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What Next-Event Accuracy Cannot See: Closed-Loop Evaluation of Emergency Department Trajectory Simulators

Clinical trajectory models are usually evaluated by next-event accuracy on observed histories. Simulation is different: models must condition on their own generated events, allowing errors to compound.

By Zhen Xuen Brandon LowarXiv cs.LG

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Originally published by arXiv cs.LG on Sep 30, 2026.

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