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48_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 demographics_age[between_60_and_70] 0.003 4.491 [2.803, 7.197] 32.0 2998.0 521.0 41.0 0.645
1 Diagnosis:Disease (disorder) sid:64572001 173300003[count>0] 0.003 0.197 [0.106, 0.367] 60.0 144.0 3375.0 13.0 0.431
2 Diagnosis:Hydrocephaly sid:230745008 230746009[count>10] 0.003 8.998 [4.408, 18.368] 10.0 3458.0 61.0 63.0 0.560
3 Diagnosis:Other hemorrhoids K64.8[count>2] 0.002 13.141 [6.312, 27.358] 10.0 3477.0 42.0 63.0 0.563
4 Diagnosis:Pain in right shoulder M25.511[count>0] 0.002 2.980 [1.790, 4.961] 22.0 3074.0 445.0 51.0 0.587
5 Diagnosis:Nontraumatic intracerebral hemorrhage in brain stem I61.3[count>0] 0.002 13.848 [6.129, 31.287] 8.0 3488.0 31.0 65.0 0.550
6 Diagnosis:Hydrocephaly sid:230745008 230746009[count>2] 0.002 6.033 [3.225, 11.285] 13.0 3397.0 122.0 60.0 0.572
7 Diagnosis:Disorder of right cardiac ventricle sid:415992005 233891009[count>0] 0.002 0.091 [0.013, 0.653] 1.0 3051.0 468.0 72.0 0.440
8 Diagnosis:Dilatation (morphologic abnormality) sid:25322007 110420004[count>2] 0.002 3.174 [1.906, 5.287] 22.0 3098.0 421.0 51.0 0.591
9 Diagnosis:History of disorder of digestive system sid:736726000 161535005[count>0] 0.002 5.030 [2.834, 8.929] 16.0 3333.0 186.0 57.0 0.583
10 Diagnosis:Hemorrhoids (disorder) sid:70153002 235855004[count>2] 0.002 5.427 [2.705, 10.887] 10.0 3419.0 100.0 63.0 0.554
11 Diagnosis:History of gastrointestinal disease sid:266997008 161532008[count>0] 0.002 5.269 [2.966, 9.360] 16.0 3341.0 178.0 57.0 0.584
12 Diagnosis:© 2002-2018 International Health Terminology Standards Development Organisation (IHTSDO). All rights reserved. SNOMED CT®, was originally created by The College of American Pathologists. "SNOMED" and "SNOMED CT" are registered trademarks of the IHTSDO. sid:138875005 254291000[count>0] 0.002 0.019 [0.006, 0.055] 66.0 7.0 3512.0 7.0 0.453
13 Diagnosis:Pain in left shoulder M25.512[count>0] 0.002 2.949 [1.772, 4.910] 22.0 3070.0 449.0 51.0 0.587
14 Diagnosis:Procedure on heart (procedure) sid:118797008 103730004[count>0] 0.002 0.000 [0.000, 0.000] 0.0 3204.0 315.0 73.0 0.455
15 Diagnosis:Encounter for follow-up examination after completed treatment for conditions other than malignant neoplasm Z09[count>2] 0.002 8.008 [3.486, 18.394] 7.0 3473.0 46.0 66.0 0.541
16 Diagnosis:Observation of right ventricle sid:301097002 366191009[count>0] 0.002 0.091 [0.013, 0.653] 1.0 3051.0 468.0 72.0 0.440
17 Diagnosis:Disorder of body cavity sid:399902003 280128006[count>2] 0.002 0.480 [0.271, 0.851] 15.0 2287.0 1232.0 58.0 0.428
18 Diagnosis:Other specified symptoms and signs involving the digestive system and abdomen R19.8[count>0] 0.002 9.092 [4.131, 20.008] 8.0 3472.0 47.0 65.0 0.548
