Re-evaluating the role of personal statements in pediatric residency admissions in the era of artificial intelligence: comparing faculty ratings of human and AI-generated statements

AI-generated statements were rated similarly to human-authored statements and were indistinguishable by reviewers, highlighting the sophistication of these LLM models and the challenge in detecting their use. Furthermore, scores varied substantially between reviewers. As AI becomes increasingly used in application processes, it is imperative to examine its implications in the overall evaluation of applicants.

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Publication Details

Journal
Canadian Medical Education Journal
Published
2025-12-22
DOI
https://doi.org/10.36834/cmej.81345
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Re-evaluating the role of personal statements in pediatric residency admissions in the era of artificial intelligence: comparing faculty ratings of human and AI-generated statements

Erin R. Peebles, Mia Remington, Ye Shen, T. Van Hooren et al.
Canadian Medical Education Journal
Artificial Intelligence in Healthcare and Education
article

Re-evaluating the role of personal statements in pediatric residency admissions in the era of artificial intelligence: comparing faculty ratings of human and AI-generated statements

Erin R. Peebles, Mia Remington, Ye Shen, T. Van Hooren, Brittany Curry, Amrit Kirpalani
article en

Abstract

AI-generated statements were rated similarly to human-authored statements and were indistinguishable by reviewers, highlighting the sophistication of these LLM models and the challenge in detecting their use. Furthermore, scores varied substantially between reviewers. As AI becomes increasingly used in application processes, it is imperative to examine its implications in the overall evaluation of applicants.

Canadian Medical Education JournalVol. 16(6)
Western University (CA), University of British Columbia (CA), BC Children's Hospital (CA)
Quality Education
Openalex Percentile: Top 40%
Artificial Intelligence in Healthcare and Education
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