Dual-output, web-based risk assessment system for cesarean section due to dystocia: integration of logistic regression and risk scoring models

This dual-output, user-friendly, and admission-based web system enhances interpretability and supports personalized counseling and evidence-based decision-making. Specifically designed for Korean women, it enables the early identification of high-risk cases and may help reduce unnecessary operative interventions. Therefore, further multicenter studies are warranted.