2026. Predicting Gestational Diabetes Mellitus (GDM) Risk in Geographically and Socioeconomically Diverse Populations: Leveraging XGBoost and Random Forest on Stratified Electronic Health Records. The Science Post. 2, 2 (Jun. 2026).