探索 ChatGPT 作为耳鼻喉科研究辅助工具的能力。

IF 0.6 Q4 SURGERY
Ariana L Shaari, Isabel Herzog, Emily Kokush, Sylvia Zabielski, Sydney Langer, Andrey Filimonov
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引用次数: 0

摘要

最近,人工智能(AI)平台发展迅速。迄今为止,还没有研究探讨过人工智能平台 ChatGPT 作为耳鼻喉科领域研究辅助工具的能力。我们的研究旨在评估 ChatGPT 生成与耳鼻喉科相关的独特研究想法的能力。ChatGPT 的任务是产生新颖的研究项目创意。我们为所有耳鼻喉科亚专科创建了七个类别:普通耳鼻喉科、面部整形和重建外科、鼻科和颅底外科、儿科、头颈部肿瘤科、喉科和耳科/神经科。在每个亚专科中,ChatGPT 都被要求提供两个特定研究课题的研究思路,以衡量 ChatGPT 在特定领域的探索能力。普通耳鼻喉科输入了 10 个提示,每个亚专科和亚专科主题输入了 5 个提示。随后,ChatGPT 以相同的查询提示为每个类别生成系统综述观点。如果在 PubMed、Scopus 或 Web of Science 文献检索过程中没有检索到类似的系统综述,则视为新颖的观点。创意的临床相关性按 0 到 5 分进行评分,5 分代表高度相关/对患者护理有重大贡献,0 分代表不相关/对患者护理无益。两名评审员对每个回复进行评分。在 ChatGPT 生成的 100 个系统综述观点中,我们发现人工智能平台无法生成独特的系统综述研究观点。不过,它所产生的观点在很大程度上是可行且与临床相关的。未来的研究应该调查 ChatGPT 在非系统综述方法和更具体的耳鼻喉科主题方面生成研究调查的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Ability of ChatGPT to Act as a Research Aid in Otolaryngology.

Recently artificial intelligence (AI) platforms have developed at a rapid pace. To date no studies have explored AI platform ChatGPT's ability to serve as an aid in research in the field of otolaryngology. The objective of our study is to evaluate the ability of ChatGPT to generate unique research ideas relevant to Otolaryngology. ChatGPT was tasked to generate novel research project ideas. Seven categories for all otolaryngology subspecialties were created: general otolaryngology, facial plastics and reconstructive surgery, rhinology and skull base surgery, pediatrics, head and neck oncology, laryngology, and otology/neurotology. Within each of the subspecialties, ChatGPT was prompted to provide research ideas for two specific research topics in order to gauge ChatGPT's ability to explore specific domains. Ten prompts were entered for general otolaryngology, and five prompts were entered for each subspecialty and subspecialty topic. ChatGPT was subsequently prompted with the same query to generate systematic review ideas for each category. Ideas were deemed novel if there were no similar systematic reviews retrieved during the literature review on PubMed, Scopus, or Web of Science. Ideas were graded for Clinical Relevance on a scale of 0 to 5, 5 being considered highly relevant/would contribute greatly to patient care and 0 being considered not relevant/not beneficial to patient care. Two reviewers graded each response. Out of 100 systematic review ideas generated by ChatGPT, we found that the artificial intelligence platform was incapable of creating unique systematic review research ideas. However, the ideas that it did generate were largely feasible and clinically relevant. Future studies should investigate the ability of ChatGPT to generate research inquiries with non-systematic review methodologies and in more specific otolaryngology topics.

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来源期刊
CiteScore
0.80
自引率
0.00%
发文量
226
审稿时长
6-12 weeks
期刊介绍: Indian Journal of Otolaryngology and Head & Neck Surgery was founded as Indian Journal of Otolaryngology in 1949 as a scientific Journal published by the Association of Otolaryngologists of India and was later rechristened as IJOHNS to incorporate the changes and progress. IJOHNS, undoubtedly one of the oldest Journals in India, is the official publication of the Association of Otolaryngologists of India and is about to publish it is 67th Volume in 2015. The Journal published quarterly accepts articles in general Oto-Rhino-Laryngology and various subspecialities such as Otology, Rhinology, Laryngology and Phonosurgery, Neurotology, Head and Neck Surgery etc. The Journal acts as a window to showcase and project the clinical and research work done by Otolaryngologists community in India and around the world. It is a continued source of useful clinical information with peer review by eminent Otolaryngologists of repute in their respective fields. The Journal accepts articles pertaining to clinical reports, Clinical studies, Research articles in basic and applied Otolaryngology, short Communications, Clinical records reporting unusual presentations or lesions and new surgical techniques. The journal acts as a catalyst and mirrors the Indian Otolaryngologist’s active interests and pursuits. The Journal also invites articles from senior and experienced authors on interesting topics in Otolaryngology and allied sciences from all over the world. The print version is distributed free to about 4000 members of Association of Otolaryngologists of India and the e-Journal shortly going to make its appearance on the Springer Board can be accessed by all the members. Association of Otolaryngologists of India and M/s Springer India group have come together to co-publish IJOHNS from January 2007 and this bondage is going to provide an impetus to the Journal in terms of international presence and global exposure.
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