| index | variable | beta coef | unadjusted OR | TP | TN | FP | FN | AUC Single |
|---|---|---|---|---|---|---|---|---|
| 0 | demographics_age[between_70_and_80] | 1.182 | 4.569 [4.098, 5.095] | 538.0 | 1430491.0 | 205406.0 | 820.0 | 0.635 |
| 1 | demographics_GENDER_Female | -0.948 | 0.255 [0.227, 0.285] | 438.0 | 570025.0 | 1065872.0 | 920.0 | 0.335 |
| 2 | demographics_age[between_80_and_90] | 0.831 | 3.681 [3.190, 4.247] | 226.0 | 1551732.0 | 84165.0 | 1132.0 | 0.557 |
| 3 | demographics_age[between_60_and_70] | 0.472 | 1.330 [1.177, 1.503] | 345.0 | 1302477.0 | 333420.0 | 1013.0 | 0.525 |
| 4 | Diagnosis:Prevention status (finding) sid:243815002 243876005[count>0] | -0.463 | 0.474 [0.410, 0.548] | 218.0 | 1165444.0 | 470453.0 | 1140.0 | 0.436 |
| 5 | 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] | -0.360 | 0.770 [0.677, 0.875] | 1057.0 | 294063.0 | 1341834.0 | 301.0 | 0.479 |
| 6 | Diagnosis:Uninary function finding sid:106098005 106099002[count>0] | 0.272 | 2.923 [2.594, 3.293] | 373.0 | 1448252.0 | 187645.0 | 985.0 | 0.580 |
| 7 | demographics_RACE_White | 0.255 | 2.539 [2.208, 2.919] | 1118.0 | 577085.0 | 1058812.0 | 240.0 | 0.588 |
| 8 | demographics_age[between_40_and_50] | -0.189 | 0.113 [0.077, 0.166] | 27.0 | 1387694.0 | 248203.0 | 1331.0 | 0.434 |
| 9 | Diagnosis:Disorder of lower respiratory system sid:128272009 233776003[count>0] | 0.186 | 2.735 [2.370, 3.157] | 224.0 | 1525723.0 | 110174.0 | 1134.0 | 0.549 |
| 10 | Diagnosis:Malignant neoplasm of primary, secondary, or uncertain origin sid:367651003 14799000[count>0] | 0.158 | 3.304 [2.904, 3.759] | 295.0 | 1509141.0 | 126756.0 | 1063.0 | 0.570 |
| 11 | Diagnosis:Abdominal mass (finding) sid:271860004 300404004[count>0] | 0.137 | 2.866 [2.520, 3.260] | 297.0 | 1490339.0 | 145558.0 | 1061.0 | 0.565 |
| 12 | Diagnosis:Mass of trunk (finding) sid:309524007 271860004[count>0] | 0.124 | 2.078 [1.847, 2.338] | 388.0 | 1371858.0 | 264039.0 | 970.0 | 0.562 |
| 13 | Diagnosis:Urinary system disorder sid:128606002 231860006[count>0] | 0.116 | 3.164 [2.792, 3.584] | 324.0 | 1488464.0 | 147433.0 | 1034.0 | 0.574 |
| 14 | Diagnosis:Neoplasm of trunk (disorder) sid:126637008 128050000[count>2] | 0.100 | 3.242 [2.821, 3.726] | 242.0 | 1533343.0 | 102554.0 | 1116.0 | 0.558 |
| 15 | Diagnosis:Assessment sid:129265001 185469009[count>0] | -0.069 | 0.465 [0.410, 0.529] | 303.0 | 1011607.0 | 624290.0 | 1055.0 | 0.421 |
| 16 | Diagnosis:Degenerative disorder (disorder) sid:362975008 111369005[count>0] | 0.037 | 1.993 [1.784, 2.227] | 488.0 | 1276578.0 | 359319.0 | 870.0 | 0.570 |
| 17 | Diagnosis:Finding of abdominal segment of trunk (finding) sid:609627001 116306000[count>0] | 0.037 | 2.147 [1.930, 2.388] | 714.0 | 1078749.0 | 557148.0 | 644.0 | 0.593 |
| 18 | Diagnosis:Procedure (procedure) sid:71388002 243120004[count>0] | -0.034 | 0.626 [0.561, 0.699] | 504.0 | 842122.0 | 793775.0 | 854.0 | 0.443 |
| 19 | Diagnosis:Mass sid:300848003 300851005[count>0] | 0.028 | 1.791 [1.601, 2.005] | 458.0 | 1273964.0 | 361933.0 | 900.0 | 0.558 |
| 20 | Diagnosis:Lower respiratory system structure sid:400141005 116006008[count>0] | 0.000 | 2.735 [2.370, 3.157] | 224.0 | 1525723.0 | 110174.0 | 1134.0 | 0.549 |