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56_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>0] 0.003 1.310 [1.217, 1.410] 951.0 54080.0 8918.0 4403.0 0.518
1 Lab:Basophils/100 leukocytes in Blood 30180-4[normedValue_sd_between_-0.5,0.5] 0.002 1.301 [1.213, 1.396] 1058.0 52972.0 10026.0 4296.0 0.519
2 Diagnosis:Type 2 diabetes mellitus with diabetic polyneuropathy E11.42[count>0] 0.002 1.657 [1.417, 1.937] 185.0 61666.0 1332.0 5169.0 0.507
3 Diagnosis:Chronic atrial fibrillation I48.2[count>0] 0.002 1.285 [1.188, 1.389] 812.0 55302.0 7696.0 4542.0 0.515
4 Diagnosis:Type 2 diabetes mellitus with diabetic mononeuropathy E11.41[count>0] 0.002 1.526 [1.342, 1.734] 278.0 60815.0 2183.0 5076.0 0.509
5 Diagnosis:Other secondary pulmonary hypertension I27.2[count>0] 0.002 1.916 [1.562, 2.350] 109.0 62322.0 676.0 5245.0 0.505
6 Diagnosis:Paroxysmal atrial fibrillation I48.0[count>0] 0.002 1.266 [1.170, 1.369] 805.0 55271.0 7727.0 4549.0 0.514
7 Diagnosis:Precordial pain R07.2[count>0] 0.002 0.526 [0.411, 0.673] 67.0 61515.0 1483.0 5287.0 0.494
8 Diagnosis:Renal failure sid:42399005 109477002[count>2] 0.002 1.822 [1.529, 2.173] 147.0 62037.0 961.0 5207.0 0.506
9 Diagnosis:Type 2 diabetes mellitus with diabetic autonomic (poly)neuropathy E11.43[count>0] 0.002 1.766 [1.506, 2.072] 179.0 61788.0 1210.0 5175.0 0.507
10 Diagnosis:Type 2 diabetes mellitus with diabetic neuropathic arthropathy E11.610[count>0] 0.002 1.822 [1.550, 2.142] 175.0 61851.0 1147.0 5179.0 0.507
11 Diagnosis:Disorder of respiratory system sid:50043002 201060008[count>2] 0.002 1.242 [1.166, 1.324] 1403.0 48994.0 14004.0 3951.0 0.520
12 Diagnosis:Type 2 diabetes mellitus with other diabetic neurological complication E11.49[count>0] 0.002 1.753 [1.502, 2.046] 191.0 61696.0 1302.0 5163.0 0.508
13 ProcedureCPT:Other diagnostic procedures (interview, evaluation, consultation) ccs group 227 0074T[count>2] 0.002 1.327 [1.220, 1.443] 691.0 56670.0 6328.0 4663.0 0.514
14 Diagnosis:Type 2 diabetes mellitus with diabetic mononeuropathy E11.41[count>2] 0.002 1.687 [1.447, 1.967] 193.0 61632.0 1366.0 5161.0 0.507
15 Diagnosis:Respiratory finding (finding) sid:106048009 106058008[count>10] 0.002 1.263 [1.170, 1.364] 853.0 54780.0 8218.0 4501.0 0.514
16 Lab:Platelets [#/volume] in Blood by Automated count 777-3[normedValue_sd_between_-3,-1] 0.002 1.811 [1.602, 2.046] 312.0 60916.0 2082.0 5042.0 0.513
17 Lab:Urea nitrogen [Mass/volume] in Serum or Plasma 3094-0[normedValue_sd_between_3,10] 0.002 1.750 [1.454, 2.107] 131.0 62108.0 890.0 5223.0 0.505
18 Diagnosis:Renal dysfunction sid:236423003 236424009[count>2] 0.002 1.359 [1.229, 1.502] 463.0 58895.0 4103.0 4891.0 0.511
