Skip to content

Latest commit

 

History

History
62 lines (62 loc) · 8.96 KB

23_weights_forecast_level2.md

File metadata and controls

62 lines (62 loc) · 8.96 KB
index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Ear, nose and throat sid:385383008 117590005[count>2] 0.004 0.287 [0.164, 0.503] 14.0 3098.0 1413.0 107.0 0.401
1 Diagnosis:Structure of digestive system sid:86762007 278859004[count>2] 0.004 0.205 [0.090, 0.467] 6.0 3595.0 916.0 115.0 0.423
2 Diagnosis:Disorder of ear (disorder) sid:25906001 109907005[count>0] 0.004 0.205 [0.095, 0.441] 7.0 3471.0 1040.0 114.0 0.414
3 Diagnosis:Disorder of ear (disorder) sid:25906001 109907005[count>2] 0.003 0.230 [0.101, 0.524] 6.0 3677.0 834.0 115.0 0.432
4 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>0] 0.003 0.343 [0.202, 0.582] 16.0 3123.0 1388.0 105.0 0.412
5 Diagnosis:Ear observation sid:247234006 301354004[count>0] 0.003 0.200 [0.093, 0.430] 7.0 3450.0 1061.0 114.0 0.411
6 Diagnosis:Structure of auditory system sid:91159003 281832008[count>10] 0.003 0.069 [0.010, 0.496] 1.0 4026.0 485.0 120.0 0.450
7 Diagnosis:Ear and auditory observations sid:118236001 164066005[count>2] 0.003 0.260 [0.132, 0.515] 9.0 3447.0 1064.0 112.0 0.419
8 Diagnosis:Disorder of external ear (disorder) sid:49130001 225556000[count>0] 0.003 0.000 [0.000, 0.000] 0.0 4209.0 302.0 121.0 0.467
9 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>10] 0.003 0.071 [0.010, 0.510] 1.0 4038.0 473.0 120.0 0.452
10 Diagnosis:Ear, nose and throat observations sid:297268004 301186004[count>0] 0.003 0.355 [0.221, 0.571] 21.0 2835.0 1676.0 100.0 0.401
11 Diagnosis:Ear, nose and throat disorder (disorder) sid:232208008 254467007[count>0] 0.003 0.323 [0.197, 0.529] 19.0 2861.0 1650.0 102.0 0.396
12 Diagnosis:Structure of auditory system sid:91159003 281832008[count>0] 0.003 0.298 [0.167, 0.532] 13.0 3213.0 1298.0 108.0 0.410
13 Diagnosis:Digestive system observation sid:386617003 102624003[count>2] 0.003 0.209 [0.092, 0.476] 6.0 3609.0 902.0 115.0 0.425
14 Diagnosis:Disorder of digestive system sid:53619000 282007005[count>2] 0.003 0.240 [0.105, 0.548] 6.0 3706.0 805.0 115.0 0.436
15 Diagnosis:Absent (qualifier value) sid:2667000 123819004[count>0] 0.003 4.149 [2.430, 7.084] 17.0 4340.0 171.0 104.0 0.551
16 Diagnosis:Sudden onset AND/OR short duration sid:424124008 255212004[count>2] 0.003 0.082 [0.011, 0.589] 1.0 4095.0 416.0 120.0 0.458
17 Diagnosis:Ear and auditory observations sid:118236001 164066005[count>0] 0.003 0.298 [0.167, 0.532] 13.0 3213.0 1298.0 108.0 0.410
18 Diagnosis:Disorder of digestive tract sid:84410009 236127007[count>2] 0.003 0.245 [0.108, 0.560] 6.0 3720.0 791.0 115.0 0.437
19 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>2] 0.003 0.270 [0.137, 0.535] 9.0 3477.0 1034.0 112.0 0.423
20 Diagnosis:Inflammation of specific body systems (disorder) sid:363171009 266579006[count>2] 0.003 0.299 [0.151, 0.591] 9.0 3555.0 956.0 112.0 0.431
21 Diagnosis:Inflammatory disorder of ear sid:43275000 65363002[count>2] 0.003 0.141 [0.035, 0.573] 2.0 4031.0 480.0 119.0 0.455
22 Diagnosis:Ear, nose and throat observations sid:297268004 301186004[count>2] 0.002 0.287 [0.164, 0.503] 14.0 3098.0 1413.0 107.0 0.401
23 Diagnosis:Ear observation sid:247234006 301354004[count>10] 0.002 0.000 [0.000, 0.000] 0.0 4167.0 344.0 121.0 0.462
24 Diagnosis:Middle ear observations sid:300162007 247270009[count>0] 0.002 0.186 [0.069, 0.507] 4.0 3812.0 699.0 117.0 0.439
25 Diagnosis:Disorder of auditory system (disorder) sid:362966006 253181006[count>0] 0.002 0.306 [0.171, 0.545] 13.0 3236.0 1275.0 108.0 0.412
26 Diagnosis:Mouth and/or pharynx finding sid:249376008 249417007[count>2] 0.002 0.239 [0.097, 0.586] 5.0 3821.0 690.0 116.0 0.444
27 Diagnosis:Finding by site (finding) sid:118234003 106028002[count>10] 0.002 0.417 [0.276, 0.630] 31.0 2470.0 2041.0 90.0 0.402
28 Diagnosis:Ear and auditory observations sid:118236001 164066005[count>10] 0.002 0.069 [0.010, 0.496] 1.0 4026.0 485.0 120.0 0.450
