Epi CanaryEpi Canary
  • Home
  • Feed
  • Synthesis
  • Assessments
  • Scopes
  • Reliability
  • Sources
Epi Canary — Epidemic IntelligenceEvidence-led epidemic intelligence. Source-attributed evidence.
Arcede logoMade by Arcede

Public note

For situational awareness and research transparency. Not medical advice.

Novel Pathogen Detectionactive

Sub-Saharan Africa AMR burden is systematically underestimated in GLASS-derived global models due to structural surveillance gaps; at least one major carbapenem-resistant outbreak cluster in the region will be documented retrospectively as having circulated undetected for >6 months.

System-generated assessment. This assessment remains under review until the stated horizon or until sufficient evidence allows evaluation.

Moderate confidence

Confidence in this assessment
40%

The evidence is meaningful, but there is still material uncertainty. Based on 1 linked evidence item and assessed against Jun 30, 2027.

Assessed through Jun 30, 2027·1 linked evidence item·Tracking since Apr 13, 2026

02

How this assessment will be evaluated

The criteria the system uses to determine whether this assessment is borne out by the stated horizon.

Automated

Method

Evidence Match

The condition the system checks for when evaluating this assessment.

Minimum source quality

T1Primary Institutional

Evidence must meet or exceed this credibility tier to count toward evaluation.

Required terms

carbapenem-resistantretrospectivelysystematicallyunderestimated

03

Evidence quality mix

Tracking since Apr 13, 2026.

T21
▸Integrity referencesCryptographic hashes for verification

Registration

06

Scope synthesis

The current analyst narrative for this scope.

Open synthesis →

AMR evidence pipeline severely constrained this cycle; two hypotheses resolve Apr 27 without confirmatory data; PubMed failure and stale secondary connectors limit incident coverage.

07

Evidence linked to this assessment

1 linked item.

WHO AMR Surveillance CC Network. WHO AMR Surveillance CC Network

Currently interpreted as supporting evidence for 8 tracked assessments.

T2https://www.who.int/initiatives/glass/networkneutral
Apr 13, 2026
Mirror replication is delayed on 2 of 3 tables. Showing last replicated data. Data may be stale.

Integrity anchor

Brier 0.210

17 resolved novel pathogen detection predictions.