Table 1 Examples of predictive models on adverse maternal or neonatal outcomes
Author | Year | Country | Predictor variables | Outcome | AUROC | Sensitivity (%) | Specificity |
|---|---|---|---|---|---|---|---|
von Dadelszen et al. | 2011 | Canada, New Zealand Australia UK | Demographic characteristics Clinical Interventions Pregnancy outcomes | Maternal | 0.880 | 76 | 87% |
Payne et al. | 2014 | Fiji Uganda South Africa Brazil Pakistan | Demographic characteristics Symptoms Signs | Maternal | 0.768 | 41.4 | 91.9% |
Thangaratinam et al. | 2017 | England Wales | Demographic characteristics Medical history Signs Laboratory tests Oxygen saturation Antihypertensives Magnesium sulphate | Maternal Neonatal | 0.840 | 82 | – |