A prognostic model for use at labour onset to estimate the risk of severe fetal compromise at birth: a retrospective, model development and validation study.

Absence of reliable risk assessment and monitoring of fetal wellbeing during labour remains a major clinical challenge worldwide. Cardiotocography (CTG) is commonly used to monitor the fetal heart rate, but its misinterpretation or delays in clinical escalation contribute to poor birth outcomes. We