Evidence map›Paper›PMID 41477103›Full record

ArticleInterdisciplinary perspectives on infectious diseases2025

Spatiotemporal Dynamics of Avian Influenza: Understanding Avian Influenza Transmission via Mallard Migration Data.

Sena Mursel, Brian D Davison, Thomas McAndrew, Bilal Khan, Paolo Bocchini

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Interdisciplinary perspectives on infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Sena MurselDepartment of Civil and Environmental Engineering, Lehigh University, Bethlehem, Pennsylvania, USA, lehigh.edu.ORCID https://orcid.org/0000-0002-1021-274X
Brian D DavisonCenter for Catastrophe Modeling and Resilience, Lehigh University, Bethlehem, Pennsylvania, USA, lehigh.edu.ORCID https://orcid.org/0000-0002-9326-3648
Thomas McAndrewCenter for Catastrophe Modeling and Resilience, Lehigh University, Bethlehem, Pennsylvania, USA, lehigh.edu.ORCID https://orcid.org/0000-0002-6362-9231
Bilal KhanDepartment of Computer Science and Engineering, Lehigh University, Bethlehem, Pennsylvania, USA, lehigh.edu.ORCID https://orcid.org/0000-0001-8823-6752
Paolo BocchiniDepartment of Civil and Environmental Engineering, Lehigh University, Bethlehem, Pennsylvania, USA, lehigh.edu.ORCID https://orcid.org/0000-0002-5685-2283

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Influenza, categorized as one of the emergent infectious diseases, presents a substantial public health concern due to its capacity to trigger extensive epidemics and global pandemics. Every recent pandemic of human influenza has been attributed to avian influenza viruses (AIVs), underscoring their pandemic potential and the associated public health risks. Interestingly, there remains a significant knowledge gap concerning the mechanisms that sustain the survival and proliferation of these viruses within their natural avian reservoirs. Migratory waterfowl, in particular mallard (

Indexed as

avian influenzadisease hotspotmathematical epidemiologySIR model

Identifiers

PMID41477103
PMCPMC12752836

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.