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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 prospective cohort study will document ARG vertical transfer from mother to neonate as a measurable predictor of neonatal treatment outcomes, demonstrating that community AMR carriage surveillance systematically underestimates baseline population ARG burden

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 23 linked evidence items and assessed against Dec 31, 2027.

Assessed through Dec 31, 2027·23 linked evidence items·Tracking since Apr 20, 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

systematicallyunderestimatesdemonstratingsurveillance

03

Evidence quality mix

Tracking since Apr 20, 2026.

T112
T211
▸Integrity referencesCryptographic hashes for verification

Registration

06

Scope synthesis

The current analyst narrative for this scope.

Open synthesis →

AMR evidence coverage critically degraded this cycle; two hypotheses resolve in 5 days without supporting data; PubMed failure is the primary bottleneck.

Long horizon; no new cohort study data

07

Evidence linked to this assessment

23 linked items.

Global Antimicrobial Resistance and Use Surveillance System (GLASS). Coronavirus disease (COVID-

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 20, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Newsroom Newsroom News rele

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 20, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS)&#160

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 20, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Coronavirus disease (COVID-

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 19, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Newsroom Newsroom News rele

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 19, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS)&#160

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 19, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Coronavirus disease (COVID-

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 18, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Newsroom Newsroom News rele

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 18, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS)&#160

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 18, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Coronavirus disease (COVID-

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 17, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Newsroom Newsroom News rele

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 17, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS)&#160

Currently interpreted as supporting evidence for 7 tracked assessments.

T1https://www.who.int/initiatives/glasssupports
Apr 17, 2026
European Antimicrobial Resistance Surveillance Network (EARS-Net). Country Participating institu

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.ecdc.europa.eu/en/about-us/networks/disease-networks-and-laboratory-networks/ears-net-datasupports
Apr 14, 2026
European Antimicrobial Resistance Surveillance Network (EARS-Net). The objectives of EARS-Net ar

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.ecdc.europa.eu/en/about-us/networks/disease-networks-and-laboratory-networks/ears-net-datasupports
Apr 14, 2026
European Antimicrobial Resistance Surveillance Network (EARS-Net). ECDC Surveillance Atlas of In

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.ecdc.europa.eu/en/about-us/networks/disease-networks-and-laboratory-networks/ears-net-datasupports
Apr 14, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Coronavirus disease (COVID-

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 14, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Newsroom Newsroom News rele

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 14, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS)&#160

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 14, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). In 2015, WHO Member States

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 13, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS) Antimicrobial resistance (AM

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 13, 2026
European Antimicrobial Resistance Surveillance Network (EARS-Net). EARS-Net is based on routine

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.ecdc.europa.eu/en/about-us/networks/disease-networks-and-laboratory-networks/ears-net-datasupports
Apr 13, 2026
Global Antimicrobial Resistance and Use Surveillance System (GLASS). Global Antimicrobial Resist

Currently interpreted as supporting evidence for 7 tracked assessments.

T2https://www.who.int/initiatives/glasssupports
Apr 13, 2026
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/networksupports
Apr 13, 2026

Integrity anchor

Brier 0.202

19 resolved novel pathogen detection predictions.

Mirror replication is delayed on 2 of 3 tables. Showing last replicated data. Data may be stale.