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22_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Liveborn born in hospital (situation) sid:442311008 442327001[count>0] 0.003 3.265 [2.385, 4.468] 53.0 5664.0 291.0 316.0 0.547
1 Diagnosis:Finding of place of birth sid:366344009 169813005[count>0] 0.003 3.265 [2.385, 4.468] 53.0 5664.0 291.0 316.0 0.547
2 demographics_age[between_1_and_10] 0.003 0.507 [0.409, 0.628] 214.0 1599.0 4356.0 155.0 0.424
3 Diagnosis:Ability to perform gross motor function (observable entity) sid:282572008 249993001[count>0] 0.003 0.139 [0.044, 0.436] 3.0 5624.0 331.0 366.0 0.476
4 Diagnosis:Absent (qualifier value) sid:2667000 123819004[count>0] 0.003 2.613 [1.902, 3.590] 50.0 5618.0 337.0 319.0 0.539
5 Diagnosis:Obstructive sleep apnoea sid:78275009 230493001[count>0] 0.003 2.962 [2.003, 4.379] 32.0 5770.0 185.0 337.0 0.528
6 Diagnosis:Pneumonia, unspecified organism J18.9[count>2] 0.003 0.000 [0.000, 0.000] 0.0 5752.0 203.0 369.0 0.483
7 Diagnosis:ADL - activity of daily living sid:129025006 258156005[count>0] 0.002 0.205 [0.091, 0.462] 6.0 5511.0 444.0 363.0 0.471
8 Diagnosis:Finding of birth details sid:366343003 169960003[count>0] 0.002 3.265 [2.385, 4.468] 53.0 5664.0 291.0 316.0 0.547
9 Diagnosis:Unspecified hearing loss, unspecified ear H91.90[count>0] 0.002 0.000 [0.000, 0.000] 0.0 5775.0 180.0 369.0 0.485
10 Diagnosis:Single liveborn infant, delivered vaginally Z38.00[count>0] 0.002 3.141 [2.279, 4.331] 50.0 5672.0 283.0 319.0 0.544
11 Diagnosis:Respiratory rate AND/OR rhythm finding (finding) sid:106049001 1023001[count>2] 0.002 3.188 [2.217, 4.584] 38.0 5748.0 207.0 331.0 0.534
12 Diagnosis:Birth history (situation) sid:394698008 394699000[count>0] 0.002 3.265 [2.385, 4.468] 53.0 5664.0 291.0 316.0 0.547
13 Diagnosis:Disorder of kidney sid:90708001 106000008[count>0] 0.002 0.066 [0.009, 0.473] 1.0 5720.0 235.0 368.0 0.482
14 Diagnosis:Brain cerebrospinal fluid pathway operation (procedure) sid:171509005 10359005[count>2] 0.002 9.848 [4.920, 19.712] 13.0 5933.0 22.0 356.0 0.516
15 Diagnosis:Other pneumonia, unspecified organism J18.8[count>0] 0.002 0.180 [0.057, 0.565] 3.0 5696.0 259.0 366.0 0.482
16 Diagnosis:Ability to move (observable entity) sid:301998005 282097004[count>0] 0.002 0.139 [0.044, 0.436] 3.0 5624.0 331.0 366.0 0.476
17 Diagnosis:Fetus and neonate conditions sid:414025005 415073005[count>0] 0.002 2.391 [1.781, 3.212] 59.0 5516.0 439.0 310.0 0.543
18 Diagnosis:Embarrassed airway sid:79688008 248554005[count>0] 0.002 2.966 [2.028, 4.339] 34.0 5758.0 197.0 335.0 0.530
19 Diagnosis:Finding related to ability to perform gross motor function (finding) sid:364832000 228147004[count>0] 0.002 0.139 [0.044, 0.436] 3.0 5624.0 331.0 366.0 0.476
