Clinical risk assessment in early pregnancy for preeclampsia in nulliparous women: A population based cohort study.

Multivariable models in early pregnancy had a modest performance, although providing advantages over the NICE-guidelines, in predicting preeclampsia in nulliparous women. Use of a machine learning algorithm (Random forest) did not result in superior prediction.