Aug 2026· Odontology : official journal of The Society of the Nippon Dental University· 0 citations· 35 references
Medicine
TL;DR
Although large language models present potential as supportive decision-making tools in the evaluation of root resorption, diagnostic inconsistencies, limitations in source accuracy, and variability in responses restrict their independent use in clinical applications, the outputs generated by these models should be interpreted cautiously within clinical decision-making processes.
Comparing the scientific accuracy and response completeness of four contemporary LLMs: ChatGPT-5.2, Gemini 3, Copilot, and DeepSeek-V3.2 across major prosthodontic domains and question formats shows these models may support prosthodontic education and preliminary information retrieval, but cannot replace expert clinica...
Findings support the cautious integration of LLMs into clinical practice and endodontic education while underscoring the need for human oversight, as well as assessing domain-specific error patterns.
Alexandre Barbosa, Ana Cristina Braga, I. Pina-Vaz et al.· Odontology : official journa...· 0 citations
STATEMENT OF PROBLEM
Although general-purpose large language models (LLMs) have shown some promise in supporting dental treatment planning, their performance remains suboptimal. This limitation underscores the need for specialized models tailored to restorative dentistry.
PURPOSE
The purpose of this study was to deve...
M. Shirani· The Journal of prosthetic de...· 0 citations
Under this evaluation framework, no model advantage was demonstrated, while safety concerns remained frequent and evaluator perspective materially influenced judgments, suggesting large language model recommendations in frontal sinus trauma require expert review and multidisciplinary oversight.
M. Oruc, A. Gunenc, Ovunc Akdemir et al.· The Journal of craniofacial...· 0 citations
Findings support the use of guideline grounding to enhance the guideline concordance and reliability of LLM-generated responses while emphasizing the continued need for clinician oversight.
Sena Kaşıkçı, Ebru Şirinoğlu, Olcay Özdemir· Odontology : official journa...· 0 citations
The evaluated LLMs demonstrated high accuracy and consistency for structured fixed prosthodontics questions, with Claude Opus 4.8 highest, though not significant.
A. Bashir, M. ud Din Ahmad, Ussamah Waheed Jatala et al.· Pakistan BioMedical Journal· 0 citations
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