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#11-rbqm-signal

RBQM Signal Detection & Escalation

Clinical Monitoring (RBQM)

A2Phase 3Idle
Human gate role
Clinical Operations Lead
Purpose
Deterministic z-score statistics + LLM-generated narrative for signal explainability.

Regulatory Dossier

Identity, controls, risk, and credibility evidence — the page an FDA inspector reviews first.

Not production-ready
#11-rbqm-signalA2Clinical Monitoring (RBQM)High risk
Human gate role
Clinical Operations Lead
Model registry version
unpinned
SOP version
SOP-11-v1.3
Last validated
never validated
Unknown

Credibility evidence

  • Autonomy A2 — supervised agentic with human review + sign gate.
  • Agents write only to staging; promotion to live requires a Part 11 e-signature.
  • Every regulated action carries created_by, created_at, and provenance_id (ALCOA+).

References

Production readiness blockers
  • No validation runs recorded yet — golden dataset run required.
  • Model registry version is not pinned.

Headline metrics (last 7 days)

Runs (24h)
Runs (7d)
Model-invoked (7d)
Signed (7d)
Last run
never

No runs recorded in the last 7 days for this agent.

Recent runs (last 0)

No provenance events recorded for this agent yet.

Recent staged records (last 3)

EntityStateCreatedSignature
rbqm_signal
9e138dc7-aa4a-403c-9014-b9167208990a
signed99d ago
rbqm_signal
3335daa5-29ff-48f0-8a82-5aed028b47a4
promoted99d ago
rbqm_signal
cc69dde9-a287-42e0-b376-dad18b93c2a5
rejected99d ago

Golden dataset coverage

Cluster
Clinical Monitoring (RBQM)
Autonomy
A2
Golden cases
≥10 ✓

Coverage is enforced platform-wide by the Q7 CI gate. See evals/datasets/11-rbqm-signal/golden.yaml.