聊天GPT-4关于关节软骨手术的回应往往不同于专家的共识:比较分析
Takuji Yokoe1,2, Giulia Roversi3, Nuno Sevivas4,5,6,7
1Orthopaedic Department, Centro Hospitalar Póvoa de Varzim, Vila do Conde, Portugal.
Foot & ankle orthopaedics
|August 18, 2025
概括
像ChatGPT这样的大型语言模型可能无法为足手术提供准确的指导. 这项研究发现,关于脚软骨修复的ChatGPT-4反应往往不同于专家的共识.
科学领域:
- 整形外科 整形外科 整形外科
- 人工智能在医学中的应用
- 手术创新 在外科创新.
背景情况:
- 对于像ChatGPT这样的大型语言模型 (LLM) 进行的有限研究,用于足手术的临床指导.
- 这项研究解决了评估骨科决策中的LLM准确性的需要.
研究的目的:
- 评估ChatGPT关于脚软骨修复的指导的准确性.
- 将ChatGPT的答案与已建立的专家共识陈述进行比较.
主要方法:
- 根据2017年国际共识会议,ChatGPT-4对关节软骨病变治疗方法提出了14个问题.
- 答案与共识陈述进行了评估,使用利克尔特等级 (1-5) 进行相似性评估.
- 聊天GPT的答案在准确性,过度结论性,补充性和不完整性方面得到了进一步的评分.
主要成果:
- 聊天GPT答案和专家共识之间的平均相似度得分为3.1 ± 0.8.8.
- 聊天GPT实现了71.4%的准确性,但也显示了35.7%的过度结论性和78.6%的补充性.
- 很大一部分答案 (14.3%) 是不完整的.
结论:
- 聊天GPT-4经常提供信息,偏离了关于关节软骨病变的手术治疗的专家共识.
- 这些发现表明,在这个专门的外科领域使用LLM作为临床指导时需要谨慎.
更多相关视频
相关概念视频
01:27Growth of Cartilage and Bone Tissue
3.5K
Chondrocytes form a temporary cartilaginous model by dividing and secreting a thick gel-like extracellular matrix. Once the chondrocytes undergo programmed cell death, osteoblasts enter the site of the cartilaginous model. The process of replacing the temporary cartilaginous model with bone in an ordered manner is called endochondral ossification. In endochondral ossification, not all of the cartilage is replaced by bone tissue. Some cartilage that performs a protective and supportive function...
3.5K
01:10Ankle Joint
1.8K
The ankle is formed by the talocrural joint (crural = leg). It consists of the articulations between the talus bone of the foot and the distal ends of the tibia and fibula of the leg. The superior aspect of the talus bone is square-shaped and has three areas of articulation. The top of the talus articulates with the inferior tibia. This is the portion of the ankle joint that carries the body weight between the leg and foot. The sides of the talus are firmly held in position by the articulations...
1.8K