Algovigilance — AI/ML Safety Monitoring
Algorithmovigilance tools: ICSR narrative deduplication via token similarity, signal triage with exponential decay, evidence reinforcement, and priority queue management. Pure Rust via nexcore-algovig
6 toolsalgovigilance
Dedup Pair
Compare two ICSR narratives for similarity. Uses token-based comparison to detect duplicate adverse event reports. Retur
narrative_anarrative_b
Dedup Batch
Configure batch deduplication for a drug's ICSR reports. Sets threshold and limit parameters for pairwise comparison.
drug
Triage Decay
Compute decay-adjusted relevance for a drug-event signal. Applies exponential decay model with configurable half-life to
drugevent
Triage Reinforce
Reinforce a signal with new evidence (additional case reports). Restores confidence toward original level.
drugevent
Triage Queue
Initialize a prioritized signal queue for a drug with configurable half-life, cutoff, and size limit.
drug
Status
Get algovigilance engine status and capabilities summary.
no params