Performance of ChatGPT in answering the oral pathology questions of various types or subjects from Taiwan National Dental Licensing Examinations

ChatGPT在回答台湾全民牙医执照考试中各种类型或科目的口腔病理学问题方面的表现

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Abstract

BACKGROUND/PURPOSE: ChatGPT, a large language model, can provide an instant and personalized solution in a conversational format. Our study aimed to assess the potential application of ChatGPT-4, ChatGPT-4o without a prompt (ChatGPT-4o-P(-)), and ChatGPT-4o with a prompt (ChatGPT-4o-P(+)) in helping dental students to study oral pathology (OP) by evaluating their performance in answering the OP multiple choice questions (MCQs) of various types or subjects. MATERIALS AND METHODS: A total of 280 OP MCQs were collected from Taiwan National Dental Licensing Examinations. The chatbots of ChatGPT-4, ChatGPT-4o-P(-), and ChatGPT-4o-P(+) were instructed to answer the OP MCQs of various types and subjects. RESULTS: ChatGPT-4o-P(+) achieved the highest overall accuracy rate (AR) of 90.0 %, slightly outperforming ChatGPT-4o-P(-) (88.6 % AR) and significantly exceeding ChatGPT-4 (79.6 % AR, P < 0.001). There was a significant difference in the AR of odd-one-out questions between ChatGPT-4 (77.2 % AR) and ChatGPT-4o-P(-) (91.3 % AR, P = 0.015) or ChatGPT-4o-P(+) (92.4 % AR, P = 0.008). However, there was no significant difference in the AR among three different models when answering the image-based and case-based questions. Of the 11 different OP subjects of single-disease, all three different models achieved a 100 % AR in three subjects; ChatGPT-4o-P(+) outperformed ChatGPT-4 and ChatGPT-4o-P(-) in other 3 subjects; ChatGPT-4o-P(-) was superior to ChatGPT-4 and ChatGPT-4o-P(+) in another 3 subjects; and ChatGPT-4o-P(-) and ChatGPT-4o-P(+) had equal performance and both were better than ChatGPT-4 in the rest of two subjects. CONCLUSION: In overall evaluation, ChatGPT-4o-P(+) has better performance than ChatGPT-4o-P(-) and ChatGPT-4 in answering the OP MCQs.

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