Table 5. Predictive ability of the final model.
PPV=Positive predictive value, NPV=Negative predictive value, AUC=Area under the receiver operating curve (ROC). The Past Live Birth subgroup contained only women with a past live birth where a previous preterm birth (PTB) would be a more useful predictor; this subgroup consisted of 1369 term birth (TB) and 96 PTB. The Nulliparous subgroup is women with no past live births; this subgroup consisted of 951 TB and 93 PTB. The Past Term Birth subgroup consists of women who have had a past live birth and have never had a PTB; this subgroup contained 1299 TB and 76 PTB.
| Entire Cohort (n=2509) | Past Live Birth Subgroup (n=1465) | |||||
|---|---|---|---|---|---|---|
| Past PTB |
Model | Model (Spec>90%) |
Past PTB |
Model | Model (Spec>90%) |
|
| Prevalence | 7.5 | 7.5 | 7.5 | 6.6 | 6.6 | 6.6 |
| Sensitivity | 10.6 | 17.5 | 31.2 | 20.8 | 26.0 | 35.4 |
| Specificity | 97.0 | 97.2 | 90.6 | 94.9 | 95.3 | 90.8 |
| PPV | 22.2 | 33.7 | 21.3 | 22.2 | 27.8 | 21.2 |
| NPV | 93.0 | 93.5 | 94.2 | 94.5 | 94.8 | 95.2 |
| AUC | 53.8 | 69.5 | 69.5 | 57.9 | 70.3 | 70.3 |
| Nulliparous Subgroup (n=1044) | Past Term Birth Subgroup (n=1375) | |||
|---|---|---|---|---|
| Model (Spec>95%) |
Model (Spec>90%) |
Model (Spec>95%) |
Model (Spec>90%) |
|
| Prevalence | 8.9 | 8.9 | 5.5 | 5.5 |
| Sensitivity | 12.9 | 26.9 | 18.4 | 26.3 |
| Specificity | 96.6 | 90.9 | 96.5 | 91.2 |
| PPV | 27.3 | 22.3 | 23.3 | 14.9 |
| NPV | 91.9 | 92.7 | 95.3 | 95.5 |
| AUC | 65.7 | 65.7 | 65.9 | 65.9 |