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38_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Acute disease of cardiovascular system (disorder) sid:128487001 127337006[count>0] 0.003 0.000 [0.000, 0.000] 0.0 227.0 42.0 51.0 0.422
1 Diagnosis:Acute disease (disorder) sid:2704003 111273006[count>0] 0.003 0.073 [0.010, 0.538] 1.0 211.0 58.0 50.0 0.402
2 Diagnosis:Allergic process sid:472964009 421095001[count>0] 0.003 0.000 [0.000, 0.000] 0.0 235.0 34.0 51.0 0.437
3 Diagnosis:Sudden onset AND/OR short duration sid:424124008 255212004[count>0] 0.003 0.070 [0.009, 0.515] 1.0 209.0 60.0 50.0 0.398
4 ProcedureCPT:Magnetic resonance imaging ccs group 198 0159T[count>0] 0.003 0.000 [0.000, 0.000] 0.0 232.0 37.0 51.0 0.431
5 Diagnosis:Neoplasm of unspecified behavior of brain D49.6[count>2] 0.003 0.000 [0.000, 0.000] 0.0 233.0 36.0 51.0 0.433
6 Diagnosis:Disorder of affect sid:46206005 13746004[count>0] 0.002 0.094 [0.013, 0.701] 1.0 222.0 47.0 50.0 0.422
7 Diagnosis:Osteoarthritis of hip, unspecified M16.9[count>0] 0.002 35.733 [4.202, 303.853] 6.0 268.0 1.0 45.0 0.557
8 Diagnosis:Hearing disorder (disorder) sid:128540005 15188001[count>0] 0.002 7.122 [2.842, 17.852] 11.0 259.0 10.0 40.0 0.589
9 Diagnosis:Collapse (finding) sid:271787007 268930002[count>0] 0.002 0.000 [0.000, 0.000] 0.0 233.0 36.0 51.0 0.433
10 Diagnosis:Hematuria, unspecified R31.9[count>2] 0.002 0.118 [0.016, 0.879] 1.0 230.0 39.0 50.0 0.437
11 Diagnosis:Loss of consciousness sid:419045004 32834005[count>0] 0.002 0.000 [0.000, 0.000] 0.0 232.0 37.0 51.0 0.431
12 Diagnosis:Osteoarthritis of pelvis sid:445478004 239872002[count>0] 0.002 17.800 [3.483, 90.958] 6.0 267.0 2.0 45.0 0.555
13 Diagnosis:Hypertrophic sid:56246009 103669002[count>0] 0.002 0.000 [0.000, 0.000] 0.0 241.0 28.0 51.0 0.448
14 Diagnosis:Pineal gland disorder (disorder) sid:128470003 33559001[count>2] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
15 Diagnosis:Syncope and collapse (disorder) sid:309585006 162713002[count>0] 0.002 0.000 [0.000, 0.000] 0.0 233.0 36.0 51.0 0.433
16 Diagnosis:Epiphysis cerebri sid:45793000 181126002[count>2] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
17 Diagnosis:Unspecified convulsions R56.9[count>0] 0.002 0.000 [0.000, 0.000] 0.0 240.0 29.0 51.0 0.446
18 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>2] 0.002 0.247 [0.086, 0.710] 4.0 200.0 69.0 47.0 0.411
19 Diagnosis:Disorder of digestive system sid:53619000 282007005[count>2] 0.002 0.328 [0.125, 0.859] 5.0 202.0 67.0 46.0 0.424
20 Diagnosis:Mental disorder (disorder) sid:74732009 192616009[count>0] 0.002 0.164 [0.057, 0.469] 4.0 177.0 92.0 47.0 0.368
21 Lab:Basophils [#/volume] in Blood 26444-0[normedValue_sd_between_-0.5,0.5] 0.002 0.000 [0.000, 0.000] 0.0 234.0 35.0 51.0 0.435
22 Diagnosis:Disorder of affect sid:46206005 13746004[count>2] 0.002 0.134 [0.018, 0.999] 1.0 234.0 35.0 50.0 0.445
23 Lab:Sodium [Moles/volume] in Serum or Plasma 2951-2[normedValue_sd_between_1,3] 0.002 0.000 [0.000, 0.000] 0.0 237.0 32.0 51.0 0.441
24 ProcedureCPT:198 Magnetic resonance imaging 70540[count>0] 0.002 0.000 [0.000, 0.000] 0.0 232.0 37.0 51.0 0.431
25 Diagnosis:Tumor of pineal gland sid:127026004 277508009[count>0] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
26 Diagnosis:Syncope and collapse R55[count>0] 0.002 0.000 [0.000, 0.000] 0.0 233.0 36.0 51.0 0.433
27 Diagnosis:Pineal gland disorder (disorder) sid:128470003 33559001[count>0] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
28 Diagnosis:Degenerative joint disease of hip sid:239872002 239881008[count>0] 0.002 17.800 [3.483, 90.958] 6.0 267.0 2.0 45.0 0.555
29 Diagnosis:Finding of enzyme level sid:365767001 365768006[count>0] 0.002 0.122 [0.016, 0.906] 1.0 231.0 38.0 50.0 0.439
