Evaluating ChatGPT-4o’s Quality and Readability in Preoperative Facial Plastic Surgery Counseling: A Vignette-Based Analysis

ChatGPT-4o can generate preoperative educational materials at an appropriate reading level with moderate quality and specificity. However, its lack of source disclosure, minimal emphasis on alternative treatments, and insufficient promotion of physician consultation highlight its limitations. ChatGPT may serve as an adjunct to physician counseling but is not a substitute for personalized medical consultation by a plastic surgeon.

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Publication Details

Journal
Journal of Craniofacial Surgery
Published
2026-03-23
DOI
https://doi.org/10.1097/scs.0000000000012544
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating ChatGPT-4o’s Quality and Readability in Preoperative Facial Plastic Surgery Counseling: A Vignette-Based Analysis

Kate M Miller, Nicholas A. Mirsky, Baylee M. Brochu, Seth R Thaller
Journal of Craniofacial Surgery
Artificial Intelligence in Healthcare and Education
article

Evaluating ChatGPT-4o’s Quality and Readability in Preoperative Facial Plastic Surgery Counseling: A Vignette-Based Analysis

Kate M Miller, Nicholas A. Mirsky, Baylee M. Brochu, Seth R Thaller
article en

Abstract

ChatGPT-4o can generate preoperative educational materials at an appropriate reading level with moderate quality and specificity. However, its lack of source disclosure, minimal emphasis on alternative treatments, and insufficient promotion of physician consultation highlight its limitations. ChatGPT may serve as an adjunct to physician counseling but is not a substitute for personalized medical consultation by a plastic surgeon.

Journal of Craniofacial Surgery
University of Miami (US)
Quality Education
Openalex Percentile: Top 14%
Artificial Intelligence in Healthcare and Education
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