Mechanistic mathematical model of the in vitro infection dynamics of Bunyamwera and Batai viruses including MOI-dependent shortening of the eclipse phase.

Bevelynn Whaler, Eleanor Todd, Amelia B Shaw, John N Barr, Catherine A A Beauchemin, Grant Lythe, Carmen Molina-París, Martín López-García

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Article in ArXiv, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Bevelynn WhalerDepartment of Applied Mathematics, School of Mathematics, University of Leeds, Leeds, United Kingdom.

Eleanor ToddSchool of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom.

Amelia B ShawSchool of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom.

John N BarrSchool of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom.

Catherine A A BeaucheminDepartment of Physics, Toronto Metropolitan University, Toronto, Canada.

Grant LytheDepartment of Applied Mathematics, School of Mathematics, University of Leeds, Leeds, United Kingdom.

Carmen Molina-ParísDepartment of Applied Mathematics, School of Mathematics, University of Leeds, Leeds, United Kingdom.

Martín López-GarcíaDepartment of Applied Mathematics, School of Mathematics, University of Leeds, Leeds, United Kingdom.

Funding

US-UK Collab: Modelling reassortment at the cellular, clinical, and phylogenetic level in emerging BunyavirusesR01AI167048 · NIAID · TRIAD NATIONAL SECURITY, LLC · PI MOLINA-PARIS, CARMEN · 2021 to 2025

$2.2M

NIAID NIH HHS R01 AI167048

6 · The paper itself

Abstract

We develop a deterministic mathematical model to quantify the distinct

Identifiers

PMID42368258

PMCPMC13308454

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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.