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

IF 2.6 2区 医学 Q1 ORTHOPEDICS Journal of the American Academy of Orthopaedic Surgeons Pub Date : 2024-09-20 DOI:10.5435/JAAOS-D-24-00297
Lambert T Li, Jeremy M Adelstein, Margaret A Sinkler, R Justin Mistovich
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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.

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人工智能促进邓宁-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。
介绍:长期以来,患者一直在互联网上寻找常见医疗问题的答案。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弯症(AIS)患者及其家长可以使用人工智能聊天机器人(如 ChatGPT)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。回答的准确性和充分性被分为不需要澄清的优秀、需要少量澄清的满意、需要适度澄清的满意和需要大量澄清的不满意:结果:ChatGPT 提供了一个不需要澄清的优秀回复,四个需要最低程度澄清的满意回复,三个需要中等程度澄清的满意回复,两个需要实质性澄清的不满意回复,其中关于更高层次、更复杂的讨论领域(如手术方案)的信息准确性较低:结论:ChatGPT 提供的有关 AIS 的常见问题答案总体上是准确的,但在具体的手术治疗方法上还需要修正。由于 ChatGPT 提供的有关 AIS 更复杂方面的信息过于肤浅,有时甚至不准确,因此患者可能会有产生邓宁-克鲁格效应的风险。
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来源期刊
CiteScore
6.10
自引率
6.20%
发文量
529
审稿时长
4-8 weeks
期刊介绍: The Journal of the American Academy of Orthopaedic Surgeons was established in the fall of 1993 by the Academy in response to its membership’s demand for a clinical review journal. Two issues were published the first year, followed by six issues yearly from 1994 through 2004. In September 2005, JAAOS began publishing monthly issues. Each issue includes richly illustrated peer-reviewed articles focused on clinical diagnosis and management. Special features in each issue provide commentary on developments in pharmacotherapeutics, materials and techniques, and computer applications.
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