From Manual to Machine: Revolutionizing Day Surgery Guideline and Consensus Quality Assessment With Large Language Models.

Journal: Journal of evidence-based medicine
PMID:

Abstract

OBJECTIVE: To evaluate the methodological and reporting quality of clinical practice guidelines/expert consensus for ambulatory surgery centers published since 2000, combining manual assessment with large language model (LLM) analysis, while exploring LLMs' feasibility in quality evaluation.

Authors

  • Xingyu Wan
    The First School of Clinical Medicine, Lanzhou University, Lanzhou, China.
  • Ruiyan Wang
    The First School of Clinical Medicine, Lanzhou University, Lanzhou, China.
  • Junxian Zhao
    Research Center for Clinical Medicine, the First Hospital of Lanzhou University, Lanzhou, China.
  • Tianhu Liang
    Research Center for Clinical Medicine, the First Hospital of Lanzhou University, Lanzhou, China.
  • Bingyi Wang
    School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
  • Jie Zhang
    College of Physical Education and Health, Linyi University, Linyi, Shandong, China.
  • Yujia Liu
    The First School of Clinical Medicine, Lanzhou University, Lanzhou, China.
  • Yan Ma
    Medical School of Chinese PLA, 100853 Beijing, China.
  • Yaolong Chen
    Evidence-based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
  • Xinghua Lv
    The First School of Clinical Medicine, Lanzhou University, Lanzhou, China.