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. 2026 Jun 2;9:705. doi: 10.1038/s41746-026-02850-9

Table 2.

Correct answers for each group of evaluators, in total and in detail

Group SD SD + DD
% (95% CI) % (95% CI)
Dermatologists 70.6 (65.5, 75.2) 80.3 (75.7, 84.2)
 Residents 58.3 (49.4, 66.8) 68.3 (59.6, 76.0)
 Board-certified dermatologists 70.8 (62.2, 78.2) 79.2 (71.1, 85.5)
 Experts in nail diseases 85.0 (76.7, 90.7) 96.0 (90.2, 98.4)
AI 25.0 (16.8, 35.5) 35.0 (25.5, 45.9)
 ChatGPT 25.0 (11.2, 46.9) 30.0 (14.5, 51.9)
 Grok 15.0 (5.2, 36.0) 25.0 (11.2, 46.9)
 Gemini 35.0 (18.1, 56.7) 50.0 (29.9, 70.1)
 Claude 25.0 (11.2, 46.9) 35.0 (18.1, 56.7)

The bold values represent the aggregated results of the two main evaluator groups (all dermatologists combined and all AI models combined).

AI artificial intelligence algorithms, CI confidence interval, DD differential diagnosis, SD suspected diagnosis.