Fig. 5: Overview of the IR agent.
From: Insulin resistance prediction from wearables and routine blood biomarkers
a, Illustration of the proposed IR agent. API, application programming interface; ML, machine learning. b, Win rate of our IR agent against the base model as evaluated by endocrinologists in side-by-side comparisons. c, Example of a metabolically relevant question paired with data from a real study participant, and the corresponding IR agent output.
