SCIENCE UNDER AUTOMATION
AMIE disease management
An agentic AMIE system was compared with 21 primary-care physicians across 100 simulated multivisit cases and was non-inferior on specialist-rated management reasoning.
What this result supports
Virtual consultations and medication questions do not test treatment delivery, physical examination or longitudinal outcomes in patients.
Evidence record: Peer-reviewed randomized blinded virtual clinical evaluation. Checked: 2026-10-21.
Where this evidence is used
Clinical medicine
- Gather relevant information and reason about management: AMIE supports multivisit management reasoning in the simulated clinical evaluation.
- Integrate examinations and clinical context: Virtual cases do not supply autonomous physical examinations; real clinical officers retain responsibility in the trial.
- Verify the plan before acting on it: Guideline grounding supports recommendations, while clinicians execute and check patient care.
- Recognize complications and adapt care: Multivisit reasoning has been simulated; responsibility for real complications remains with clinicians.