Skip to content

Latest commit

 

History

History
62 lines (62 loc) · 9.17 KB

55_weights_forecast_level2.md

File metadata and controls

62 lines (62 loc) · 9.17 KB
index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Ability to remember sid:363888004 247586003[count>0] 0.005 2.059 [1.762, 2.406] 225.0 13275.0 1818.0 798.0 0.550
1 Diagnosis:Anterograde amnesia R41.1[count>0] 0.005 2.109 [1.796, 2.476] 209.0 13455.0 1638.0 814.0 0.548
2 Diagnosis:Other amnesia R41.3[count>0] 0.004 2.108 [1.801, 2.467] 220.0 13357.0 1736.0 803.0 0.550
3 Diagnosis:Cognitive deficit sid:386806002 102891000[count>2] 0.004 2.197 [1.844, 2.618] 168.0 13854.0 1239.0 855.0 0.541
4 Diagnosis:Cognitive deficit sid:386806002 102891000[count>0] 0.004 2.079 [1.792, 2.412] 257.0 12996.0 2097.0 766.0 0.556
5 Diagnosis:Cognitive functions (observable entity) sid:311465003 247572002[count>0] 0.004 2.015 [1.737, 2.336] 259.0 12919.0 2174.0 764.0 0.555
6 Diagnosis:Ability to remember sid:363888004 247586003[count>2] 0.004 2.147 [1.777, 2.594] 140.0 14055.0 1038.0 883.0 0.534
7 Diagnosis:Other amnesia R41.3[count>2] 0.004 2.248 [1.858, 2.720] 138.0 14114.0 979.0 885.0 0.535
8 Diagnosis:Memory observations sid:106136008 102941003[count>0] 0.003 2.059 [1.762, 2.406] 225.0 13275.0 1818.0 798.0 0.550
9 Diagnosis:Retrograde amnesia R41.2[count>0] 0.003 2.096 [1.785, 2.462] 208.0 13455.0 1638.0 815.0 0.547
10 Diagnosis:Impaired (qualifier value) sid:260379002 102491009[count>0] 0.003 1.706 [1.478, 1.969] 282.0 12340.0 2753.0 741.0 0.547
11 Diagnosis:Disturbance of memory sid:386807006 162200009[count>0] 0.003 2.070 [1.772, 2.420] 225.0 13284.0 1809.0 798.0 0.550
12 Diagnosis:Observation of body region sid:301857004 118254002[count>2] 0.002 0.484 [0.392, 0.597] 914.0 823.0 14270.0 109.0 0.474
13 Diagnosis:Memory observations sid:106136008 102941003[count>2] 0.002 2.147 [1.777, 2.594] 140.0 14055.0 1038.0 883.0 0.534
14 Diagnosis:Intervertebral disc prolapse (disorder) sid:73589001 202708005[count>0] 0.002 0.196 [0.093, 0.415] 7.0 14581.0 512.0 1016.0 0.486
15 Diagnosis:Cognitive function observations sid:373930000 106136008[count>0] 0.002 2.015 [1.737, 2.336] 259.0 12919.0 2174.0 764.0 0.555
16 Diagnosis:Cognitive functions (observable entity) sid:311465003 247572002[count>2] 0.002 2.026 [1.689, 2.431] 152.0 13896.0 1197.0 871.0 0.535
17 Diagnosis:Disturbance of memory sid:386807006 162200009[count>10] 0.002 3.315 [2.341, 4.696] 40.0 14910.0 183.0 983.0 0.513
18 Diagnosis:Anterograde amnesia R41.1[count>2] 0.002 2.231 [1.823, 2.730] 121.0 14237.0 856.0 902.0 0.531
19 Diagnosis:Cognitive disorder sid:443265004 229676007[count>0] 0.002 2.516 [1.928, 3.284] 67.0 14684.0 409.0 956.0 0.519
20 Diagnosis:Disturbance of memory sid:386807006 162200009[count>2] 0.002 2.158 [1.786, 2.607] 140.0 14060.0 1033.0 883.0 0.534
21 Diagnosis:Impaired (qualifier value) sid:260379002 102491009[count>2] 0.002 1.780 [1.500, 2.113] 174.0 13535.0 1558.0 849.0 0.533
22 Diagnosis:Disease (disorder) sid:64572001 173300003[count>2] 0.002 0.442 [0.350, 0.559] 936.0 596.0 14497.0 87.0 0.477
23 Diagnosis:Disorder by body site sid:123946008 238147009[count>2] 0.002 0.486 [0.389, 0.609] 928.0 716.0 14377.0 95.0 0.477
24 Diagnosis:Mental state, behavior and/or psychosocial functioning observations sid:384821006 284465006[count>0] 0.002 1.518 [1.335, 1.725] 597.0 7847.0 7246.0 426.0 0.552
25 Diagnosis:Cognitive function observations sid:373930000 106136008[count>2] 0.002 2.026 [1.689, 2.431] 152.0 13896.0 1197.0 871.0 0.535
26 Diagnosis:Memory observations sid:106136008 102941003[count>10] 0.002 3.315 [2.341, 4.696] 40.0 14910.0 183.0 983.0 0.513
27 Diagnosis:Fixation - action (qualifier value) sid:129371009 129353002[count>2] 0.002 0.151 [0.048, 0.472] 3.0 14805.0 288.0 1020.0 0.492
28 Diagnosis:Mental state, behaviour / psychosocial function observable sid:363870007 165314000[count>0] 0.002 1.518 [1.335, 1.725] 597.0 7847.0 7246.0 426.0 0.552
29 Diagnosis:Consciousness sid:106167005 248218005[count>10] 0.002 3.045 [2.211, 4.192] 47.0 14858.0 235.0 976.0 0.515
