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