Author

Chaofan Yang

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Review Open access Aug 2026

Evaluation of a large language model for clinician-facing preoperative cost-communication preparation in total knee arthroplasty

The LLM showed offline potential for identifying cost-communication cues and generating clinician-facing preparation checklists for TKA, but content omissions, quality variation, safety risks, and substantive cross-run variability remained.

Zebing Ma, Liping Xue, Gonghui Jian et al. · Frontiers in Medicine · 0 citations