Evaluation of a large language model for clinician-facing preoperative cost-communication preparation in total knee arthroplasty
Zebing Ma, Liping Xue, Gonghui Jian, Liang Kong, Huayu Fan, Chaofan Yang, Xiaolong Wu, Rui Chen, Xiangyang Cao · 2026
Read Evaluation of a large language model for clinician-facing preoperative cost-communication preparation in total knee arthroplasty by Zebing Ma, Liping Xue, Gonghui Jian, Liang Kong, Huayu Fan, Chaofan Yang, Xiaolong Wu, Rui Chen, Xiangyang Cao (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13506894.txt.
Description
Background and aimsCosts associated with total knee arthroplasty (TKA) may affect treatment preparation, expectation management, and postoperative care planning. Previous large language model (LLM) studies have focused mainly on medical question answering, patient education, and clinical decision support, whereas their performance in clinician-facing preoperative cost-communication preparation remains unclear.
Catalog record
| CREATOR | Zebing Ma, Liping Xue, Gonghui Jian, Liang Kong, Huayu Fan, Chaofan Yang, Xiaolong Wu, Rui Chen, Xiangyang Cao |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 73 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |