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39_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Pain of truncal structure (finding) sid:301366005 21522001[count>2] 0.004 0.000 [0.000, 0.000] 0.0 57.0 19.0 24.0 0.375
1 Diagnosis:Arm sid:53120007 182245002[count>2] 0.003 0.000 [0.000, 0.000] 0.0 58.0 18.0 24.0 0.382
2 Diagnosis:Structure of auditory system sid:91159003 281832008[count>2] 0.003 0.214 [0.079, 0.582] 7.0 26.0 50.0 17.0 0.317
3 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>2] 0.002 0.214 [0.079, 0.582] 7.0 26.0 50.0 17.0 0.317
4 Diagnosis:Disorder of ear (disorder) sid:25906001 109907005[count>0] 0.002 0.231 [0.087, 0.613] 8.0 24.0 52.0 16.0 0.325
5 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>10] 0.002 0.000 [0.000, 0.000] 0.0 58.0 18.0 24.0 0.382
6 Diagnosis:Ear and auditory observations sid:118236001 164066005[count>10] 0.002 0.114 [0.014, 0.897] 1.0 55.0 21.0 23.0 0.383
7 Diagnosis:Uninary function finding sid:106098005 106099002[count>10] 0.002 0.107 [0.014, 0.840] 1.0 54.0 22.0 23.0 0.376
8 Diagnosis:Hearing loss (disorder) sid:15188001 247307005[count>2] 0.002 0.190 [0.059, 0.608] 4.0 37.0 39.0 20.0 0.327
9 Diagnosis:Hearing disorder (disorder) sid:128540005 15188001[count>0] 0.002 0.242 [0.087, 0.679] 6.0 32.0 44.0 18.0 0.336
10 Diagnosis:Finding of upper limb (finding) sid:116307009 102558002[count>2] 0.002 0.000 [0.000, 0.000] 0.0 58.0 18.0 24.0 0.382
11 Diagnosis:Hearing observations sid:118230007 247284004[count>10] 0.002 0.000 [0.000, 0.000] 0.0 63.0 13.0 24.0 0.414
12 Diagnosis:Musculoskeletal injury sid:105606008 284003005[count>0] 0.002 0.094 [0.012, 0.739] 1.0 52.0 24.0 23.0 0.363
13 Diagnosis:Unspecified sensorineural hearing loss H90.5[count>0] 0.002 0.242 [0.087, 0.679] 6.0 32.0 44.0 18.0 0.336
14 Diagnosis:Ear and auditory observations sid:118236001 164066005[count>2] 0.002 0.214 [0.079, 0.582] 7.0 26.0 50.0 17.0 0.317
15 Diagnosis:Sensorineural hearing loss (disorder) sid:60700002 232328005[count>2] 0.002 0.222 [0.069, 0.712] 4.0 40.0 36.0 20.0 0.346
16 Diagnosis:Meniere's disease, bilateral H81.03[count>0] 0.002 0.290 [0.090, 0.933] 4.0 45.0 31.0 20.0 0.379
17 Diagnosis:Functional observations sid:118228005 106133000[count>2] 0.002 0.191 [0.065, 0.567] 5.0 32.0 44.0 19.0 0.315
18 Diagnosis:Functional observable (observable entity) sid:364644000 364665006[count>2] 0.002 0.191 [0.065, 0.567] 5.0 32.0 44.0 19.0 0.315
19 Diagnosis:Ear observation sid:247234006 301354004[count>0] 0.002 0.231 [0.087, 0.613] 8.0 24.0 52.0 16.0 0.325
20 Diagnosis:Structure of auditory system sid:91159003 281832008[count>0] 0.002 0.231 [0.087, 0.613] 8.0 24.0 52.0 16.0 0.325
21 Diagnosis:Injury of connective tissue sid:385424001 285808008[count>0] 0.002 0.094 [0.012, 0.739] 1.0 52.0 24.0 23.0 0.363
22 Diagnosis:Trauma sid:417746004 238533000[count>2] 0.002 0.122 [0.015, 0.961] 1.0 56.0 20.0 23.0 0.389
23 Diagnosis:Personal history of other drug therapy Z92.29[count>2] 0.002 0.000 [0.000, 0.000] 4.0 76.0 0.0 20.0 0.583
24 Diagnosis:Uninary function finding sid:106098005 106099002[count>2] 0.002 0.275 [0.086, 0.883] 4.0 44.0 32.0 20.0 0.373
25 Diagnosis:Structure of auditory system sid:91159003 281832008[count>10] 0.002 0.114 [0.014, 0.897] 1.0 55.0 21.0 23.0 0.383
26 Diagnosis:Asymmetric hearing loss sid:427772009 428887009[count>0] 0.002 0.000 [0.000, 0.000] 0.0 62.0 14.0 24.0 0.408
27 Diagnosis:Clinical history and observations sid:250171008 105499002[count>2] 0.002 0.224 [0.076, 0.659] 15.0 9.0 67.0 9.0 0.372
28 Diagnosis:Meniere's disease, unspecified ear H81.09[count>0] 0.002 0.290 [0.090, 0.933] 4.0 45.0 31.0 20.0 0.379
29 Diagnosis:Disorder of pharynx (disorder) sid:75860007 232408005[count>0] 0.002 12.333 [2.296, 66.254] 6.0 74.0 2.0 18.0 0.612
