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人工智能助长了邓宁-克鲁格效应:评估ChatGPT对青少年特发性脊柱侧凸常见问题的回答

Artificial Intelligence Promotes the Dunning Kruger Effect: Evaluating ChatGPT Answers to Frequently Asked Questions About Adolescent Idiopathic Scoliosis.

作者信息

Li Lambert T, Adelstein Jeremy M, Sinkler Margaret A, Mistovich R Justin

机构信息

From the Department of Orthopaedic Surgery (Li, Adelstein, Sinkler, and Mistovich), University Hospitals, Case Western Reserve University, Cleveland, OH, and the Department of Orthopaedic Surgery (Mistovich), The MetroHealth System, Case Western Reserve University, Cleveland, OH.

出版信息

J Am Acad Orthop Surg. 2025 May 1;33(9):473-480. doi: 10.5435/JAAOS-D-24-00297. Epub 2024 Sep 20.

Abstract

INTRODUCTION

Patients have long turned to the Internet for answers to common medical questions. As the ability to access information evolves beyond standard search engines, patients with adolescent idiopathic scoliosis (AIS) and their parents may use artificial intelligence chatbots such as ChatGPT as a new source of information.

METHODS

Ten frequently asked questions regarding AIS were posed to ChatGPT. The accuracy and adequacy of the responses were graded as excellent not requiring clarification, satisfactory requiring minimal clarification, satisfactory requiring moderate clarification, and unsatisfactory requiring substantial clarification.

RESULTS

ChatGPT gave one response that was excellent not requiring clarification, four responses that were satisfactory requiring minimal clarification, three responses that were satisfactory requiring moderate clarification, and two responses that were unsatisfactory requiring substantial clarification, with information about higher level, more complex areas of discussion such as surgical options being less accurate.

CONCLUSION

ChatGPT provides answers to FAQs about AIS that were generally accurate, although correction was needed on specific surgical treatments. Patients may be at risk of developing a Dunning-Kruger effect by proxy from the superficial and sometimes inaccurate information provided by ChatGPT on more complex aspects of AIS.

摘要

引言

长期以来,患者一直通过互联网来寻求常见医学问题的答案。随着获取信息的能力超越了标准搜索引擎,青少年特发性脊柱侧凸(AIS)患者及其父母可能会将诸如ChatGPT之类的人工智能聊天机器人作为新的信息来源。

方法

向ChatGPT提出了10个有关AIS的常见问题。对回答的准确性和充分性进行分级,分为无需澄清即为优秀、只需最少澄清即为满意、需要适度澄清即为满意、需要大量澄清即为不满意。

结果

ChatGPT给出了1个无需澄清即为优秀的回答,4个只需最少澄清即为满意的回答,3个需要适度澄清即为满意的回答,以及2个需要大量澄清即为不满意的回答,关于诸如手术选择等高层面、更复杂讨论领域的信息准确性较低。

结论

ChatGPT提供了关于AIS常见问题的答案,这些答案总体上是准确的,不过在特定手术治疗方面需要修正。由于ChatGPT在AIS更复杂方面提供的信息肤浅且有时不准确,患者可能会间接产生邓宁-克鲁格效应。

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