MIT Laboratory for Computational Physiology Boston University School of Public Health

Does the Severity Score Already Know the Treatment?

A plain-language walkthrough of a methodological audit of SOFA-based state representations used in offline reinforcement learning for sepsis treatment, conducted on MIMIC-IV.

Preliminary results — internal audit, prepared for conference presentation. Figures independently re-extracted and reproducibility-checked; see ROADMAP.md.