30 Diagnosis:Disorder of inner ear (disorder) sid:232297009 232310008[count>0] 0.002 0.276 [0.104, 0.727] 8.0 27.0 49.0 16.0 0.344
31 Diagnosis:Derangement of posterior horn of medial meniscus due to old tear or injury, unspecified knee M23.229[count>2] 0.002 0.000 [0.000, 0.000] 4.0 76.0 0.0 20.0 0.583
32 Diagnosis:Pain in right foot M79.671[count>0] 0.002 0.000 [0.000, 0.000] 0.0 62.0 14.0 24.0 0.408
33 Diagnosis:Pain in unspecified thigh M79.659[count>0] 0.001 0.000 [0.000, 0.000] 0.0 63.0 13.0 24.0 0.414
34 Diagnosis:Back pain sid:161891005 418958006[count>2] 0.001 0.000 [0.000, 0.000] 0.0 60.0 16.0 24.0 0.395
35 Diagnosis:Obesity, unspecified E66.9[count>0] 0.001 4.250 [1.385, 13.041] 8.0 68.0 8.0 16.0 0.614
36 Diagnosis:CA - Cancer of tonsil sid:363393007 363394001[count>2] 0.001 0.000 [0.000, 0.000] 3.0 76.0 0.0 21.0 0.562
37 Diagnosis:Immunosuppressive therapy (procedure) sid:86553008 7447008[count>0] 0.001 0.000 [0.000, 0.000] 4.0 76.0 0.0 20.0 0.583
38 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>0] 0.001 0.231 [0.087, 0.613] 8.0 24.0 52.0 16.0 0.325
39 Diagnosis:Ear observation sid:247234006 301354004[count>2] 0.001 0.316 [0.113, 0.884] 6.0 37.0 39.0 18.0 0.368
40 Diagnosis:Structure of nervous system sid:25087005 278196006[count>0] 0.001 0.114 [0.014, 0.897] 1.0 55.0 21.0 23.0 0.383
41 Diagnosis:Sensory nervous system finding (finding) sid:106147001 28502008[count>10] 0.001 0.185 [0.040, 0.852] 2.0 51.0 25.0 22.0 0.377
42 Diagnosis:Pain in left hand M79.642[count>0] 0.001 0.000 [0.000, 0.000] 0.0 62.0 14.0 24.0 0.408
43 ProcedureCPT:Other diagnostic radiology and related techniques ccs group 226 0028T[count>2] 0.001 0.114 [0.014, 0.897] 1.0 55.0 21.0 23.0 0.383
44 Diagnosis:Meniere's disease, left ear H81.02[count>0] 0.001 0.290 [0.090, 0.933] 4.0 45.0 31.0 20.0 0.379
45 Diagnosis:Vestibular system finding sid:439161008 387893006[count>0] 0.001 0.316 [0.117, 0.851] 7.0 33.0 43.0 17.0 0.363
46 Diagnosis:Hearing observations sid:118230007 247284004[count>2] 0.001 0.250 [0.085, 0.737] 5.0 37.0 39.0 19.0 0.348
47 Diagnosis:Disorder of upper extremity sid:118947000 239972001[count>2] 0.001 0.000 [0.000, 0.000] 0.0 59.0 17.0 24.0 0.388
48 Diagnosis:Neoplasm of oropharynx (disorder) sid:126809003 126779009[count>0] 0.001 0.000 [0.000, 0.000] 3.0 76.0 0.0 21.0 0.562
49 Diagnosis:Observation of shoulder region sid:116308004 111958000[count>0] 0.001 0.000 [0.000, 0.000] 0.0 61.0 15.0 24.0 0.401
50 ProcedureCPT:226 Other diagnostic radiology and related techniques 0286T[count>2] 0.001 0.114 [0.014, 0.897] 1.0 55.0 21.0 23.0 0.383
51 Diagnosis:Functional observations sid:118228005 106133000[count>10] 0.001 0.000 [0.000, 0.000] 0.0 59.0 17.0 24.0 0.388
52 Diagnosis:Disorder of tonsils AND/OR adenoids sid:51499002 16358007[count>2] 0.001 0.000 [0.000, 0.000] 3.0 76.0 0.0 21.0 0.562
53 Diagnosis:Tumor of ear, nose and throat (disorder) sid:254467007 255073006[count>2] 0.001 10.714 [1.059, 108.413] 3.0 75.0 1.0 21.0 0.556
54 Diagnosis:Labyrinthine disorder (disorder) sid:20425006 232294002[count>0] 0.001 0.316 [0.117, 0.851] 7.0 33.0 43.0 17.0 0.363
55 Diagnosis:Functional observable (observable entity) sid:364644000 364665006[count>0] 0.001 0.245 [0.093, 0.649] 8.0 25.0 51.0 16.0 0.331
56 ProcedureCPT:Knee arthroscopy/surgery 29881[count>0] 0.001 0.000 [0.000, 0.000] 4.0 76.0 0.0 20.0 0.583
57 Diagnosis:Shoulder region sid:16982005 102288007[count>0] 0.001 0.000 [0.000, 0.000] 0.0 61.0 15.0 24.0 0.401
58 Diagnosis:Obese sid:414915002 162864005[count>0] 0.001 3.722 [1.242, 11.154] 8.0 67.0 9.0 16.0 0.607
59 Diagnosis:Urinary system disorder sid:128606002 231860006[count>10] 0.001 0.107 [0.014, 0.840] 1.0 54.0 22.0 23.0 0.376