20 Diagnosis:Disorder of psychological development (disorder) sid:192562009 35919005[count>0] 0.002 2.872 [1.985, 4.157] 36.0 5739.0 216.0 333.0 0.531
21 Diagnosis:Trisomy and partial trisomy of autosome (disorder) sid:270521004 205661000[count>0] 0.002 3.777 [2.298, 6.208] 20.0 5866.0 89.0 349.0 0.520
22 Diagnosis:Pneumonia, unspecified organism J18.9[count>0] 0.002 0.168 [0.054, 0.527] 3.0 5678.0 277.0 366.0 0.481
23 Diagnosis:Apnea (finding) sid:1023001 111968005[count>0] 0.002 2.848 [2.017, 4.020] 42.0 5698.0 257.0 327.0 0.535
24 Diagnosis:Finding of lower limb (finding) sid:116312005 102568007[count>10] 0.002 0.069 [0.010, 0.493] 1.0 5729.0 226.0 368.0 0.482
25 Diagnosis:Congenital anomaly of head (disorder) sid:87290003 239152005[count>2] 0.002 2.231 [1.663, 2.994] 59.0 5487.0 468.0 310.0 0.541
26 Diagnosis:Ability to move (observable entity) sid:301998005 282097004[count>2] 0.002 0.136 [0.034, 0.548] 2.0 5725.0 230.0 367.0 0.483
27 Diagnosis:Abnormal gait (finding) sid:22325002 11172006[count>0] 0.002 0.162 [0.052, 0.509] 3.0 5669.0 286.0 366.0 0.480
28 Diagnosis:Renal structure sid:64033007 181414000[count>0] 0.002 0.067 [0.009, 0.479] 1.0 5723.0 232.0 368.0 0.482
29 Diagnosis:Finding of activity of daily living (finding) sid:118233009 225787000[count>0] 0.002 0.205 [0.091, 0.462] 6.0 5511.0 444.0 363.0 0.471
30 Lab:MCH [Entitic mass] by Automated count 785-6[normedValue_sd_between_1,3] 0.002 3.064 [2.123, 4.421] 37.0 5746.0 209.0 332.0 0.533
31 Diagnosis:Developmental mental disorder (disorder) sid:129104009 192562009[count>0] 0.002 2.859 [1.975, 4.137] 36.0 5738.0 217.0 333.0 0.531
32 Diagnosis:Kidney observation sid:249578005 102799005[count>0] 0.002 0.068 [0.010, 0.486] 1.0 5726.0 229.0 368.0 0.482
33 Diagnosis:Disorder of kidney and/or ureter sid:443820000 236591007[count>0] 0.002 0.069 [0.010, 0.490] 1.0 5728.0 227.0 368.0 0.482
34 Diagnosis:Finding related to ability to move (finding) sid:364833005 225601007[count>0] 0.002 0.139 [0.044, 0.436] 3.0 5624.0 331.0 366.0 0.476
35 Diagnosis:Congenital growth disproportion (morphologic abnormality) sid:5804003 254024005[count>0] 0.002 9.262 [4.984, 17.213] 16.0 5926.0 29.0 353.0 0.519
36 Diagnosis:Down syndrome, unspecified Q90.9[count>0] 0.002 3.777 [2.298, 6.208] 20.0 5866.0 89.0 349.0 0.520
37 Diagnosis:Autism spectrum disorder sid:35919005 231536004[count>0] 0.002 2.872 [1.985, 4.157] 36.0 5739.0 216.0 333.0 0.531
38 Diagnosis:Operation on nervous system (procedure) sid:16545005 70586009[count>0] 0.002 3.977 [2.442, 6.477] 21.0 5866.0 89.0 348.0 0.521
39 Diagnosis:Introduction of substance (qualifier value) sid:303430001 177618005[count>2] 0.002 4.378 [2.706, 7.084] 22.0 5870.0 85.0 347.0 0.523