30 Diagnosis:Digestive system observation sid:386617003 102624003[count>0] 0.002 0.383 [0.173, 0.849] 8.0 181.0 88.0 43.0 0.415
31 Diagnosis:Tumor of pineal gland sid:127026004 277508009[count>10] 0.002 8.833 [2.398, 32.543] 6.0 265.0 4.0 45.0 0.551
32 Diagnosis:Blackout sid:271594007 271547004[count>0] 0.002 0.000 [0.000, 0.000] 0.0 233.0 36.0 51.0 0.433
33 Diagnosis:Fasciculation R25.3[count>0] 0.002 22.809 [2.494, 208.574] 4.0 268.0 1.0 47.0 0.537
34 Diagnosis:Acute disease (disorder) sid:2704003 111273006[count>2] 0.002 0.000 [0.000, 0.000] 0.0 229.0 40.0 51.0 0.426
35 Diagnosis:Hearing loss (disorder) sid:15188001 247307005[count>0] 0.002 7.122 [2.842, 17.852] 11.0 259.0 10.0 40.0 0.589
36 Diagnosis:Decreased level of consciousness sid:443371007 419045004[count>2] 0.002 0.000 [0.000, 0.000] 0.0 242.0 27.0 51.0 0.450
37 Diagnosis:Allergic condition (disorder) sid:473011001 421095001[count>0] 0.002 0.000 [0.000, 0.000] 0.0 235.0 34.0 51.0 0.437
38 Diagnosis:Clinical finding sid:404684003 250171008[count>2] 0.002 0.165 [0.059, 0.462] 43.0 8.0 261.0 8.0 0.436
39 ProcedureCPT:206 "Microscopic examination (bacterial smear 80100[count>2] 0.002 0.125 [0.017, 0.936] 1.0 232.0 37.0 50.0 0.441
40 Diagnosis:Hematuria, unspecified R31.9[count>0] 0.002 0.105 [0.014, 0.782] 1.0 226.0 43.0 50.0 0.430
41 Diagnosis:Pain and sensation sid:276435006 271712005[count>0] 0.002 0.369 [0.160, 0.854] 7.0 188.0 81.0 44.0 0.418
42 Diagnosis:[M]Gliomas sid:115240006 278000008[count>0] 0.002 0.000 [0.000, 0.000] 0.0 239.0 30.0 51.0 0.444
43 Diagnosis:[M]Gliomas sid:115240006 278000008[count>2] 0.002 0.000 [0.000, 0.000] 0.0 241.0 28.0 51.0 0.448
44 Diagnosis:Drowsiness, function sid:79519003 267088000[count>2] 0.002 22.809 [2.494, 208.574] 4.0 268.0 1.0 47.0 0.537
45 Diagnosis:Enzyme measurement (procedure) sid:122444009 104436003[count>0] 0.002 0.122 [0.016, 0.906] 1.0 231.0 38.0 50.0 0.439
46 Diagnosis:Mass (morphologic abnormality) sid:4147007 103605005[count>10] 0.002 0.386 [0.180, 0.827] 9.0 173.0 96.0 42.0 0.410
47 Diagnosis:Pineal gland disorder (disorder) sid:128470003 33559001[count>10] 0.002 8.833 [2.398, 32.543] 6.0 265.0 4.0 45.0 0.551
48 Diagnosis:Tumor of pineal gland sid:127026004 277508009[count>2] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
49 Diagnosis:Epiphysis cerebri sid:45793000 181126002[count>0] 0.002 9.823 [3.070, 31.428] 8.0 264.0 5.0 43.0 0.569
50 Diagnosis:Arthritis by pattern of joint involvement (disorder) sid:250125001 250126000[count>0] 0.002 35.733 [4.202, 303.853] 6.0 268.0 1.0 45.0 0.557
51 Diagnosis:Hearing, function sid:47078008 128542002[count>0] 0.002 6.450 [2.623, 15.859] 11.0 258.0 11.0 40.0 0.587
52 Diagnosis:Bilateral primary osteoarthritis of hip M16.0[count>0] 0.002 11.362 [2.023, 63.799] 4.0 267.0 2.0 47.0 0.535
53 Diagnosis:Lesion sid:52988006 26506001[count>0] 0.002 0.420 [0.227, 0.775] 20.0 106.0 163.0 31.0 0.393
54 Diagnosis:Arthropathy of hip joint sid:428097001 203412009[count>0] 0.002 11.822 [2.853, 48.982] 6.0 266.0 3.0 45.0 0.553
55 Diagnosis:Genital observation sid:300479008 249230006[count>0] 0.001 0.370 [0.167, 0.820] 8.0 179.0 90.0 43.0 0.411
56 Diagnosis:Disorder of brain, unspecified G93.9[count>0] 0.001 0.000 [0.000, 0.000] 0.0 243.0 26.0 51.0 0.452
57 Diagnosis:Germ cell neoplasm sid:402878003 404081005[count>0] 0.001 21.239 [4.273, 105.567] 7.0 267.0 2.0 44.0 0.565
58 Diagnosis:Postprocedural state finding (finding) sid:128926000 10593005[count>0] 0.001 0.000 [0.000, 0.000] 0.0 238.0 31.0 51.0 0.442
59 Diagnosis:Germ cell neoplasm (morphologic abnormality) sid:115233005 28307001[count>0] 0.001 21.239 [4.273, 105.567] 7.0 267.0 2.0 44.0 0.565