Skip to content

Latest commit

 

History

History
62 lines (62 loc) · 9.19 KB

12_weights_forecast_level2.md

File metadata and controls

62 lines (62 loc) · 9.19 KB
index variable weight unadjusted OR TP TN FP FN AUC Single
0 Diagnosis:Observation of region of thorax sid:298705000 298720006[count>0] 0.003 1.302 [1.192, 1.423] 2180.0 13141.0 32400.0 679.0 0.526
1 Diagnosis:Chest mass sid:440299000 309529002[count>0] 0.003 1.459 [1.323, 1.608] 538.0 39296.0 6245.0 2321.0 0.526
2 Diagnosis:Lower respiratory tract observations sid:301226008 301230006[count>10] 0.002 1.586 [1.354, 1.857] 180.0 43690.0 1851.0 2679.0 0.511
3 Diagnosis:Lung observations sid:301230006 301231005[count>0] 0.002 1.251 [1.155, 1.356] 961.0 32422.0 13119.0 1898.0 0.524
4 Diagnosis:Finding of thoracic segment of trunk sid:609623002 298705000[count>0] 0.002 1.287 [1.176, 1.410] 2225.0 12223.0 33318.0 634.0 0.523
5 Diagnosis:Fracture of lower leg sid:414292006 31978002[count>0] 0.002 0.065 [0.009, 0.467] 1.0 45299.0 242.0 2858.0 0.498
6 Diagnosis:Tobacco use and exposure (observable entity) sid:229819007 228489002[count>0] 0.002 1.305 [1.188, 1.434] 589.0 37990.0 7551.0 2270.0 0.520
7 Diagnosis:Structure of thoracic segment of trunk sid:67734004 229761008[count>0] 0.002 1.287 [1.176, 1.410] 2225.0 12223.0 33318.0 634.0 0.523
8 Diagnosis:Clinical imaging sid:363679005 169283005[count>0] 0.002 1.304 [1.189, 1.431] 614.0 37646.0 7895.0 2245.0 0.521
9 Diagnosis:Malignant neoplasm of unspecified part of left bronchus or lung C34.92[count>0] 0.002 1.923 [1.562, 2.368] 103.0 44673.0 868.0 2756.0 0.508
10 Diagnosis:Malignant neoplasm of unspecified part of right bronchus or lung C34.91[count>0] 0.002 1.881 [1.524, 2.322] 100.0 44680.0 861.0 2759.0 0.508
11 Diagnosis:Nicotine dependence, unspecified, uncomplicated F17.200[count>0] 0.002 1.381 [1.234, 1.546] 376.0 41041.0 4500.0 2483.0 0.516
12 Diagnosis:Neoplasm of thorax (disorder) sid:255058005 188361007[count>0] 0.002 1.529 [1.329, 1.761] 230.0 43077.0 2464.0 2629.0 0.513
13 Diagnosis:Nicotine dependence, unspecified, in remission F17.201[count>2] 0.002 1.607 [1.364, 1.892] 167.0 43848.0 1693.0 2692.0 0.511
14 Diagnosis:Neoplasm of lung (disorder) sid:126713003 254624009[count>0] 0.002 1.671 [1.392, 2.006] 133.0 44249.0 1292.0 2726.0 0.509
15 Diagnosis:Lower respiratory system structure sid:400141005 116006008[count>10] 0.002 1.547 [1.309, 1.827] 160.0 43860.0 1681.0 2699.0 0.510
16 Diagnosis:Malignant neoplasm of unspecified part of unspecified bronchus or lung C34.90[count>0] 0.002 1.932 [1.574, 2.371] 106.0 44651.0 890.0 2753.0 0.509
17 Diagnosis:Neoplasm of intrathoracic organs (disorder) sid:126638003 94881009[count>0] 0.002 1.683 [1.403, 2.017] 135.0 44238.0 1303.0 2724.0 0.509
18 Diagnosis:Melanoma of skin sid:93655004 109267002[count>2] 0.002 0.169 [0.063, 0.454] 4.0 45167.0 374.0 2855.0 0.497
