01 · STATE
Shared input context
Clinical record +
biomedical passage
biomedical passage
encoded once
MEDJEV adapts the JEV idea to biomedical evidence: send one shared state, ask bounded questions at runtime, and return structured decisions with explicit probabilities instead of generated prose.
JEV evaluates several typed questions independently against the same state; adding a question does not turn the answer into generated text.
The output is a typed decision and a probability distribution—not a generated explanation.