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Author

Yunus Emre Çakmak

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2 papers indexed here

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Open access Oct 2026

Large Language Models for NiTi File-Group Selection in Endodontics: A Two-Stage Comparative Study.

This study evaluated whether a structured nickel-titanium file-group framework improves large language model recommendations for endodontic instrumentation. Five models were tested across 48 standardised scenarios under label-only and structured-framework conditions. Two independent endodontists, blinded to model ident...

Damla Erkal, Yunus Emre Çakmak, Kürşat Er · 0 citations
Aug 2026

Evaluating Large Language Models in Endodontic Irrigants: A Structured Assessment of Accuracy, Readability, Hallucination Subtypes and Clinical Risk.

BACKGROUND Large language models (LLMs) are increasingly used by clinicians and learners for endodontic information, yet their reliability for irrigation-related knowledge remains unclear. This study evaluated the accuracy, readability, hallucination profile, clinical risk, and temporal stability of 4 general-purpose L...

Damla Erkal, Yunus Emre Çakmak, Kürşat Er · 0 citations

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