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Article CommentaryCommentary

Leveraging Large Language Models to Advance Certification, Physician Learning, and Diagnostic Excellence

Ting Wang, David W. Price and Andrew W. Bazemore
The Journal of the American Board of Family Medicine August 2025, DOI: https://doi.org/10.3122/jabfm.2024.240385R1
Ting Wang
From the American Board of Family Medicine, Lexington, KY (TW, DWP, AWB); Department of Family Medicine, University of Colorado School Anschutz School of Medicine, Aurora, CO (DWP).
PhD
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David W. Price
From the American Board of Family Medicine, Lexington, KY (TW, DWP, AWB); Department of Family Medicine, University of Colorado School Anschutz School of Medicine, Aurora, CO (DWP).
MD
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Andrew W. Bazemore
From the American Board of Family Medicine, Lexington, KY (TW, DWP, AWB); Department of Family Medicine, University of Colorado School Anschutz School of Medicine, Aurora, CO (DWP).
MD, MPH
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Article Information

DOI 
https://doi.org/10.3122/jabfm.2024.240385R1
PubMed 
40854705

Published By 
The Journal of the American Board of Family Medicine
Print ISSN 
1557-2625
Online ISSN 
1558-7118
History 
  • Received for publication October 23, 2024
  • Revision received January 2, 2025
  • Accepted for publication January 21, 2025
  • Published online August 25, 2025.

Copyright & Usage 
Copyright © 2025 by Family Physicians Inquiries Network, Inc.

Author Information

  1. Ting Wang, PhD,
  2. David W. Price, MD and
  3. Andrew W. Bazemore, MD, MPH
  1. From the American Board of Family Medicine, Lexington, KY (TW, DWP, AWB); Department of Family Medicine, University of Colorado School Anschutz School of Medicine, Aurora, CO (DWP).
  1. Corresponding author: Ting Wang, PhD, 1648 McGrathiana Parkway, Suite 550, Lexington, KY 40511 (E-mail: twang{at}theabfm.org).
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The Journal of the American Board of Family Medicine: 38 (3)
The Journal of the American Board of Family Medicine
Vol. 38, Issue 3
May-June 2025
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Leveraging Large Language Models to Advance Certification, Physician Learning, and Diagnostic Excellence
Ting Wang, David W. Price, Andrew W. Bazemore
The Journal of the American Board of Family Medicine Aug 2025, DOI: 10.3122/jabfm.2024.240385R1

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Leveraging Large Language Models to Advance Certification, Physician Learning, and Diagnostic Excellence
Ting Wang, David W. Price, Andrew W. Bazemore
The Journal of the American Board of Family Medicine Aug 2025, DOI: 10.3122/jabfm.2024.240385R1
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Keywords

  • Artificial Intelligence
  • Certification
  • Continuing Education
  • Diagnostic Errors
  • Examination Questions
  • Family Medicine
  • Formative Feedback
  • Large Language Models
  • Physicians
  • Self-Assessment

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