Evidence map›Paper›PMID 40218389›Full record

ArticleAnimals : an open access journal from MDPI2025

Revealing the Hidden Social Structure of Pigs with AI-Assisted Automated Monitoring Data and Social Network Analysis.

Saif Agha, Eric Psota, Simon P Turner, Craig R G Lewis, Juan Pedro Steibel, Andrea Doeschl-Wilson

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Animals : an open access journal from MDPI, 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. Review
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

6 authors.

Saif AghaThe Roslin Institute, University of Edinburgh, Easter Bush, Edinburgh EH25 9RG, UK.
Eric PsotaPIC North America, Hendersonville, TN 37075, USA.
Simon P TurnerAnimal and Veterinary Sciences Department, Scotland's Rural College, West Mains Road, Edinburgh EH9 3JG, UK.ORCID 0000-0001-9198-9448
Craig R G LewisPIC, C/Pau Vila No. 22, Sant Cugat del Valles, 08174 Barcelona, Spain.
Juan Pedro SteibelDepartment of Animal Science, Iowa State University, Ames, IA 50011, USA.
Andrea Doeschl-WilsonThe Roslin Institute, University of Edinburgh, Easter Bush, Edinburgh EH25 9RG, UK.ORCID 0000-0002-2658-6973

Funding

Animal Welfare Foundation (grant AWF_2022_04_AD)Partner with international researchers on AI for Bioscience fund (BB/Y513891/1)Roslin Institute Strategic Programme Grant awarded by BBSRC (BB/X010945/1 and BB/X010937/1)SRUC receives support from the Scottish Government Strategic Research Programme. Scottish Government Strategic Research Programmethe BBSRC through the Impact Acceleration Accounts (IAAs) (BBSRC IAA PIII108)
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

automated monitoringdeep learningdigital phenotypesfarm animalssocial networks

Identifiers

PMID40218389
PMCPMC11988153

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.