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58_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:IHD - Ischaemic heart disease sid:414545008 414795007[count>0] 0.004 1.936 [1.674, 2.238] 223.0 48281.0 1375.0 4045.0 0.512
1 Diagnosis:Myocardial infarct sid:22298006 194856005[count>0] 0.003 2.191 [1.852, 2.592] 167.0 48750.0 906.0 4101.0 0.510
2 Diagnosis:Myocardial necrosis (finding) sid:251061000 22298006[count>0] 0.003 2.195 [1.854, 2.598] 166.0 48757.0 899.0 4102.0 0.510
3 Diagnosis:Structural change due to ischaemia sid:449735000 19057007[count>0] 0.003 2.108 [1.790, 2.482] 176.0 48663.0 993.0 4092.0 0.511
4 Diagnosis:Acute infarct (morphologic abnormality) sid:55470003 233825009[count>0] 0.002 2.102 [1.769, 2.498] 157.0 48770.0 886.0 4111.0 0.509
5 Diagnosis:Myocardial lesion (finding) sid:301122000 251061000[count>0] 0.002 2.195 [1.854, 2.598] 166.0 48757.0 899.0 4102.0 0.510
6 Diagnosis:Chronic course - prolonged duration sid:90734009 263730007[count>10] 0.002 1.561 [1.407, 1.733] 445.0 46211.0 3445.0 3823.0 0.517
7 Diagnosis:Systolic heart failure sid:417996009 441481004[count>0] 0.002 2.251 [1.874, 2.704] 140.0 48919.0 737.0 4128.0 0.509
8 Diagnosis:Chronic heart failure (disorder) sid:48447003 10335000[count>0] 0.002 1.730 [1.488, 2.012] 202.0 48270.0 1386.0 4066.0 0.510
9 Diagnosis:CKD stage 5 sid:433146000 711000119100[count>0] 0.002 3.652 [2.590, 5.150] 43.0 49518.0 138.0 4225.0 0.504
10 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] 0.002 0.793 [0.724, 0.868] 3669.0 5693.0 43963.0 599.0 0.487
11 ProcedureCPT:Other therapeutic procedures ccs group 231 0038T[count>0] 0.002 1.417 [1.288, 1.558] 541.0 45041.0 4615.0 3727.0 0.517
12 ProcedureCPT:Emergency dept visit 99285[count>0] 0.002 1.680 [1.475, 1.913] 277.0 47686.0 1970.0 3991.0 0.513
13 Diagnosis:Chronic systolic heart failure (disorder) sid:441481004 443253003[count>0] 0.002 2.383 [1.966, 2.889] 128.0 49020.0 636.0 4140.0 0.509
14 Diagnosis:Mental state, behaviour / psychosocial function observable sid:363870007 165314000[count>0] 0.002 1.280 [1.191, 1.374] 1119.0 38864.0 10792.0 3149.0 0.522
15 Diagnosis:Systolic dysfunction sid:371037005 417996009[count>0] 0.002 2.231 [1.864, 2.670] 146.0 48880.0 776.0 4122.0 0.509
16 Diagnosis:Atherosclerosis of native arteries of the extremities (disorder) sid:145891000119104 149841000119109[count>2] 0.002 2.109 [1.740, 2.556] 126.0 48950.0 706.0 4142.0 0.508
17 Diagnosis:Major depressive disorder, single episode, unspecified F32.9[count>0] 0.002 1.534 [1.367, 1.722] 354.0 46892.0 2764.0 3914.0 0.514
18 ProcedureCPT:Other therapeutic procedures ccs group 231 0038T[count>2] 0.002 1.521 [1.376, 1.681] 484.0 45803.0 3853.0 3784.0 0.518
19 Diagnosis:Necrosis (morphologic abnormality) sid:6574001 111009002[count>0] 0.002 1.534 [1.370, 1.718] 369.0 46770.0 2886.0 3899.0 0.514
