Research

Research Assistant

Calanthe narrates the rule-based Tumor-State assessment — with hard guardrails.

The Research Assistant turns the deterministic Tumor-State assessment into plain-language narration for research review. It's powered by Calanthe — NxGen AI Labs' flagship AI — running in our managed AI environment so research material stays inside the platform.

How safety is enforced

  • Research-only system prompt — the model is instructed never to recommend, rank, or dose treatments and never to address the patient as a recipient of care.
  • Output safety filter — generated text is regex-checked against a list of banned phrasings. If it matches, the generation is rejected.
  • Deterministic fallback — when the host is offline or the output is flagged, a templated restatement of the assessment is returned instead.

Safety

Narration is research-use-only and requires clinician/scientist review. It restates a rule-based assessment in prose — it does not generate new findings.