Pattern
Alert escalation
Turn evidence into a calm, owned and auditable response without overstating clinical certainty.
Decision flow
context→evidence→state→action→auditRules
- Lead with condition, affected entity and time.
- Provide acknowledge, assign and investigate actions.
- Preserve model evidence and human decisions in the audit trail.