Harnessing Natural Language Processing to Support Decisions Around Workplace-Based Assessment: Machine Learning Study of Competency-Based Medical Education

¹ McMaster Education Research, Innovation, and Theory (MERIT) Program, Faculty of Health Sciences, McMaster University, Hamilton, ON, CA

² Program for Faculty Development, Office of Continuing Professional Development, McMaster University, Hamilton, ON, CA

³ Department of Medical Education, Ege University , Izmir , TR

⁴ Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, CA

⁵ Department of Medicine and Masters in eHealth Program, McMaster University , Hamilton, ON, CA

⁶ Division of Education and Innovation, Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, CA

⁷ Division of Emergency Medicine, Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, CA