0.002 0.367 [0.220, 0.610] 36.0 497.0 1808.0 27.0 0.394
39 Diagnosis:Screening - procedure intent sid:360156006 169673001[count>0] 0.002 0.405 [0.205, 0.801] 10.0 1573.0 732.0 53.0 0.421
40 Diagnosis:Disorder of joint sid:399269003 202328006[count>10] 0.002 39.655 [11.173, 140.742] 5.0 2300.0 5.0 58.0 0.539
41 Diagnosis:Vulval and/or female perineal structures sid:298114002 265612008[count>0] 0.002 0.252 [0.101, 0.632] 5.0 1718.0 587.0 58.0 0.412
42 Diagnosis:Laceration of trunk (disorder) sid:283375001 274167004[count>0] 0.002 0.259 [0.103, 0.648] 5.0 1729.0 576.0 58.0 0.415
43 Diagnosis:Supervision of high risk pregnancy, unspecified, unspecified trimester O09.90[count>0] 0.002 6.656 [3.332, 13.297] 11.0 2234.0 71.0 52.0 0.572
44 Diagnosis:Anomaly of placenta (disorder) sid:33552005 109562007[count>0] 0.002 5.442 [2.483, 11.929] 8.0 2245.0 60.0 55.0 0.550
45 Diagnosis:Diseases of the skin and subcutaneous tissue complicating pregnancy, third trimester O99.713[count>0] 0.002 0.412 [0.164, 1.033] 5.0 1906.0 399.0 58.0 0.453
46 Diagnosis:Obstetric trauma sid:64229006 42599006[count>0] 0.002 0.251 [0.100, 0.629] 5.0 1716.0 589.0 58.0 0.412
47 Diagnosis:Velamentous insertion of umbilical cord, unspecified trimester O43.129[count>0] 0.001 3.611 [1.882, 6.928] 12.0 2164.0 141.0 51.0 0.565
48 Diagnosis:Perineal observation sid:124734007 236079006[count>0] 0.001 0.367 [0.174, 0.775] 8.0 1651.0 654.0 55.0 0.422
49 Diagnosis:Screening at times of life (procedure) sid:312852003 243787009[count>0] 0.001 0.442 [0.217, 0.901] 9.0 1674.0 631.0 54.0 0.435
50 Diagnosis:Finding of duration of gestation sid:366323009 313178001[count>2] 0.001 0.388 [0.216, 0.696] 15.0 1276.0 1029.0 48.0 0.396
51 Diagnosis:Lesion sid:52988006 26506001[count>0] 0.001 0.525 [0.309, 0.893] 21.0 1181.0 1124.0 42.0 0.423
52 Diagnosis:Observation of structures of conception sid:289262005 169952004[count>0] 0.001 1.957 [1.185, 3.231] 32.0 1509.0 796.0 31.0 0.581
53 Diagnosis:Disorder of skeletal system (disorder) sid:88230002 50927007[count>10] 0.001 39.000 [9.523, 159.713] 4.0 2301.0 4.0 59.0 0.531
54 Diagnosis:Disorder of cartilage sid:50927007 53417006[count>2] 0.001 19.466 [5.703, 66.449] 4.0 2297.0 8.0 59.0 0.530
55 Diagnosis:Psychological abuse complicating pregnancy, first trimester O9A.511[count>0] 0.001 0.419 [0.167, 1.052] 5.0 1912.0 393.0 58.0 0.454
56 Diagnosis:Encounter for antenatal screening of mother Z36[count>2] 0.001 0.152 [0.021, 1.102] 1.0 2084.0 221.0 62.0 0.460
57 Diagnosis:Traumatic and/or non-traumatic injury of anatomical site (disorder) sid:609411003 127294003[count>0] 0.001 0.426 [0.209, 0.868] 9.0 1657.0 648.0 54.0 0.431
58 Diagnosis:Encounter for full-term uncomplicated delivery O80[count>0] 0.001 0.503 [0.266, 0.948] 12.0 1570.0 735.0 51.0 0.436
59 Lab:Urea nitrogen [Mass/volume] in Serum or Plasma 3094-0[normedValue_sd_between_-1,-0.5] 0.001 2.624 [1.525, 4.516] 20.0 1958.0 347.0 43.0 0.583