Evaluating ChatGPT-4’s performance as a digital health advisor for otosclerosis surgery

Autor: Samil Sahin, Burak Erkmen, Yaşar Kemal Duymaz, Furkan Bayram, Ahmet Mahmut Tekin, Vedat Topsakal
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: Frontiers in Surgery, Vol 11 (2024)
Druh dokumentu: article
ISSN: 2296-875X
DOI: 10.3389/fsurg.2024.1373843
Popis: PurposeThis study aims to evaluate the effectiveness of ChatGPT-4, an artificial intelligence (AI) chatbot, in providing accurate and comprehensible information to patients regarding otosclerosis surgery.MethodsOn October 20, 2023, 15 hypothetical questions were posed to ChatGPT-4 to simulate physician-patient interactions about otosclerosis surgery. Responses were evaluated by three independent ENT specialists using the DISCERN scoring system. The readability was evaluated using multiple indices: Flesch Reading Ease (FRE), Flesch-Kincaid Grade Level (FKGL), Gunning Fog Index (Gunning FOG), Simple Measure of Gobbledygook (SMOG), Coleman-Liau Index (CLI), and Automated Readability Index (ARI).ResultsThe responses from ChatGPT-4 received DISCERN scores ranging from poor to excellent, with an overall score of 50.7 ± 8.2. The readability analysis indicated that the texts were above the 6th-grade level, suggesting they may not be easily comprehensible to the average reader. There was a significant positive correlation between the referees’ scores. Despite providing correct information in over 90% of the cases, the study highlights concerns regarding the potential for incomplete or misleading answers and the high readability level of the responses.ConclusionWhile ChatGPT-4 shows potential in delivering health information accurately, its utility is limited by the level of readability of its responses. The study underscores the need for continuous improvement in AI systems to ensure the delivery of information that is both accurate and accessible to patients with varying levels of health literacy. Healthcare professionals should supervise the use of such technologies to enhance patient education and care.
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