19 Diagnosis:Lower respiratory tract observations sid:301226008 301230006[count>0] 0.002 1.252 [1.159, 1.352] 1161.0 29456.0 16085.0 1698.0 0.526
20 Diagnosis:Nicotine dependence, other tobacco product, uncomplicated F17.290[count>2] 0.001 1.606 [1.363, 1.891] 167.0 43847.0 1694.0 2692.0 0.511
21 Diagnosis:Behaviour observable sid:363896009 225900005[count>0] 0.001 1.272 [1.162, 1.392] 655.0 36914.0 8627.0 2204.0 0.520
22 Diagnosis:Dyspnea (finding) sid:267036007 102577000[count>2] 0.001 1.267 [1.152, 1.393] 570.0 38061.0 7480.0 2289.0 0.518
23 ProcedureCPT:178 CT scan chest 71250[count>0] 0.001 2.179 [1.671, 2.843] 63.0 45075.0 466.0 2796.0 0.506
24 Diagnosis:Hyperlipidemia, unspecified E78.5[count>10] 0.001 1.336 [1.192, 1.497] 366.0 41031.0 4510.0 2493.0 0.514
25 Diagnosis:Nicotine dependence, chewing tobacco, in remission F17.221[count>0] 0.001 1.344 [1.195, 1.511] 343.0 41346.0 4195.0 2516.0 0.514
26 Diagnosis:Lower respiratory system structure sid:400141005 116006008[count>0] 0.001 1.239 [1.141, 1.345] 882.0 33484.0 12057.0 1977.0 0.522
27 Diagnosis:Malignant neoplasm of upper lobe, right bronchus or lung C34.11[count>0] 0.001 3.178 [2.303, 4.385] 45.0 45313.0 228.0 2814.0 0.505
28 Diagnosis:Finding of tobacco use and exposure sid:365980008 228499007[count>0] 0.001 1.305 [1.188, 1.434] 589.0 37990.0 7551.0 2270.0 0.520
29 Diagnosis:Tobacco use sid:110483000 77176002[count>2] 0.001 1.567 [1.328, 1.850] 162.0 43860.0 1681.0 2697.0 0.510
30 Diagnosis:Melanocytic neoplasm sid:399956005 276728004[count>0] 0.001 0.412 [0.261, 0.650] 19.0 44813.0 728.0 2840.0 0.495
31 Diagnosis:Respiratory finding (finding) sid:106048009 106058008[count>10] 0.001 1.294 [1.185, 1.412] 717.0 36179.0 9362.0 2142.0 0.523
32 Lab:Cobalamin (Vitamin B12) [Mass/volume] in Serum or Plasma 2132-9[normedValue_sd_between_-3,-1] 0.001 0.253 [0.120, 0.534] 7.0 45103.0 438.0 2852.0 0.496
33 Diagnosis:Disorder of lipoprotein storage and metabolism (disorder) sid:238037008 238090007[count>10] 0.001 1.284 [1.160, 1.422] 476.0 39412.0 6129.0 2383.0 0.516
34 Diagnosis:Malnutrition, calorie sid:272588001 190602008[count>0] 0.001 0.208 [0.077, 0.558] 4.0 45236.0 305.0 2855.0 0.497
35 Diagnosis:Observations of ease of respiration sid:248546008 102577000[count>2] 0.001 1.260 [1.146, 1.385] 570.0 38025.0 7516.0 2289.0 0.517
36 Diagnosis:Behavioral finding sid:844005 160968000[count>0] 0.001 1.272 [1.162, 1.392] 655.0 36914.0 8627.0 2204.0 0.520
37 Diagnosis:Diagnostic imaging procedure using X-rays sid:363680008 108273007[count>0] 0.001 1.289 [1.174, 1.415] 599.0 37773.0 7768.0 2260.0 0.519
38 Diagnosis:Malignant neoplasm of upper lobe, left bronchus or lung C34.12[count>0] 0.001 2.969 [2.140, 4.120] 43.0 45308.0 233.0 2816.0 0.505
