All systems
Healthcare · CA-BC · Owner: Dr. Amelia Lin
Northern Health Triage Assistant
LLM-assisted triage support for nurse line operators serving rural and remote communities, including First Nations communities.
OCAP® acknowledgment required
System characterization
- Lifecycle stage
- framing
- Autonomy level
- human in loop
- Security exposure
- high
- Indigenous data
- Yes — OCAP® view active
- Affected populations
- Patients, Nurse operators, First Nations communities
- Created
- 2026-04-19
Open framework items
- HighLLM prompt injectionRAG sources include third-party content; injection vector identified.
- HighIndirect prompt injectionPatient-portal documents are retrieved and parsed; indirect prompt injection plausible.
- ModerateLLM data leakageMemorization risk reduced via DP fine-tuning, residual risk remains.
- HighSafety and securitySafety-of-life implications; mitigation plan required.
- UnknownControlEngagement with relevant First Nations not yet initiated. No rating possible.