Model 1 | Model 2 | ||||||||||
Risk score cut-off point | Sensitivity % | Specificity % | PPV*% | NPV* % | Predicted probability of GDM % | Risk score cut-off point | Sensitivity % | Specificity % | PPV* % | NPV* % | Predicted probability of GDM % |
1.30 | 100.0 | 0.1 | 7.9 | 100.0 | 1.1465 | 3.50 | 100.0 | 0.2 | 7.9 | 100.0 | 1.0219 |
1.80 | 99.5 | 1.8 | 7.9 | 97.7 | 1.8949 | 4.00 | 99.7 | 2.1 | 8.0 | 98.8 | 1.6738 |
2.30 | 96.6 | 14.3 | 8.8 | 98.0 | 3.0861 | 4.60 | 95.1 | 16.5 | 8.8 | 97.5 | 3.0084 |
2.40 | 95.6 | 19.1 | 9.1 | 98.1 | 3.3997 | 4.70 | 93.5 | 20.9 | 9.2 | 97.4 | 3.3144 |
2.45 | 94.7 | 21.8 | 9.4 | 98.0 | 3.5678 | 4.75 | 90.6 | 23.8 | 9.2 | 96.7 | 3.4784 |
2.50 | 93.3 | 25.1 | 9.6 | 97.8 | 3.7438 | 4.80 | 89.9 | 26.3 | 9.4 | 96.8 | 3.6502 |
2.60 | 90.1 | 31.2 | 10.0 | 97.4 | 4.1214 | 4.90 | 87.9 | 32.4 | 10.0 | 96.9 | 4.0187 |
2.65 | 88.5 | 34.3 | 10.3 | 97.2 | 4.3235 | 5.00 | 85.7 | 38.1 | 10.6 | 96.9 | 4.4226 |
2.70 | 86.4 | 37.8 | 10.6 | 97.0 | 4.5351 | 5.04 | 84.0 | 40.8 | 10.8 | 96.8 | 4.5948 |
2.75 | 84.8 | 41.2 | 10.9 | 97.0 | 4.7566 | 5.07 | 82.7 | 42.5 | 10.9 | 96.6 | 4.7282 |
2.80† | 82.1 | 44.8 | 11.2 | 96.7 | 4.9883 | 5.10† | 81.8 | 44.4 | 11.1 | 96.6 | 4.8651 |
2.90 | 78.2 | 51.3 | 12.0 | 96.5 | 5.4842 | 5.20 | 77.5 | 50.6 | 11.8 | 96.3 | 5.3494 |
3.00 | 74.0 | 57.7 | 13.0 | 96.3 | 6.0262 | 5.30 | 72.3 | 56.3 | 12.4 | 96.0 | 5.8790 |
3.10 | 66.9 | 63.2 | 13.4 | 95.7 | 6.6180 | 5.40 | 69.7 | 62.1 | 13.5 | 96.0 | 6.4573 |
3.20 | 63.2 | 68.8 | 14.7 | 95.6 | 7.2635 | 5.50 | 64.8 | 67.3 | 14.4 | 95.7 | 7.0883 |
3.30 | 56.8 | 74.0 | 15.7 | 95.3 | 7.9666 | 5.60 | 59.9 | 72.1 | 15.5 | 95.5 | 7.7758 |
3.40 | 51.3 | 78.0 | 16.6 | 94.9 | 8.7312 | 5.70 | 53.7 | 76.6 | 16.4 | 95.1 | 8.5239 |
3.60 | 40.5 | 85.6 | 19.3 | 94.4 | 10.4621 | 6.00 | 39.7 | 86.5 | 20.0 | 94.4 | 11.1729 |
3.80 | 28.3 | 90.5 | 20.2 | 94.6 | 12.4892 | 6.34 | 25.6 | 93.0 | 23.8 | 93.6 | 15.0179 |
4.35 | 12.4 | 97.6 | 30.6 | 92.9 | 19.8308 | 6.70 | 12.7 | 96.9 | 25.9 | 92.9 | 20.2103 |
*PPV and NPV were calculated based on the prevalence of GDM in testing dataset (ie, 506/6444)
†The suggested cut-off points.
GDM, gestational diabetes mellitus; NPV, negative predictive value; PPV, positive predictive value.