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Epi Canary — Epidemic IntelligenceEvidence-led epidemic intelligence. Source-attributed evidence.
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Public note

For situational awareness and research transparency. Not medical advice.

Novel Pathogen Detectionactive

At least one additional distinct pediatric HIV cluster (≥10 seroconversions, children <15, different facility than Larkana/Ratodero 2019 and the Apr 2026 Punjab hospital) will be publicly reported in Pakistan within 90 days, attributed to unsafe-injection or blood-product iatrogenic transmission.

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

Substantial confidence

Confidence in this assessment
70%

Multiple lines of evidence are aligned, though the assessment remains provisional. Based on 3 linked evidence items and assessed against P90D.

Assessed through P90D·3 linked evidence items·Tracking since Apr 18, 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

unsafe-injectionseroconversionsblood-producttransmission

03

Evidence quality mix

Tracking since Apr 18, 2026.

T23
▸Integrity referencesCryptographic hashes for verification

Registration

06

Scope synthesis

The current analyst narrative for this scope.

Open synthesis →

All HIV/AIDS connectors stale from Apr 21 timeouts; zero HIV-specific evidence this cycle; hypotheses unchanged at prior confidence levels.

07

Evidence linked to this assessment

3 linked items.

Stigma in UK health care: a key barrier to reaching zero HIV transmission by 2030. With zero HIV

Currently interpreted as supporting evidence for 3 tracked assessments.

T2https://pubmed.ncbi.nlm.nih.gov/41952053/supports
Apr 17, 2026
Stigma in UK health care: a key barrier to reaching zero HIV transmission by 2030. With zero HIV

Currently interpreted as supporting evidence for 3 tracked assessments.

T2https://pubmed.ncbi.nlm.nih.gov/41952053/supports
Apr 15, 2026
Stigma in UK health care: a key barrier to reaching zero HIV transmission by 2030. With zero HIV

Currently interpreted as supporting evidence for 3 tracked assessments.

T2https://pubmed.ncbi.nlm.nih.gov/41952053/supports
Apr 14, 2026

Integrity anchor

Brier 0.202

19 resolved novel pathogen detection predictions.