Setup (2/4)
We introduce MedCounterFact, a counterfactual medical QA dataset built on RCT-based evidence synthesis.
– Replace real interventions in evidence with nonce, mismatched medical, non-medical, or toxic terms
– Evaluate 9 frontier LLMs under evidence-grounded prompts