20 Diagnosis:Damage (morphologic abnormality) sid:37782003 19130008[count>0] 0.002 1.335 [1.239, 1.437] 1001.0 40384.0 9272.0 3267.0 0.524
21 Diagnosis:Mononeuropathy (disorder) sid:128189008 32595002[count>0] 0.002 1.624 [1.413, 1.868] 236.0 47929.0 1727.0 4032.0 0.510
22 Diagnosis:Systolic heart failure sid:417996009 441481004[count>2] 0.002 2.318 [1.840, 2.919] 88.0 49209.0 447.0 4180.0 0.506
23 Diagnosis:Chronic systolic (congestive) heart failure I50.22[count>0] 0.002 1.641 [1.427, 1.887] 236.0 47946.0 1710.0 4032.0 0.510
24 Diagnosis:Finding of tobacco use and exposure sid:365980008 228499007[count>2] 0.002 1.625 [1.404, 1.882] 214.0 48094.0 1562.0 4054.0 0.509
25 Diagnosis:Atherosclerosis (morphologic abnormality) sid:38716007 10273003[count>0] 0.002 1.527 [1.373, 1.699] 420.0 46344.0 3312.0 3848.0 0.516
26 Diagnosis:Necrosis of anatomical site (disorder) sid:609410002 95347000[count>0] 0.002 1.534 [1.370, 1.718] 369.0 46770.0 2886.0 3899.0 0.514
27 Diagnosis:Mental state, behavior and/or psychosocial functioning observations sid:384821006 284465006[count>0] 0.002 1.280 [1.191, 1.374] 1119.0 38864.0 10792.0 3149.0 0.522
28 Diagnosis:Cardiomegaly I51.7[count>0] 0.002 1.480 [1.317, 1.665] 340.0 46913.0 2743.0 3928.0 0.512
29 ProcedureCPT:Arterial blood gases ccs group 205 82790[count>0] 0.002 1.962 [1.618, 2.379] 124.0 48910.0 746.0 4144.0 0.507
30 Diagnosis:Combined systolic and diastolic dysfunction (finding) sid:442304009 153931000119109[count>0] 0.002 3.093 [2.381, 4.017] 72.0 49382.0 274.0 4196.0 0.506
31 Diagnosis:Injury sid:417163006 417746004[count>0] 0.002 1.326 [1.231, 1.429] 996.0 40387.0 9269.0 3272.0 0.523
32 Diagnosis:Mental disorder (disorder) sid:74732009 192616009[count>0] 0.002 1.322 [1.215, 1.437] 727.0 42980.0 6676.0 3541.0 0.518
33 Diagnosis:Traumatic and/or non-traumatic injury of anatomical site (disorder) sid:609411003 127294003[count>0] 0.002 1.310 [1.214, 1.414] 928.0 40967.0 8689.0 3340.0 0.521
34 Lab:Troponin I.cardiac [Mass/volume] in Blood 42757-5[normedValue_sd_between_-0.5,0.5] 0.002 2.117 [1.774, 2.526] 150.0 48816.0 840.0 4118.0 0.509
35 Diagnosis:Health-related behavior (observable entity) sid:228272008 229819007[count>2] 0.002 1.615 [1.413, 1.847] 258.0 47754.0 1902.0 4010.0 0.511
36 Diagnosis:Arteriosclerosis (morphologic abnormality) sid:28960008 233956002[count>2] 0.002 1.786 [1.513, 2.109] 166.0 48556.0 1100.0 4102.0 0.508
37 Diagnosis:Mental state, behaviour / psychosocial function observable sid:363870007 165314000[count>2] 0.002 1.357 [1.244, 1.479] 671.0 43653.0 6003.0 3597.0 0.518
38 Diagnosis:Chronic combined systolic and diastolic heart failure (disorder) sid:153941000119100 153951000119103[count>0] 0.002 3.105 [2.332, 4.134] 60.0 49429.0 227.0 4208.0 0.505