19 Diagnosis:History of colonic polyp sid:428283002 429047008[count>0] 0.002 4.931 [2.594, 9.374] 12.0 3384.0 135.0 61.0 0.563
20 Diagnosis:Other hemorrhoids K64.8[count>0] 0.002 7.582 [3.943, 14.577] 12.0 3430.0 89.0 61.0 0.570
21 Diagnosis:Family history of malignant neoplasm of digestive organs Z80.0[count>0] 0.002 9.282 [4.675, 18.431] 11.0 3453.0 66.0 62.0 0.566
22 Diagnosis:Structure of lung and/or mediastinum sid:310787001 363536003[count>0] 0.002 0.000 [0.000, 0.000] 0.0 3211.0 308.0 73.0 0.456
23 Diagnosis:Cardiovascular operative procedure sid:112802009 107836000[count>0] 0.002 0.000 [0.000, 0.000] 0.0 3184.0 335.0 73.0 0.452
24 Diagnosis:Vascular disorder of pelvis sid:385442006 13290008[count>2] 0.002 5.161 [2.576, 10.340] 10.0 3414.0 105.0 63.0 0.554
25 Diagnosis:Mediastinum operations sid:386765006 108180004[count>0] 0.002 0.000 [0.000, 0.000] 0.0 3214.0 305.0 73.0 0.457
26 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>0] 0.002 0.111 [0.048, 0.257] 66.0 41.0 3478.0 7.0 0.458
27 Diagnosis:Atherosclerotic heart disease of native coronary artery with angina pectoris with documented spasm I25.111[count>0] 0.002 0.180 [0.044, 0.737] 2.0 3043.0 476.0 71.0 0.446
28 Diagnosis:Disorder of portal system sid:128056006 210808001[count>0] 0.002 6.929 [3.316, 14.476] 9.0 3449.0 70.0 64.0 0.552
29 Diagnosis:Cardiac observations sid:301095005 251052000[count>2] 0.001 0.470 [0.269, 0.822] 16.0 2203.0 1316.0 57.0 0.423
30 Diagnosis:Disorders of cerebrospinal fluid and intracranial pressure (disorder) sid:230743001 230744007[count>2] 0.001 6.033 [3.225, 11.285] 13.0 3397.0 122.0 60.0 0.572
31 Diagnosis:Atherosclerotic heart disease of native coronary artery with unspecified angina pectoris I25.119[count>0] 0.001 0.180 [0.044, 0.737] 2.0 3043.0 476.0 71.0 0.446
32 Diagnosis:Adjustment disorder with mixed anxiety and depressed mood F43.23[count>0] 0.001 6.259 [3.196, 12.259] 11.0 3422.0 97.0 62.0 0.562
33 Diagnosis:Clinical finding sid:404684003 250171008[count>0] 0.001 0.019 [0.006, 0.055] 66.0 7.0 3512.0 7.0 0.453
34 Diagnosis:First degree hemorrhoids K64.0[count>0] 0.001 4.662 [2.398, 9.065] 11.0 3390.0 129.0 62.0 0.557
35 Diagnosis:CVS procedures sid:118672003 112802009[count>0] 0.001 0.000 [0.000, 0.000] 0.0 3200.0 319.0 73.0 0.455
36 Diagnosis:Internal hemorrhoid sid:90458007 23202007[count>0] 0.001 7.972 [3.795, 16.746] 9.0 3458.0 61.0 64.0 0.553
37 Diagnosis:Disorder of anal canal (disorder) sid:737201004 7371002[count>0] 0.001 4.103 [2.166, 7.772] 12.0 3358.0 161.0 61.0 0.559
38 Diagnosis:Osteochondropathy (disorder) sid:77881008 240134003[count>0] 0.001 0.205 [0.050, 0.839] 2.0 3094.0 425.0 71.0 0.453
