Division I - Education in the Professions

Ni Bei, The American Board of Anesthesiology 

Aggregating Workplace-Based Assessment and Entrustable Professional Activity Ratings using Bayesian Inference - Andrew E. Krumm, University of Michigan

Evaluating the Validity and Reliability of General Surgery Milestones 2.0: A National Study - Dandan Chen, Mass General Hospital/Harvard Medical School; Jonah Thomas, Massachusetts General Hospital

Predicting General Surgery Resident Competence: Evaluating Accuracy and Fairness of Statistical Learning Methods - Ting Sun, University of Utah; Stella Yun Kim, University of North Carolina - Charlotte; Gabrielle Moore, University of Utah; Brigitte K. Smith, University of Utah

Predicting Medical Students’ Clinical Empathy Development: A Longitudinal Study with Machine Learning and Cluster Analysis - Haichun Zhou, Peking University; Ziyue Shen, Peking University; Hongbin Wu, Peking University

Violet Kulo, University of Maryland - Baltimore

Irina Grabovsky, National Board of Medical Examiners