Published on in Vol 8, No 2 (2022): Apr-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30537, first published .
Harnessing Natural Language Processing to Support Decisions Around Workplace-Based Assessment: Machine Learning Study of Competency-Based Medical Education

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

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

Yusuf Yilmaz 1, 2, 3, 4, MSc, PhD;  Alma Jurado Nunez 5, MBBS, MSc;  Ali Ariaeinejad 5, MSc;  Mark Lee 1, BHSc, DipCLS;  Jonathan Sherbino 1, 6, 7, MD, MEd;  Teresa M Chan 1, 2, 6, 7, MD, MHPE

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

Corresponding Author:

  • Teresa M Chan, MD, MHPE
  • Division of Emergency Medicine, Department of Medicine
  • Faculty of Health Sciences
  • McMaster University
  • McMaster Clinics, Room 255
  • 237 Barton St E
  • Hamilton, ON
  • CA
  • Phone: 1 905-525-9140
  • Email: teresa.chan@medportal.ca