30 Diagnosis:Chronic diastolic heart failure (disorder) sid:441530006 443344007[count>10] 0.002 2.479 [1.899, 3.235] 67.0 14678.0 415.0 956.0 0.519
31 Diagnosis:Blackout sid:271594007 271547004[count>10] 0.002 2.898 [2.054, 4.089] 40.0 14884.0 209.0 983.0 0.513
32 Diagnosis:Cardiomyopathy, unspecified I42.9[count>0] 0.002 0.320 [0.180, 0.569] 12.0 14553.0 540.0 1011.0 0.488
33 ProcedureCPT:Other extraocular muscle and orbit therapeutic procedures [21.]ccs group3.9 15.11[count>10] 0.002 0.663 [0.561, 0.782] 836.0 1948.0 13145.0 187.0 0.473
34 Diagnosis:Ability to remember sid:363888004 247586003[count>10] 0.002 3.315 [2.341, 4.696] 40.0 14910.0 183.0 983.0 0.513
35 Diagnosis:Anatomical or acquired body structure sid:442083009 91723000[count>2] 0.002 0.439 [0.347, 0.555] 936.0 592.0 14501.0 87.0 0.477
36 Diagnosis:Other amnesia R41.3[count>10] 0.002 3.771 [2.640, 5.386] 39.0 14936.0 157.0 984.0 0.514
37 Diagnosis:Finding by site (finding) sid:118234003 106028002[count>2] 0.002 0.443 [0.350, 0.560] 936.0 597.0 14496.0 87.0 0.477
38 Diagnosis:Retrograde amnesia R41.2[count>2] 0.002 2.231 [1.823, 2.730] 121.0 14237.0 856.0 902.0 0.531
39 Diagnosis:Other intervertebral disc displacement, lumbosacral region M51.27[count>0] 0.002 0.213 [0.095, 0.479] 6.0 14687.0 406.0 1017.0 0.489
40 Diagnosis:Mild cognitive impairment, so stated G31.84[count>0] 0.002 2.538 [1.936, 3.326] 65.0 14700.0 393.0 958.0 0.519
41 Diagnosis:State of consciousness and awareness (observable entity) sid:248217000 248233002[count>10] 0.001 2.931 [2.130, 4.031] 47.0 14849.0 244.0 976.0 0.515
42 Diagnosis:Diastolic heart failure sid:418304008 441530006[count>10] 0.001 2.141 [1.661, 2.758] 73.0 14570.0 523.0 950.0 0.518
43 Diagnosis:Mental state, behaviour / psychosocial function observable sid:363870007 165314000[count>2] 0.001 1.492 [1.309, 1.701] 391.0 10670.0 4423.0 632.0 0.545
44 Diagnosis:Swelling (morphologic abnormality) sid:442672001 442778006[count>0] 0.001 1.673 [1.386, 2.018] 139.0 13796.0 1297.0 884.0 0.525
45 Diagnosis:Retrograde amnesia R41.2[count>10] 0.001 3.693 [2.511, 5.433] 33.0 14958.0 135.0 990.0 0.512
46 Diagnosis:Disorder of body system (disorder) sid:362965005 283985007[count>2] 0.001 0.474 [0.381, 0.591] 924.0 730.0 14363.0 99.0 0.476
47 ProcedureCPT:217 Other respiratory therapy 94640[count>0] 0.001 3.095 [2.215, 4.323] 43.0 14882.0 211.0 980.0 0.514
48 Diagnosis:Garden or yard of other non-institutional residence as the place of occurrence of the external cause Y92.096[count>0] 0.001 2.231 [1.681, 2.961] 58.0 14697.0 396.0 965.0 0.515
49 Diagnosis:Swimming-pool of mobile home as the place of occurrence of the external cause Y92.026[count>0] 0.001 2.231 [1.681, 2.961] 58.0 14697.0 396.0 965.0 0.515
50 Diagnosis:Mental state, behavior and/or psychosocial functioning observations sid:384821006 284465006[count>2] 0.001 1.492 [1.309, 1.701] 391.0 10670.0 4423.0 632.0 0.545
51 Lab:Lipase [Enzymatic activity/volume] in Serum or Plasma 3040-3[normedValue_sd_between_-0.5,0.5] 0.001 1.816 [1.474, 2.237] 110.0 14154.0 939.0 913.0 0.523
52 Diagnosis:Personal history of other malignant neoplasm of bronchus and lung Z85.118[count>0] 0.001 0.198 [0.074, 0.533] 4.0 14800.0 293.0 1019.0 0.492
53 Diagnosis:Procedure on back (procedure) sid:129152004 232609005[count>2] 0.001 0.121 [0.030, 0.488] 2.0 14853.0 240.0 1021.0 0.493
54 Diagnosis:Cognitive deficit sid:386806002 102891000[count>10] 0.001 2.848 [2.071, 3.914] 47.0 14842.0 251.0 976.0 0.515
55 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>2] 0.001 0.366 [0.278, 0.482] 960.0 354.0 14739.0 63.0 0.481
56 Diagnosis:Swelling of body structure (finding) sid:300872008 298349001[count>0] 0.001 1.687 [1.398, 2.035] 139.0 13806.0 1287.0 884.0 0.525
57 ProcedureCPT:Other therapeutic endocrine procedures [12.]ccs group2.3 06.01[count>2] 0.001 0.663 [0.561, 0.782] 836.0 1948.0 13145.0 187.0 0.473
58 ProcedureCPT:Airway inhalation treatment 94640[count>2] 0.001 2.982 [2.053, 4.333] 34.0 14921.0 172.0 989.0 0.511
59 Diagnosis:Cognitive function observations sid:373930000 106136008[count>10] 0.001 2.842 [2.031, 3.976] 42.0 14869.0 224.0 981.0 0.513