Unveiling the Potential of AI in Plastic Surgery Education: A Comparative Study of Leading AI Platforms’ Performance on In-training Examinations

Background: Within the last few years, artificial intelligence (AI) chatbots have sparked fascination for their potential as an educational tool. Although it has been documented that one such chatbot, ChatGPT, is capable of performing at a moderate level on plastic surgery examinations and has the capacity to become a beneficial educational tool, the potential of other chatbots remains unexplored. Methods: To investigate the efficacy of AI chatbots in plastic surgery education, performance on the 2019-2023 Plastic Surgery In-service Training Examination (PSITE) was compared among seven popular AI platforms: ChatGPT-3.5, ChatGPT-4.0, Google Bard, Google PaLM, Microsoft Bing AI, Claude, and My AI by Snapchat. Answers were evaluated for accuracy and incorrect responses were characterized by question category and error type. Results: ChatGPT-4.0 outperformed the other platforms, reaching accuracy rates up to 79%. On the 2023 PSITE, ChatGPT-4.0 ranked in the 95th percentile of first-year residents; however, relative performance worsened when compared with upper-level residents, with the platform ranking in the 12th percentile of sixth-year residents. The performance among other chatbots was comparable, with their average PSITE score (2019-2023) ranging from 48.6% to 57.0%. Conclusions: Results of our study indicate that ChatGPT-4.0 has potential as an educational tool in the field of plastic surgery; however, given their poor performance on the PSITE, the use of other chatbots should be cautioned against at this time. To our knowledge, this is the first article comparing the performance of multiple AI chatbots within the realm of plastic surgery education.

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UNC Libraries
Published
2024-09-13
DOI
https://doi.org/10.17615/j50h-0b45
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
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article

Unveiling the Potential of AI in Plastic Surgery Education: A Comparative Study of Leading AI Platforms’ Performance on In-training Examinations

Lynn Damitz, Pragna N. Shetty, Nicole DiDonna, Kamran Khan
UNC Libraries
Artificial Intelligence in Healthcare and Education
article

Unveiling the Potential of AI in Plastic Surgery Education: A Comparative Study of Leading AI Platforms’ Performance on In-training Examinations

Lynn Damitz, Pragna N. Shetty, Nicole DiDonna, Kamran Khan
article en

Abstract

Background: Within the last few years, artificial intelligence (AI) chatbots have sparked fascination for their potential as an educational tool. Although it has been documented that one such chatbot, ChatGPT, is capable of performing at a moderate level on plastic surgery examinations and has the capacity to become a beneficial educational tool, the potential of other chatbots remains unexplored. Methods: To investigate the efficacy of AI chatbots in plastic surgery education, performance on the 2019-2023 Plastic Surgery In-service Training Examination (PSITE) was compared among seven popular AI platforms: ChatGPT-3.5, ChatGPT-4.0, Google Bard, Google PaLM, Microsoft Bing AI, Claude, and My AI by Snapchat. Answers were evaluated for accuracy and incorrect responses were characterized by question category and error type. Results: ChatGPT-4.0 outperformed the other platforms, reaching accuracy rates up to 79%. On the 2023 PSITE, ChatGPT-4.0 ranked in the 95th percentile of first-year residents; however, relative performance worsened when compared with upper-level residents, with the platform ranking in the 12th percentile of sixth-year residents. The performance among other chatbots was comparable, with their average PSITE score (2019-2023) ranging from 48.6% to 57.0%. Conclusions: Results of our study indicate that ChatGPT-4.0 has potential as an educational tool in the field of plastic surgery; however, given their poor performance on the PSITE, the use of other chatbots should be cautioned against at this time. To our knowledge, this is the first article comparing the performance of multiple AI chatbots within the realm of plastic surgery education.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Quality Education
Openalex Percentile: Top 89%
Artificial Intelligence in Healthcare and Education
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Unveiling the Potential of AI in Plastic Surgery Education: A Comparative Study of Leading AI Platforms’ Performance on In-training Examinations — Lynn Damitz, Pragna N. Shetty, et al. · UNC Libraries (2024) | TGRS Research Map | TGRS