| index | variable | beta coef | unadjusted OR | TP | TN | FP | FN | AUC Single |
|---|---|---|---|---|---|---|---|---|
| 0 | demographics_GENDER_Male | -2.755 | 0.000 [0.000, 0.000] | 0.0 | 1065052.0 | 575976.0 | 715.0 | 0.325 |
| 1 | Diagnosis:Pelvic organ finding sid:700006000 249585009[count>2] | 0.356 | 11.074 [9.438, 12.993] | 216.0 | 1579294.0 | 61734.0 | 499.0 | 0.632 |
| 2 | Diagnosis:Structure of genitourinary system sid:21514008 278861008[count>0] | 0.322 | 3.712 [3.204, 4.300] | 383.0 | 1251941.0 | 389087.0 | 332.0 | 0.649 |
| 3 | Diagnosis:Disorder of female genital organs (disorder) sid:244938009 198306003[count>2] | 0.247 | 13.999 [11.938, 16.416] | 219.0 | 1590853.0 | 50175.0 | 496.0 | 0.638 |
| 4 | Diagnosis:Genitourinary finding sid:118238000 300479008[count>2] | 0.191 | 4.609 [3.971, 5.350] | 294.0 | 1425116.0 | 215912.0 | 421.0 | 0.640 |
| 5 | Diagnosis:Malignant neoplasm of primary, secondary, or uncertain origin sid:367651003 14799000[count>0] | 0.161 | 4.783 [4.070, 5.621] | 208.0 | 1511390.0 | 129638.0 | 507.0 | 0.606 |
| 6 | Diagnosis:Mass of trunk (finding) sid:309524007 271860004[count>0] | 0.148 | 3.966 [3.421, 4.598] | 311.0 | 1374291.0 | 266737.0 | 404.0 | 0.636 |
| 7 | Diagnosis:In the past sid:410513005 6493001[count>2] | 0.140 | 3.463 [2.936, 4.085] | 193.0 | 1482724.0 | 158304.0 | 522.0 | 0.587 |
| 8 | Diagnosis:Other specified postprocedural states Z98.89[count>0] | 0.134 | 4.620 [3.824, 5.581] | 132.0 | 1564362.0 | 76666.0 | 583.0 | 0.569 |
| 9 | Diagnosis:Mass of urogenital structure (finding) sid:300856000 300857009[count>0] | 0.118 | 6.558 [5.586, 7.698] | 213.0 | 1541299.0 | 99729.0 | 502.0 | 0.619 |
| 10 | Diagnosis:Clinical evaluation sid:386053000 103705002[count>0] | -0.116 | 1.315 [1.128, 1.532] | 461.0 | 689396.0 | 951632.0 | 254.0 | 0.532 |
| 11 | demographics_RACE_White | 0.112 | 1.398 [1.187, 1.646] | 515.0 | 577448.0 | 1063580.0 | 200.0 | 0.536 |
| 12 | Diagnosis:Disorder of uterine cervix (disorder) sid:63339007 198338008[count>0] | 0.106 | 20.957 [17.495, 25.104] | 150.0 | 1620499.0 | 20529.0 | 565.0 | 0.599 |
| 13 | Diagnosis:Subject of record sid:410604004 169621002[count>0] | 0.091 | 2.627 [2.269, 3.043] | 339.0 | 1221764.0 | 419264.0 | 376.0 | 0.609 |
| 14 | Diagnosis:Disease (disorder) sid:64572001 173300003[count>0] | -0.084 | 1.614 [1.273, 2.048] | 639.0 | 264314.0 | 1376714.0 | 76.0 | 0.527 |
| 15 | Diagnosis:Pain at anatomical site sid:279001004 301365009[count>0] | -0.068 | 1.136 [0.976, 1.323] | 265.0 | 1080896.0 | 560132.0 | 450.0 | 0.515 |
| 16 | ProcedureCPT:235 Other Laboratory 0058T[count>0] | 0.067 | 2.716 [2.302, 3.204] | 192.0 | 1445605.0 | 195423.0 | 523.0 | 0.575 |
| 17 | Diagnosis:Mass of female genital structure (finding) sid:300859007 289477004[count>0] | 0.051 | 10.368 [8.804, 12.210] | 200.0 | 1581781.0 | 59247.0 | 515.0 | 0.622 |
| 18 | Diagnosis:Female genitalia observations sid:248842004 248870002[count>0] | 0.047 | 7.598 [6.554, 8.807] | 315.0 | 1486911.0 | 154117.0 | 400.0 | 0.673 |
| 19 | Diagnosis:Drug therapy status (situation) sid:410684002 135794007[count>0] | 0.042 | 5.959 [4.945, 7.180] | 137.0 | 1578249.0 | 62779.0 | 578.0 | 0.577 |
| 20 | Diagnosis:Malignant neoplasm, primary sid:86049000 10069009[count>0] | 0.017 | 6.722 [5.493, 8.226] | 112.0 | 1596905.0 | 44123.0 | 603.0 | 0.565 |
| 21 | Diagnosis:Clinical finding sid:404684003 250171008[count>2] | -0.007 | 1.428 [1.155, 1.765] | 616.0 | 306241.0 | 1334787.0 | 99.0 | 0.524 |