Table 1 Performance on professional examination question banks
From: A personal health large language model for sleep and fitness coaching
Sleep medicine | Approx. CME grade | Expert | Gemini Ultra 1.0 | PH-LLM |
|---|---|---|---|---|
AMA PRA Category 1/ABIM MOC | 70%a | 76% | 77% | 79% |
Fitness | Approx. pass grade | Expert | Gemini Ultra 1.0 | PH-LLM |
NSCA-CSCS coaching certification | 70%b | 71% | 88% | 88% |