39 Diagnosis:Mental state, behavior and/or psychosocial functioning observations sid:384821006 284465006[count>2] 0.002 1.357 [1.244, 1.479] 671.0 43653.0 6003.0 3597.0 0.518
40 Diagnosis:AMI - Acute myocardial infarction sid:57054005 10273003[count>0] 0.002 2.102 [1.769, 2.498] 157.0 48770.0 886.0 4111.0 0.509
41 Diagnosis:Congestive heart failure (disorder) sid:42343007 10633002[count>0] 0.002 1.648 [1.441, 1.884] 258.0 47790.0 1866.0 4010.0 0.511
42 Diagnosis:Acute ischaemic heart disease sid:413439005 413444003[count>0] 0.001 2.102 [1.769, 2.498] 157.0 48770.0 886.0 4111.0 0.509
43 Diagnosis:Behavioral finding sid:844005 160968000[count>2] 0.001 1.643 [1.441, 1.873] 271.0 47688.0 1968.0 3997.0 0.512
44 Diagnosis:Disorder of heart muscle sid:57809008 233895000[count>0] 0.001 1.432 [1.286, 1.595] 409.0 46234.0 3422.0 3859.0 0.513
45 ProcedureCPT:231 Other therapeutic procedures 0038T[count>0] 0.001 1.416 [1.287, 1.559] 532.0 45119.0 4537.0 3736.0 0.517
46 Diagnosis:Behaviour observable sid:363896009 225900005[count>2] 0.001 1.643 [1.441, 1.873] 271.0 47688.0 1968.0 3997.0 0.512
47 Diagnosis:Atherosclerosis of arteries of the extremities (disorder) sid:51274000 442439008[count>2] 0.001 2.626 [2.047, 3.369] 77.0 49311.0 345.0 4191.0 0.506
48 Diagnosis:Observation of functional performance and activity sid:248536006 105501005[count>0] 0.001 1.448 [1.307, 1.603] 463.0 45806.0 3850.0 3805.0 0.515
49 Diagnosis:Acute-on-chronic (qualifier value) sid:255212004 195951007[count>0] 0.001 2.076 [1.702, 2.534] 117.0 48991.0 665.0 4151.0 0.507
50 ProcedureCPT:205 Arterial blood gases 82790[count>0] 0.001 1.962 [1.618, 2.379] 124.0 48910.0 746.0 4144.0 0.507
51 Diagnosis:Type 2 diabetes mellitus with diabetic mononeuropathy E11.41[count>0] 0.001 1.603 [1.400, 1.835] 253.0 47778.0 1878.0 4015.0 0.511
52 Diagnosis:Health-related behaviour finding sid:365949003 228366006[count>2] 0.001 1.615 [1.413, 1.847] 258.0 47754.0 1902.0 4010.0 0.511
53 Diagnosis:Medication therapy sid:416608005 182764009[count>0] 0.001 1.358 [1.231, 1.499] 495.0 45282.0 4374.0 3773.0 0.514
54 Diagnosis:Infarct (morphologic abnormality) sid:55641003 22333001[count>0] 0.001 1.532 [1.357, 1.729] 319.0 47169.0 2487.0 3949.0 0.512
55 Diagnosis:Systemic arterial observation sid:301139003 301140001[count>10] 0.001 2.022 [1.655, 2.470] 115.0 48985.0 671.0 4153.0 0.507
56 Diagnosis:Chronic kidney disease, stage 5 N18.5[count>2] 0.001 4.802 [3.178, 7.254] 32.0 49578.0 78.0 4236.0 0.503
57 Diagnosis:Type 2 diabetes mellitus with other diabetic neurological complication E11.49[count>0] 0.001 1.765 [1.491, 2.088] 162.0 48570.0 1086.0 4106.0 0.508
58 Diagnosis:Malignant neoplasm of respiratory system sid:449096009 93986008[count>0] 0.001 1.669 [1.408, 1.978] 157.0 48545.0 1111.0 4111.0 0.507
59 Diagnosis:Arteriosclerosis of artery of extremity sid:443971004 51274000[count>2] 0.001 2.626 [2.047, 3.369] 77.0 49311.0 345.0 4191.0 0.506