SAIL: detect state-action information leakage in offline reinforcement learning for sepsis — construction, reconstruction, temporal overlap, timing and persistence checks.
Early warning for sepsis with a calibrated alert budget. It states how often it will alert and how often it will be right, then checks both on a hospital it never trained on. Open data, no credentials, every number reproducible.