Clinical prediction is at the heart of preventing birth trauma and pelvic floor disorders for individual women.

This article contrasts how causal and predictive modeling approaches are different and argues that indiscriminately modeling risk factors for birth trauma and pelvic floor disorder outcomes is costly to women.