Comparative performance of large language models in answering periodontology questions from the Turkish Dental Specialty Examination: a cross-sectional study on accuracy and coverage

Among the tested LLMs, ChatGPT-4 consistently outperformed others in accuracy, while DeepSeek-R1 and Gemini demonstrated moderate performance and Claude lagged behind. Accuracy was lower in clinical questions, reflecting the contextual complexity of clinical reasoning. Coverage scores did not differ significantly, indicating broadly similar comprehensiveness of responses.

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Publication Details

Journal
BMC Oral Health
Published
2025-11-19
DOI
https://doi.org/10.1186/s12903-025-07241-2
Citations
2
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.31
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article

Comparative performance of large language models in answering periodontology questions from the Turkish Dental Specialty Examination: a cross-sectional study on accuracy and coverage

Müzeyyen Kandemir, Ebru Sarıbaş
2 citations
BMC Oral Health
Artificial Intelligence in Healthcare and Education
1.31
article

Comparative performance of large language models in answering periodontology questions from the Turkish Dental Specialty Examination: a cross-sectional study on accuracy and coverage

Müzeyyen Kandemir, Ebru Sarıbaş
article en
2 citations

Abstract

Among the tested LLMs, ChatGPT-4 consistently outperformed others in accuracy, while DeepSeek-R1 and Gemini demonstrated moderate performance and Claude lagged behind. Accuracy was lower in clinical questions, reflecting the contextual complexity of clinical reasoning. Coverage scores did not differ significantly, indicating broadly similar comprehensiveness of responses.

BMC Oral HealthVol. 25(1)
Dicle University (TR)
Openalex Percentile: Top 14%
Artificial Intelligence in Healthcare and Education
1.31
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