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在线人工智能平台及其在胃肠外科手术中的适用性。

Online artificial intelligence platforms and their applicability to gastrointestinal surgical operations.

机构信息

Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States.

Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States.

出版信息

J Gastrointest Surg. 2024 Jan;28(1):64-69. doi: 10.1016/j.gassur.2023.11.019.

Abstract

BACKGROUND

The internet is a common source of health information for patients. Interactive online artificial intelligence (AI) may be a more reliable source of health-related information than traditional search engines. This study aimed to assess the quality and perceived utility of chat-based AI responses related to 3 common gastrointestinal (GI) surgical procedures.

METHODS

A survey of 24 questions covering general perioperative information on cholecystectomy, pancreaticoduodenectomy (PD), and colectomy was created. Each question was posed to Chat Generative Pre-trained Transformer (ChatGPT) in June 2023, and the generated responses were recorded. The quality and perceived utility of responses were independently and subjectively graded by expert respondents specific to each surgical field. Grades were classified as "poor," "fair," "good," "very good," or "excellent."

RESULTS

Among the 45 respondents (general surgeon [n = 13], surgical oncologist [n = 18], colorectal surgeon [n = 13], and transplant surgeon [n = 1]), most practiced at an academic facility (95.6%). Respondents had been in practice for a mean of 12.3 years (general surgeon, 14.5 ± 7.2; surgical oncologist, 12.1 ± 8.2; colorectal surgeon, 10.2 ± 8.0) and performed a mean 53 index operations annually (cholecystectomy, 47 ± 28; PD, 28 ± 27; colectomy, 81 ± 44). Overall, the most commonly assigned quality grade was "fair" or "good" for most responses (n = 622/1080, 57.6%). Most of the 1080 total utility grades were "fair" (n = 279, 25.8%) or "good" (n = 344, 31.9%), whereas only 129 utility grades (11.9%) were "poor." Of note, ChatGPT responses related to cholecystectomy (45.3% ["very good"/"excellent"] vs 18.1% ["poor"/"fair"]) were deemed to be better quality than AI responses about PD (18.9% ["very good"/"excellent"] vs 46.9% ["poor"/"fair"]) or colectomy (31.4% ["very good"/"excellent"] vs 38.3% ["poor"/"fair"]). Overall, only 20.0% of the experts deemed ChatGPT to be an accurate source of information, whereas 15.6% of the experts found it unreliable. Moreover, 1 in 3 surgeons deemed ChatGPT responses as not likely to reduce patient-physician correspondence (31.1%) or not comparable to in-person surgeon responses (35.6%).

CONCLUSIONS

Although a potential resource for patient education, ChatGPT responses to common GI perioperative questions were deemed to be of only modest quality and utility to patients. In addition, the relative quality of AI responses varied markedly on the basis of procedure type.

摘要

背景

互联网是患者获取健康信息的常见来源。交互式在线人工智能(AI)可能比传统搜索引擎更可靠地提供与健康相关的信息。本研究旨在评估基于聊天的 AI 对 3 种常见胃肠(GI)外科手术的回应的质量和感知效用。

方法

创建了一个包含胆囊切除术、胰十二指肠切除术(PD)和结肠切除术一般围手术期信息的 24 个问题的调查。2023 年 6 月,向 ChatGPT 提出了每个问题,并记录了生成的回复。每个外科领域的专家独立和主观地对回复的质量和感知效用进行评分。评分分为“差”、“一般”、“好”、“很好”或“优秀”。

结果

在 45 名受访者(普外科医生[n=13]、外科肿瘤学家[n=18]、结直肠外科医生[n=13]和移植外科医生[n=1])中,大多数人在学术机构工作(95.6%)。受访者的平均从业年限为 12.3 年(普外科医生 14.5±7.2;外科肿瘤学家 12.1±8.2;结直肠外科医生 10.2±8.0),每年平均进行 53 例指数手术(胆囊切除术 47±28;PD 28±27;结肠切除术 81±44)。总体而言,对于大多数回复(n=622/1080,57.6%),最常见的质量等级为“一般”或“良好”。在总共 1080 个效用等级中,大多数为“一般”(n=279,25.8%)或“良好”(n=344,31.9%),而只有 129 个效用等级(11.9%)为“差”。值得注意的是,与胆囊切除术(45.3%[“非常好”/“优秀”]比 PD[18.9%[“差”/“一般”])相比,ChatGPT 回复被认为质量更好或 colectomy(31.4%[“非常好”/“优秀”]比 38.3%[“差”/“一般”])。总体而言,只有 20.0%的专家认为 ChatGPT 是准确的信息来源,而 15.6%的专家认为它不可靠。此外,1/3 的外科医生认为 ChatGPT 回复不太可能减少医患沟通(31.1%)或与面对面的外科医生回复不可比(35.6%)。

结论

尽管可能是患者教育的一种资源,但 ChatGPT 对常见 GI 围手术期问题的回复被认为质量和对患者的实用性都只是中等水平。此外,AI 回复的相对质量在很大程度上取决于手术类型。

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