Public demoAggregate findings come from the real MIMIC-IV cohort run. Patient-level fields are redacted per the PhysioNet DUA. Inference was performed locally during the original run. Candidate table is capped at 50 rows per state for this public demo.
Gemma4Science

Trial creation unavailable in the public demo

The trial builder lets a coordinator pick structured lab and medication filters, draft LLM prompts, and live-preview the resulting cohort against MIMIC-IV. Live previewing requires credentialed access to the cohort runtime. The builder design and flow are documented in the methodology section.

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