PetriDish AutoimmuneAI Co-Scientist · v1.0Deterministic disposition · LLM extract only

Paste a messy autoimmune lab report.
Get an auditable treatment flag.

An AI co-scientist for rheumatologists and lab partners. The LLM extracts structured lab values. Deterministic rules produce the flag. Every flag traces to the exact source line in the report and to a versioned rule. Never a diagnosis — always a decision-support artifact a clinician can inspect.

Never output
  • Final diagnosis ("patient has lupus")
  • Drug prescription or dose
  • Claim that TB / HBV / HCV are "excluded"
  • Any lab value the report did not contain
Always output
  • Structured extractions with source-line citation
  • 4-tier disposition: Red / Amber / Yellow / Abstain
  • Missing-critical-data list
  • Rule version + trace_id + clinician-review flag
Lab report input
Zero-temperature LLM extraction · deterministic rule engine · ~2-4s
Who this is for
Diagnostic labs
Attach an auditable co-scientist to autoimmune panel reports. Zero LIS integration required for pilot — paste-in workflow.
Rheumatology practices
Structured triage on incoming referral labs. Every flag cited. No black-box output.
Autoimmune biotech
Prospective-cohort screening tool with rule-version audit trail — IRB-friendly by construction.
→ See the structured-intake path (Navigator)→ Methods & rule versioning