Comparative evaluation of artificial intelligence models GPT-4 and GPT-3.5 in clinical decision-making in sports surgery and physiotherapy: a cross-sectional study

GPT-4 demonstrates superior performance compared to GPT-3.5 in clinical decision-making for sports surgery and physiotherapy. These findings suggest that advanced AI models can aid in diagnostic accuracy, treatment planning, and rehabilitation strategies. However, AI should function as a decision-support tool rather than a substitute for expert clinical judgment. Future studies should explore the integration of AI into real-world clinical workflows, validate findings using larger datasets, and compare additional AI models beyond the GPT series.

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Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2025-04-14
DOI
https://doi.org/10.1186/s12911-025-02996-8
Citations
11
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
7.20
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article

Comparative evaluation of artificial intelligence models GPT-4 and GPT-3.5 in clinical decision-making in sports surgery and physiotherapy: a cross-sectional study

Veysel Uludağ, Mehmet Arıcan, Zekeriya Okan Karaduman, Sönmez Sağlam et al.
11 citations
BMC Medical Informatics and Decision Making
Artificial Intelligence in Healthcare and Education
7.20
article

Comparative evaluation of artificial intelligence models GPT-4 and GPT-3.5 in clinical decision-making in sports surgery and physiotherapy: a cross-sectional study

Veysel Uludağ, Mehmet Arıcan, Zekeriya Okan Karaduman, Sönmez Sağlam, Mücahid Osman Yücel, Raşit Emin Dalaslan
article en
11 citations

Abstract

GPT-4 demonstrates superior performance compared to GPT-3.5 in clinical decision-making for sports surgery and physiotherapy. These findings suggest that advanced AI models can aid in diagnostic accuracy, treatment planning, and rehabilitation strategies. However, AI should function as a decision-support tool rather than a substitute for expert clinical judgment. Future studies should explore the integration of AI into real-world clinical workflows, validate findings using larger datasets, and compare additional AI models beyond the GPT series.

BMC Medical Informatics and Decision MakingVol. 25(1)
Düzce Üniversitesi (TR)
Peace, Justice and strong institutions
Openalex Percentile: Top 3%
Artificial Intelligence in Healthcare and Education
7.20
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