Accuracy of ChatGPT-4 Plus in Providing Information on Oral Cancer Management


Yilmaz B., Kahraman E. N., Brennan M. T., Grewal A. S., Aktas A.

ORAL DISEASES, cilt.32, sa.2, ss.422-430, 2026 (SCI-Expanded, Scopus)

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 32 Sayı: 2
  • Basım Tarihi: 2026
  • Doi Numarası: 10.1111/odi.70110
  • Dergi Adı: ORAL DISEASES
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, CINAHL, EMBASE, MEDLINE, Academic Search Ultimate (EBSCO), Natural Science Collection (ProQuest), Biological Science Database (ProQuest), Biomedical Reference Collection: Corporate Edition (EBSCO), Health Research Premium Collection (ProQuest)
  • Sayfa Sayıları: ss.422-430
  • İstanbul Üniversitesi-Cerrahpaşa Adresli: Hayır

Özet

Objective: Artificial intelligence (AI)-driven large language models, such as Chat Generative Pre-Trained Transformer (ChatGPT)-4 Plus, are increasingly used for patient education and clinical decision support in oral oncology, although their accuracy in oral cancer (OC) management remains uncertain. This study evaluates the accuracy of ChatGPT-4 Plus responses to clinically relevant questions regarding OC diagnosis, treatment, recovery, and prevention. Methods: A cross-sectional study assessed 65 clinically relevant OC-related questions using a paid ChatGPT-4 Plus subscription without modifications. Three oral medicine specialists and one radiation oncologist rated accuracy on a four-point scoring system. Interrater reliability was measured with the intraclass correlation coefficient (ICC), and chi-square tests were used for comparisons. Results: Among 65 questions, 63% of responses were Score 1, with none rated as Score 4. Score 1 was most frequent in Recovery (72%), followed by Treatment (62%), Prevention (60%), and Diagnosis (55%). Scores 2 and 3 responses were highest in Diagnosis (45%). Recovery had significantly higher Score 1 responses than Diagnosis (p < 0.05), while other comparisons were not significant. ICC ranged from 0.85 to 0.93. Conclusions: ChatGPT-4 Plus provided accurate responses to clinically relevant OC-related questions, particularly regarding recovery. However, diagnostic inconsistencies highlight the need for clinician oversight before integrating AI into practice.