Evidence map›Paper›PMID 40667127›Full record

ArticlebioRxiv : the preprint server for biology2025

On the use of generative models for evolutionary inference of malaria vectors from genomic data.

Amelia Adibe Eneli, Pui Chung Siu, Manolo F Perez, Austin Burt, Matteo Fumagalli, Sara Mathieson

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

6 authors.

Amelia Adibe EneliSchool of Biological and Behavioural Sciences, Queen Mary University of London, Mile End Road, E1 4NS, London, United Kingdom.ORCID 0009-0000-2480-1169
Pui Chung SiuSchool of Biological and Behavioural Sciences, Queen Mary University of London, Mile End Road, E1 4NS, London, United Kingdom.
Manolo F PerezReal Jardín Botánico, CSIC, 2 Pl. Murillo, 28014, Madrid, Spain.ORCID 0000-0002-4642-7793
Austin BurtDepartment of Life Sciences, Imperial College London, Silwood Park, SL5 7PY, Ascot, United Kingdom.
Matteo FumagalliSchool of Biological and Behavioural Sciences, Queen Mary University of London, Mile End Road, E1 4NS, London, United Kingdom.ORCID 0000-0002-4084-2953
Sara MathiesonDepartment of Computer Science, Haverford College, 370 Lancaster Ave, Pennsylvania, 19041, USA.ORCID 0000-0002-0484-0838

Funding

Adaptive evolutionary inference frameworks for understudied populations using generative neural networksR15HG011528 · NHGRI · HAVERFORD COLLEGE · PI MATHIESON, SARA · 2021 to 2024
$783k
NHGRI NIH HHS R15 HG011528
6 · The paper itself

Abstract

Malaria in sub-Saharan Africa is transmitted by mosquitoes, in particular the

Indexed as

demographic inferencegenerative adversarial networksmalaria parasitepopulation genetics

Identifiers

PMID40667127
PMCPMC12262376

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.