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A comparative analysis of AI-based chatbots: Assessing data quality in orthognathic surgery related patient information - 07/01/24

Doi : 10.1016/j.jormas.2023.101757 
Ebru Yurdakurban a, , Kübra Gülnur Topsakal b, Gökhan Serhat Duran c
a Research Assistant, Department of Orthodontics, Gulhane Faculty of Dentistry, University of Health Sciences, Ankara, Turkey, 06010 
b Assistant Professor Department of Orthodontics, Gulhane Faculty of Dentistry, University of Health Sciences, Ankara, Turkey, 06010 
c Associate Professor, Department of Orthodontics, Gulhane Faculty of Dentistry, University of Health Sciences, Ankara, Turkey, 06010 

Corresponding author at: Department of Orthodontics, Gulhane Faculty of Dentistry, University of Health Sciences, Ankara, Turkey, 06010.Department of Orthodontics, Gulhane Faculty of DentistryUniversity of Health SciencesAnkara06010Turkey

Abstract

Introduction

The aim of the current study is to evaluate the quality, reliability, readability, and similarity of data provided by different AI-based chatbots in the field of orthognathic surgery.

Materials and methods

Guidelines on orthognathic surgery were reviewed, and a list of questions for patients to ask chatbots was produced by two reasearchers. The questions were categorized into 'General Information and Procedure' and 'Results and Recovery', with 30 questions in each category. Five different scoring criteria were used to evaluate the chatbot responses to 60 questions: Ensuring Quality Information for Patients (EQIP) tool, Reliability Scoring System (adapted from DISCERN), Global Quality Scale (GQS), Simple Measure of Gobbledygook (SMOG) and Similarity Index.

Results

The highest mean values were observed in OpenEvidence for EQIP tool, SMOG, and Similarity Index, while for Reliability and GQS assessment criteria, MediSearch showed the highest values. When evaluated in terms of reliability and quality, all three AI-based chatbots demonstrated high reliability and good quality; however, they required at least a college-level education for readability based on the SMOG index. Additionally, upon assessment of similarity, ChatGPT-4 displayed high originality, while OpenEvidence exhibited a high degree of similarity.

Conclusion

AI-based chatbots with a variety of features have usually provided answers with high quality, reliability, and difficult readability to questions. Although the medical information in the field of orthognathic surgery provided through chatbots is of higher quality, it is recommended that individuals consult their healthcare professionals on this issue.

Il testo completo di questo articolo è disponibile in PDF.

Keywords : Artificial intelligence, Natural language processing, Orthognathic surgery


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Vol 125 - N° 5

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