39 Diagnosis:LOC - Level of consciousness sid:6942003 248223005[count>0] 0.001 0.107 [0.015, 0.775] 1.0 3116.0 403.0 72.0 0.450
40 Diagnosis:Lung and/or mediastinum operations sid:265045007 175840003[count>0] 0.001 0.000 [0.000, 0.000] 0.0 3213.0 306.0 73.0 0.457
41 Diagnosis:Disturbance of consciousness (finding) sid:3006004 248223005[count>0] 0.001 0.104 [0.014, 0.748] 1.0 3103.0 416.0 72.0 0.448
42 Diagnosis:Alteration in bowel elimination (finding) sid:129851009 48541000[count>0] 0.001 19.537 [7.942, 48.062] 7.0 3500.0 19.0 66.0 0.545
43 Diagnosis:Finding by site (finding) sid:118234003 106028002[count>0] 0.001 0.130 [0.057, 0.299] 66.0 48.0 3471.0 7.0 0.459
44 demographics_age[between_80_and_90] 0.001 0.404 [0.217, 0.754] 12.0 2367.0 1152.0 61.0 0.419
45 Diagnosis:Dilatation (morphologic abnormality) sid:25322007 110420004[count>10] 0.001 4.388 [2.313, 8.322] 12.0 3368.0 151.0 61.0 0.561
46 Diagnosis:Hydrocephalus, unspecified G91.9[count>0] 0.001 5.159 [2.397, 11.101] 8.0 3437.0 82.0 65.0 0.543
47 Diagnosis:Internal hemorrhoidal plexus sid:303053008 235854000[count>0] 0.001 5.358 [2.586, 11.101] 9.0 3429.0 90.0 64.0 0.549
48 Diagnosis:Observation of shoulder joint sid:298767005 298768000[count>0] 0.001 3.019 [1.813, 5.026] 22.0 3079.0 440.0 51.0 0.588
49 Diagnosis:Bowel elimination status sid:405001001 406217005[count>0] 0.001 19.537 [7.942, 48.062] 7.0 3500.0 19.0 66.0 0.545
50 Diagnosis:Disorders of cerebrospinal fluid and intracranial pressure (disorder) sid:230743001 230744007[count>10] 0.001 8.998 [4.408, 18.368] 10.0 3458.0 61.0 63.0 0.560
51 Diagnosis:Consciousness sid:106167005 248218005[count>0] 0.001 0.107 [0.015, 0.775] 1.0 3116.0 403.0 72.0 0.450
52 Diagnosis:Pelvic varices (disorder) sid:17406005 111295005[count>0] 0.001 4.328 [2.282, 8.206] 12.0 3366.0 153.0 61.0 0.560
53 Diagnosis:Disorder of body system (disorder) sid:362965005 283985007[count>0] 0.001 0.240 [0.129, 0.446] 60.0 174.0 3345.0 13.0 0.436
54 Diagnosis:Hemorrhage of anus and rectum K62.5[count>0] 0.001 6.204 [2.981, 12.911] 9.0 3441.0 78.0 64.0 0.551
55 Diagnosis:Disease of non-coronary systemic artery (disorder) sid:473449006 285712005[count>2] 0.001 0.269 [0.084, 0.857] 3.0 3035.0 484.0 70.0 0.452
56 Diagnosis:Degenerative abnormality (morphologic abnormality) sid:107669003 107670002[count>10] 0.001 0.389 [0.186, 0.814] 8.0 2673.0 846.0 65.0 0.435
57 Diagnosis:Hemorrhoids (disorder) sid:70153002 235855004[count>0] 0.001 4.328 [2.282, 8.206] 12.0 3366.0 153.0 61.0 0.560
58 Diagnosis:Cardiac structure sid:80891009 302509004[count>2] 0.001 0.463 [0.265, 0.810] 16.0 2191.0 1328.0 57.0 0.421
59 Diagnosis:Varices of perineum (disorder) sid:111295005 70153002[count>2] 0.001 5.427 [2.705, 10.887] 10.0 3419.0 100.0 63.0 0.554