39 Diagnosis:Black, tarry stool sid:2901004 161539004[count>0] 0.001 0.000 [0.000, 0.000] 0.0 45345.0 196.0 2859.0 0.498
40 Diagnosis:Nicotine dependence, chewing tobacco, uncomplicated F17.220[count>2] 0.001 1.608 [1.365, 1.894] 167.0 43849.0 1692.0 2692.0 0.511
41 Diagnosis:Malignant melanoma of skin, unspecified C43.9[count>2] 0.001 0.069 [0.010, 0.494] 1.0 45312.0 229.0 2858.0 0.498
42 Diagnosis:Health-related behaviour finding sid:365949003 228366006[count>0] 0.001 1.274 [1.164, 1.395] 650.0 36998.0 8543.0 2209.0 0.520
43 Diagnosis:Hyperreactive airway disease sid:195967001 225057002[count>10] 0.001 2.147 [1.646, 2.800] 63.0 45068.0 473.0 2796.0 0.506
44 Diagnosis:Malignant neoplasm of unspecified part of right bronchus or lung C34.91[count>2] 0.001 1.966 [1.537, 2.514] 73.0 44942.0 599.0 2786.0 0.506
45 Diagnosis:Iatrogenic disorder sid:12456005 41299009[count>0] 0.001 0.348 [0.201, 0.604] 13.0 44951.0 590.0 2846.0 0.496
46 Diagnosis:Primary malignant neoplasm of intrathoracic organs (disorder) sid:93841009 93825008[count>0] 0.001 2.294 [1.721, 3.059] 54.0 45162.0 379.0 2805.0 0.505
47 Diagnosis:Malignant neoplasm of upper lobe, unspecified bronchus or lung C34.10[count>0] 0.001 3.111 [2.222, 4.356] 41.0 45329.0 212.0 2818.0 0.505
48 Diagnosis:Mass of trunk (finding) sid:309524007 271860004[count>0] 0.001 1.247 [1.147, 1.356] 833.0 34250.0 11291.0 2026.0 0.522
49 Diagnosis:Acute laryngitis and/or tracheitis sid:276443001 26650005[count>0] 0.001 0.176 [0.066, 0.473] 4.0 45182.0 359.0 2855.0 0.497
50 Diagnosis:Melanocytic neoplasm sid:399956005 276728004[count>2] 0.001 0.269 [0.127, 0.568] 7.0 45129.0 412.0 2852.0 0.497
51 Diagnosis:Re-entry ventricular arrhythmia I47.0[count>10] 0.001 4.654 [2.664, 8.132] 16.0 45486.0 55.0 2843.0 0.502
52 Diagnosis:Procedure needed (situation) sid:417451006 408354007[count>2] 0.001 0.399 [0.246, 0.646] 17.0 44868.0 673.0 2842.0 0.496
53 Diagnosis:Nicotine dependence, cigarettes, uncomplicated F17.210[count>2] 0.001 1.567 [1.334, 1.839] 174.0 43732.0 1809.0 2685.0 0.511
54 Diagnosis:Nicotine dependence, unspecified, uncomplicated F17.200[count>2] 0.001 1.586 [1.352, 1.860] 176.0 43732.0 1809.0 2683.0 0.511
55 Diagnosis:Uncomplicated asthma (disorder) sid:707444001 707512002[count>0] 0.001 1.487 [1.247, 1.774] 142.0 43995.0 1546.0 2717.0 0.508
56 Diagnosis:Mass of respiratory structure (finding) sid:300851005 309529002[count>0] 0.001 1.290 [1.160, 1.434] 434.0 39991.0 5550.0 2425.0 0.515
57 Diagnosis:Nicotine dependence, chewing tobacco, in remission F17.221[count>2] 0.001 1.608 [1.365, 1.894] 167.0 43849.0 1692.0 2692.0 0.511
58 Diagnosis:CA - Lung cancer sid:363358000 93880001[count>0] 0.001 1.662 [1.372, 2.013] 120.0 44371.0 1170.0 2739.0 0.508
59 Diagnosis:Melanocytic tumor of skin (disorder) sid:276728004 109266006[count>0] 0.001 0.399 [0.234, 0.679] 14.0 44986.0 555.0 2845.0 0.496