19 Diagnosis:Chronic disease of respiratory system (disorder) sid:17097001 123713005[count>2] 0.001 1.331 [1.213, 1.461] 546.0 58047.0 4951.0 4808.0 0.512
20 Diagnosis:Inflammatory disorder of the respiratory system sid:373405005 363180009[count>2] 0.001 1.318 [1.202, 1.446] 552.0 57945.0 5053.0 4802.0 0.511
21 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>10] 0.001 1.820 [1.529, 2.167] 150.0 62016.0 982.0 5204.0 0.506
22 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>0] 0.001 1.302 [1.203, 1.410] 786.0 55645.0 7353.0 4568.0 0.515
23 Diagnosis:Structure of respiratory system sid:20139000 278197002[count>10] 0.001 1.261 [1.168, 1.362] 854.0 54758.0 8240.0 4500.0 0.514
24 ProcedureCPT:227 "Other diagnostic procedures (interview 0188T[count>2] 0.001 1.357 [1.237, 1.488] 559.0 58013.0 4985.0 4795.0 0.513
25 ProcedureCPT:233 Laboratory 80002[count>2] 0.001 1.183 [1.115, 1.254] 1830.0 43775.0 19223.0 3524.0 0.518
26 Diagnosis:Fibrosis (morphologic abnormality) sid:112674009 112675005[count>10] 0.001 2.578 [1.956, 3.398] 62.0 62713.0 285.0 5292.0 0.504
27 Diagnosis:Type 2 diabetes mellitus with diabetic amyotrophy E11.44[count>0] 0.001 1.846 [1.569, 2.171] 174.0 61872.0 1126.0 5180.0 0.507
28 Diagnosis:Persistent atrial fibrillation I48.1[count>0] 0.001 1.272 [1.176, 1.376] 802.0 55334.0 7664.0 4552.0 0.514
29 Diagnosis:Fibrillation (disorder) sid:40593004 49436004[count>0] 0.001 1.282 [1.187, 1.385] 844.0 54975.0 8023.0 4510.0 0.515
30 Diagnosis:Deviated nasal septum J34.2[count>2] 0.001 3.584 [2.545, 5.047] 43.0 62856.0 142.0 5311.0 0.503
31 Diagnosis:Inflammatory disorder of the respiratory tract (disorder) sid:363180009 128997002[count>2] 0.001 1.328 [1.210, 1.457] 552.0 57978.0 5020.0 4802.0 0.512
32 Diagnosis:Heart valve observation sid:301098007 301099004[count>0] 0.001 2.276 [1.778, 2.914] 76.0 62602.0 396.0 5278.0 0.504
33 Diagnosis:Blood coagulation disorder (disorder) sid:64779008 105604006[count>0] 0.001 1.819 [1.530, 2.162] 152.0 62002.0 996.0 5202.0 0.506
34 Diagnosis:Other specified diabetes mellitus with diabetic mononeuropathy E13.41[count>2] 0.001 1.652 [1.419, 1.924] 195.0 61589.0 1409.0 5159.0 0.507
35 Diagnosis:Somatic dysfunction of trunk region sid:450091000124100 722411008[count>0] 0.001 2.179 [1.652, 2.874] 60.0 62672.0 326.0 5294.0 0.503
36 Diagnosis:Cerebrovascular disease (disorder) sid:62914000 1055001[count>0] 0.001 1.280 [1.173, 1.397] 633.0 57026.0 5972.0 4721.0 0.512
37 Diagnosis:Heart valve structure sid:17401000 181285005[count>0] 0.001 2.182 [1.706, 2.791] 76.0 62585.0 413.0 5278.0 0.504
38 Diagnosis:Ear, nose and throat disorder (disorder) sid:232208008 254467007[count>2] 0.001 1.317 [1.206, 1.438] 622.0 57282.0 5716.0 4732.0 0.513
39 Diagnosis:AF - Atrial fibrillation sid:49436004 233910005[count>0] 0.001 1.281 [1.186, 1.383] 845.0 54957.0 8041.0 4509.0 0.515