29 Diagnosis:Disorder of head sid:118934005 192640001[count>2] 0.002 0.515 [0.352, 0.754] 41.0 2261.0 2250.0 80.0 0.420
30 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>2] 0.002 0.513 [0.356, 0.739] 68.0 1288.0 3223.0 53.0 0.424
31 Diagnosis:Viscus structure finding sid:406123005 301230006[count>2] 0.002 0.000 [0.000, 0.000] 0.0 4256.0 255.0 121.0 0.472
32 Diagnosis:Middle ear observations sid:300162007 247270009[count>2] 0.002 0.132 [0.033, 0.537] 2.0 4003.0 508.0 119.0 0.452
33 Diagnosis:Disorder of ear (disorder) sid:25906001 109907005[count>10] 0.002 0.000 [0.000, 0.000] 0.0 4179.0 332.0 121.0 0.463
34 Diagnosis:Anxiety disorder, unspecified F41.9[count>10] 0.002 4.907 [2.676, 8.998] 13.0 4403.0 108.0 108.0 0.542
35 Diagnosis:Febrile sid:386661006 135883003[count>0] 0.002 0.000 [0.000, 0.000] 0.0 4224.0 287.0 121.0 0.468
36 Diagnosis:Inflammation (morphologic abnormality) sid:23583003 103622007[count>2] 0.002 0.332 [0.173, 0.636] 10.0 3548.0 963.0 111.0 0.435
37 Diagnosis:Inflammation of specific body organs (disorder) sid:363169009 236781003[count>2] 0.002 0.322 [0.163, 0.638] 9.0 3611.0 900.0 112.0 0.437
38 Diagnosis:Inflammation of specific body structures or tissue (disorder) sid:363170005 111355005[count>2] 0.002 0.334 [0.174, 0.640] 10.0 3552.0 959.0 111.0 0.435
39 ProcedureCPT:Ophthalmologic and otologic diagnosis and treatment ccs group 220 0025T[count>0] 0.002 0.000 [0.000, 0.000] 0.0 4262.0 249.0 121.0 0.472
40 Diagnosis:Disorder of middle ear (disorder) sid:68996008 262759004[count>2] 0.002 0.136 [0.033, 0.551] 2.0 4014.0 497.0 119.0 0.453
41 Diagnosis:Sleep disorder (disorder) sid:39898005 230494007[count>0] 0.002 2.889 [1.837, 4.543] 25.0 4138.0 373.0 96.0 0.562
42 Diagnosis:Temperature-associated observation sid:301343009 105723007[count>0] 0.002 0.000 [0.000, 0.000] 0.0 4251.0 260.0 121.0 0.471
43 Diagnosis:Action (qualifier value) sid:129264002 257880008[count>2] 0.002 0.099 [0.014, 0.711] 1.0 4161.0 350.0 120.0 0.465
44 Diagnosis:Conductive hearing loss (disorder) sid:44057004 2061000[count>0] 0.002 0.132 [0.033, 0.537] 2.0 4003.0 508.0 119.0 0.452
45 Diagnosis:Observation of head region sid:298364001 76549002[count>10] 0.002 0.071 [0.010, 0.513] 1.0 4040.0 471.0 120.0 0.452
46 Diagnosis:Inflammation of specific body organs (disorder) sid:363169009 236781003[count>10] 0.002 0.000 [0.000, 0.000] 0.0 4220.0 291.0 121.0 0.468
47 Diagnosis:Structure of auditory system sid:91159003 281832008[count>2] 0.002 0.260 [0.131, 0.515] 9.0 3446.0 1065.0 112.0 0.419
48 Diagnosis:Subject of record sid:410604004 169621002[count>0] 0.002 0.368 [0.179, 0.757] 8.0 3783.0 728.0 113.0 0.452
49 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>10] 0.002 0.419 [0.279, 0.631] 32.0 2429.0 2082.0 89.0 0.401
50 Diagnosis:Observation of movement sid:298325004 10379002[count>0] 0.002 3.821 [2.210, 6.606] 16.0 4338.0 173.0 105.0 0.547
51 Diagnosis:Disorder of digestive organ sid:76712006 235856003[count>2] 0.002 0.237 [0.096, 0.582] 5.0 3817.0 694.0 116.0 0.444
52 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] 0.002 0.416 [0.259, 0.668] 21.0 2997.0 1514.0 100.0 0.419
53 Diagnosis:OM - Otitis media sid:65363002 312218008[count>0] 0.002 0.208 [0.076, 0.564] 4.0 3873.0 638.0 117.0 0.446
54 Diagnosis:General cardiovascular observations sid:106063007 10337008[count>0] 0.002 0.000 [0.000, 0.000] 0.0 4249.0 262.0 121.0 0.471
55 Diagnosis:External ear observations sid:300083003 247236008[count>0] 0.002 0.000 [0.000, 0.000] 0.0 4209.0 302.0 121.0 0.467
56 Diagnosis:Ear, nose and throat disorder (disorder) sid:232208008 254467007[count>2] 0.002 0.303 [0.173, 0.532] 14.0 3152.0 1359.0 107.0 0.407
57 Diagnosis:Disorder of upper respiratory system sid:201060008 4160001[count>0] 0.002 0.469 [0.272, 0.810] 15.0 3466.0 1045.0 106.0 0.446
58 Diagnosis:Inflammatory disorder (disorder) sid:128139000 109860005[count>2] 0.002 0.332 [0.173, 0.637] 10.0 3549.0 962.0 111.0 0.435
59 Diagnosis:Disorder of upper digestive tract sid:50410009 119291004[count>2] 0.002 0.268 [0.117, 0.610] 6.0 3775.0 736.0 115.0 0.443