40 Diagnosis:Respiration observable (observable entity) sid:364062005 248546008[count>0] 0.002 2.848 [2.017, 4.020] 42.0 5698.0 257.0 327.0 0.535
41 Diagnosis:Asymmetric head sid:21850008 254024005[count>0] 0.002 9.262 [4.984, 17.213] 16.0 5926.0 29.0 353.0 0.519
42 Diagnosis:Diversion sid:88834003 112793004[count>0] 0.002 5.578 [3.136, 9.922] 16.0 5907.0 48.0 353.0 0.518
43 Diagnosis:Uninary function finding sid:106098005 106099002[count>10] 0.002 0.000 [0.000, 0.000] 0.0 5806.0 149.0 369.0 0.487
44 Diagnosis:Sleep disorder (disorder) sid:39898005 230494007[count>0] 0.002 2.290 [1.679, 3.124] 52.0 5557.0 398.0 317.0 0.537
45 Diagnosis:Walking (observable entity) sid:129006008 250035005[count>0] 0.002 0.162 [0.052, 0.509] 3.0 5669.0 286.0 366.0 0.480
46 Diagnosis:Finding related to sleep (finding) sid:106168000 106021008[count>0] 0.002 2.207 [1.619, 3.009] 52.0 5543.0 412.0 317.0 0.536
47 Diagnosis:Interposition anastomosis - action (qualifier value) sid:299893001 10795000[count>2] 0.002 9.848 [4.920, 19.712] 13.0 5933.0 22.0 356.0 0.516
48 Diagnosis:Respiratory rate AND/OR rhythm finding (finding) sid:106049001 1023001[count>0] 0.002 2.660 [1.924, 3.676] 48.0 5638.0 317.0 321.0 0.538
49 Diagnosis:Upper urinary system sid:304582006 236591007[count>0] 0.002 0.069 [0.010, 0.490] 1.0 5728.0 227.0 368.0 0.482
50 Diagnosis:Observation of gait sid:298302000 102992006[count>0] 0.002 0.162 [0.052, 0.509] 3.0 5669.0 286.0 366.0 0.480
51 Diagnosis:Anomaly of chromosome pair 21 (disorder) sid:70156005 228050004[count>2] 0.002 3.987 [2.390, 6.650] 19.0 5875.0 80.0 350.0 0.519
52 Diagnosis:Developmental mental disorder (disorder) sid:129104009 192562009[count>2] 0.002 3.114 [2.051, 4.727] 28.0 5802.0 153.0 341.0 0.525
53 Lab:Oxygen saturation in Venous blood 2711-0[normedValue_sd_between_-1,-0.5] 0.002 3.179 [2.134, 4.736] 31.0 5788.0 167.0 338.0 0.528
54 Diagnosis:Autism disorder sid:408856003 408857007[count>2] 0.002 3.564 [2.265, 5.609] 24.0 5841.0 114.0 345.0 0.523
55 Diagnosis:Breathing-related sleep disorder (disorder) sid:111489007 24825006[count>0] 0.002 2.716 [1.919, 3.845] 41.0 5693.0 262.0 328.0 0.534
56 Diagnosis:Congenital and developmental anomalies of the nervous system (disorder) sid:230764002 230779009[count>10] 0.002 3.479 [2.250, 5.378] 26.0 5828.0 127.0 343.0 0.525
57 Diagnosis:Chromosome pair 21 (cell structure) sid:43009003 254263008[count>0] 0.002 3.777 [2.298, 6.208] 20.0 5866.0 89.0 349.0 0.520
58 Diagnosis:Other abnormalities of gait and mobility R26.89[count>0] 0.002 0.171 [0.055, 0.537] 3.0 5683.0 272.0 366.0 0.481
59 Lab:Carbon dioxide [Partial pressure] in Venous cord blood 28645-0[normedValue_sd_between_-0.5,0.5] 0.001 5.038 [2.943, 8.626] 18.0 5895.0 60.0 351.0 0.519