A Blinded Analysis of Quality and Fidelity in Orthopaedic Patient Education Materials Simplified by ChatGPT and Humans

This study is clinically relevant because orthopaedic PEMs are routinely delivered through the Epic electronic health record and directly affect patient understanding, consent, and adherence in both English and Spanish. By evaluating the readability and fidelity of AI-simplified materials across languages, this study informs safe, scalable strategies to improve patient communication in everyday orthopaedic practice.

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Publication Details

Journal
Journal of Bone and Joint Surgery
Published
2026-02-26
DOI
https://doi.org/10.2106/jbjs.25.00982
Primary Topic
Text Readability and Simplification
Type
article
Field-Weighted Citation Impact
0.00
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article

A Blinded Analysis of Quality and Fidelity in Orthopaedic Patient Education Materials Simplified by ChatGPT and Humans

Manjot Singh, Maxwell Sahhar, Alex Hernandez-Manriquez, Marco Kaper et al.
Journal of Bone and Joint Surgery
Text Readability and Simplification
article

A Blinded Analysis of Quality and Fidelity in Orthopaedic Patient Education Materials Simplified by ChatGPT and Humans

Manjot Singh, Maxwell Sahhar, Alex Hernandez-Manriquez, Marco Kaper, Anne-Emilie J. Rouffiac, Joseph Carroll, Lama A. Ammar, Edward Akelman, Alan H. Daniels, Joseph E. Nassar
article en

Abstract

This study is clinically relevant because orthopaedic PEMs are routinely delivered through the Epic electronic health record and directly affect patient understanding, consent, and adherence in both English and Spanish. By evaluating the readability and fidelity of AI-simplified materials across languages, this study informs safe, scalable strategies to improve patient communication in everyday orthopaedic practice.

Journal of Bone and Joint Surgery
Brown University (US)
Quality Education
Openalex Percentile: Top 46%
Text Readability and Simplification
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