Accuracy and Completeness of ChatGPT-Generated Information on Interceptive Orthodontics: A Multicenter Collaborative Study

Author:

Hatia Arjeta1,Doldo Tiziana1,Parrini Stefano2,Chisci Elettra3,Cipriani Linda1,Montagna Livia4,Lagana Giuseppina5,Guenza Guia6,Agosta Edoardo7,Vinjolli Franceska8,Hoxha Meladiona9,D’Amelio Claudio10,Favaretto Nicolò11,Chisci Glauco2ORCID

Affiliation:

1. Orthodontics Postgraduate School, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy

2. Oral Surgery Postgraduate School, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy

3. Orthodontics Postgraduate School, University of Ferrara, 44121 Ferrara, Italy

4. Orthodontics Postgraduate School, University of Cagliari, 09121 Cagliari, Italy

5. Orthodontics Postgraduate School, “Sapienza” University of Rome, 00185 Rome, Italy

6. Orthodontics Postgraduate School, University of Milano, 20019 Milan, Italy

7. Orthodontics Postgraduate School, University of Torino, 10024 Turin, Italy

8. Orthodontics Postgraduate School, University of Roma Tor Vergata, 00133 Rome, Italy

9. Orthodontics Postgraduate School, “Cattolica” University of Rome, 00168 Rome, Italy

10. Orthodontics Postgraduate School, University of Chieti, 66100 Chieti, Italy

11. Orthodontics Postgraduate School, University of Trieste, 34100 Trieste, Italy

Abstract

Background: this study aims to investigate the accuracy and completeness of ChatGPT in answering questions and solving clinical scenarios of interceptive orthodontics. Materials and Methods: ten specialized orthodontists from ten Italian postgraduate orthodontics schools developed 21 clinical open-ended questions encompassing all of the subspecialities of interceptive orthodontics and 7 comprehensive clinical cases. Questions and scenarios were inputted into ChatGPT4, and the resulting answers were evaluated by the researchers using predefined accuracy (range 1–6) and completeness (range 1–3) Likert scales. Results: For the open-ended questions, the overall median score was 4.9/6 for the accuracy and 2.4/3 for completeness. In addition, the reviewers rated the accuracy of open-ended answers as entirely correct (score 6 on Likert scale) in 40.5% of cases and completeness as entirely correct (score 3 n Likert scale) in 50.5% of cases. As for the clinical cases, the overall median score was 4.9/6 for accuracy and 2.5/3 for completeness. Overall, the reviewers rated the accuracy of clinical case answers as entirely correct in 46% of cases and the completeness of clinical case answers as entirely correct in 54.3% of cases. Conclusions: The results showed a high level of accuracy and completeness in AI responses and a great ability to solve difficult clinical cases, but the answers were not 100% accurate and complete. ChatGPT is not yet sophisticated enough to replace the intellectual work of human beings.

Publisher

MDPI AG

Subject

General Medicine

Reference39 articles.

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5. Chatbot vs Medical Student Performance on Free-Response Clinical Reasoning Examinations;Strong;JAMA Intern. Med.,2023

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