40 Diagnosis:Coagulation defect, unspecified D68.9[count>0] 0.001 1.992 [1.576, 2.518] 83.0 62504.0 494.0 5271.0 0.504
41 Diagnosis:Type 2 diabetes mellitus with diabetic neuropathic arthropathy E11.610[count>2] 0.001 1.855 [1.513, 2.274] 109.0 62300.0 698.0 5245.0 0.505
42 Diagnosis:Ulcer of foot (disorder) sid:95345008 300982005[count>2] 0.001 2.622 [1.970, 3.490] 58.0 62736.0 262.0 5296.0 0.503
43 Diagnosis:Injury sid:417163006 417746004[count>0] 0.001 1.193 [1.122, 1.268] 1580.0 46632.0 16366.0 3774.0 0.518
44 Diagnosis:Disorder of haemostatic system sid:362970003 64779008[count>0] 0.001 1.654 [1.435, 1.906] 226.0 61363.0 1635.0 5128.0 0.508
45 ProcedureCPT:Emergency dept visit 99284[count>0] 0.001 1.575 [1.369, 1.812] 231.0 61245.0 1753.0 5123.0 0.508
46 Diagnosis:Coagulation/bleeding tests abnormal sid:165563002 445164007[count>0] 0.001 3.111 [2.246, 4.310] 46.0 62823.0 175.0 5308.0 0.503
47 Diagnosis:Acute respiratory disease (disorder) sid:111273006 10613001[count>2] 0.001 1.389 [1.229, 1.570] 302.0 60399.0 2599.0 5052.0 0.508
48 Diagnosis:Renal failure sid:42399005 109477002[count>0] 0.001 1.520 [1.318, 1.754] 220.0 61271.0 1727.0 5134.0 0.507
49 Lab:Lymphocytes/100 leukocytes in Blood 26478-8[normedValue_sd_between_-0.5,0.5] 0.001 1.275 [1.176, 1.382] 756.0 55801.0 7197.0 4598.0 0.513
50 Diagnosis:Other specified diabetes mellitus with diabetic neuropathic arthropathy E13.610[count>0] 0.001 1.698 [1.445, 1.995] 174.0 61776.0 1222.0 5180.0 0.507
51 Diagnosis:Laboratory test related to hemostasis (procedure) sid:127791007 165599007[count>0] 0.001 3.111 [2.246, 4.310] 46.0 62823.0 175.0 5308.0 0.503
52 Diagnosis:Disorder of nasal septum sid:95433000 249359009[count>2] 0.001 3.534 [2.511, 4.974] 43.0 62854.0 144.0 5311.0 0.503
53 Diagnosis:Non-pressure chronic ulcer of other part of right foot with unspecified severity L97.519[count>0] 0.001 2.521 [1.905, 3.335] 60.0 62716.0 282.0 5294.0 0.503
54 ProcedureCPT:Subsequent hospital care 99232[count>0] 0.001 3.021 [2.205, 4.140] 49.0 62806.0 192.0 5305.0 0.503
55 Diagnosis:Health-related behavior (observable entity) sid:228272008 229819007[count>10] 0.001 0.371 [0.225, 0.611] 16.0 62493.0 505.0 5338.0 0.497
56 Diagnosis:Chronic disease of genitourinary system (disorder) sid:128290005 10194007[count>0] 0.001 1.285 [1.169, 1.412] 525.0 58083.0 4915.0 4829.0 0.510
57 Diagnosis:Chronic ulcer of lower leg sid:26649005 238792006[count>0] 0.001 3.212 [2.272, 4.541] 41.0 62847.0 151.0 5313.0 0.503
58 Diagnosis:Ulcer of skin of lower extremity sid:711168000 301025001[count>0] 0.001 2.279 [1.797, 2.892] 82.0 62571.0 427.0 5272.0 0.504
59 Diagnosis:Cough R05[count>0] 0.001 1.269 [1.165, 1.383] 651.0 56803.0 6195.0 4703.0 0.512