Utility of Artificial Intelligence in Orthopedic Surgery Literature Review: A Comparative Pilot Study.

IF 1.1 4区 医学 Q3 ORTHOPEDICS Orthopedics Pub Date : 2024-05-01 Epub Date: 2023-12-28 DOI:10.3928/01477447-20231220-02
Ryan Y Sanii, Johnny K Kasto, Wade B Wines, Jared M Mahylis, Stephanie J Muh
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Abstract

Objective: Literature reviews are essential to the scientific process and allow clinician researchers to advance general knowledge. The purpose of this study was to evaluate if the artificial intelligence (AI) programs ChatGPT and Perplexity.AI can perform an orthopedic surgery literature review.

Materials and methods: Five different search topics of varying specificity within orthopedic surgery were chosen for each search arm to investigate. A consolidated list of unique articles for each search topic was recorded for the experimental AI search arms and compared with the results of the control arm of two independent reviewers. Articles in the experimental arms were examined by the two independent reviewers for relevancy and validity.

Results: ChatGPT was able to identify a total of 61 unique articles. Four articles were not relevant to the search topic and 51 articles were deemed to be fraudulent, resulting in 6 valid articles. Perplexity.AI was able to identify a total of 43 unique articles. Nineteen were not relevant to the search topic but all articles were able to be verified, resulting in 24 valid articles. The control arm was able to identify 132 articles. Success rates for ChatGPT and Perplexity. AI were 4.6% (6 of 132) and 18.2% (24 of 132), respectively.

Conclusion: The current iteration of ChatGPT cannot perform a reliable literature review, and Perplexity.AI is only able to perform a limited review of the medical literature. Any utilization of these open AI programs should be done with caution and human quality assurance to promote responsible use and avoid the risk of using fabricated search results. [Orthopedics. 2024;47(3):e125-e130.].

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人工智能在骨科手术文献综述中的实用性:比较试点研究
目的:文献综述是科学研究过程中不可或缺的一部分,它能让临床研究人员增进常识。本研究旨在评估人工智能(AI)程序 Chat-GPT 和 Perplexity.AI 能否进行骨科手术文献综述:每个搜索臂选择了骨科手术中五个不同的搜索主题进行研究。人工智能实验搜索臂记录了每个搜索主题的唯一文章综合列表,并与两名独立审稿人的对照组结果进行了比较。两名独立审稿人对实验组的文章进行了相关性和有效性审查:ChatGPT 共识别出 61 篇独特的文章。其中 4 篇文章与搜索主题不相关,51 篇文章被认为是欺诈性的,因此有效文章为 6 篇。Perplexity.AI共识别出43篇独特的文章。有 19 篇文章与搜索主题无关,但所有文章都经过了验证,最终产生了 24 篇有效文章。对照组能够识别出 132 篇文章。ChatGPT 和 Perplexity.AI 的成功率分别为 4.6%(132 篇文章中的 6 篇)和 18.2%(132 篇文章中的 24 篇):结论:目前的 ChatGPT 无法进行可靠的文献综述,而 Perplexity.AI 只能对医学文献进行有限的综述。任何使用这些开放式人工智能程序的行为都应谨慎,并通过人为的质量保证来促进负责任的使用,避免使用捏造的搜索结果的风险。[骨科。202x;4x(x):xx-xx]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Orthopedics
Orthopedics 医学-整形外科
CiteScore
2.20
自引率
0.00%
发文量
160
审稿时长
3 months
期刊介绍: For over 40 years, Orthopedics, a bimonthly peer-reviewed journal, has been the preferred choice of orthopedic surgeons for clinically relevant information on all aspects of adult and pediatric orthopedic surgery and treatment. Edited by Robert D''Ambrosia, MD, Chairman of the Department of Orthopedics at the University of Colorado, Denver, and former President of the American Academy of Orthopaedic Surgeons, as well as an Editorial Board of over 100 international orthopedists, Orthopedics is the source to turn to for guidance in your practice. The journal offers access to current articles, as well as several years of archived content. Highlights also include Blue Ribbon articles published full text in print and online, as well as Tips & Techniques posted with every issue.
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