Evidence map›Paper›PMID 42583647›Full record

ArticleAnimal frontiers : the review magazine of animal agriculture2026

Driving sustainable ruminant livestock transformation through the Global Farm Platform: the hub-and-spoke network.

M Jordana Rivero, Joshua Onyango, Michael R F Lee, GFP Members

Abstract read
In one paragraph

Article in Animal frontiers : the review magazine of animal agriculture, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Harnessing adaptive alleles in native animals for sustainable intensification of livestock.Animal frontiers : the review magazine of animal agriculture · 2026
    Article
  2. Lessons in implementing open farm data for diverse stakeholders at Harper Adams Future Farm.Animal frontiers : the review magazine of animal agriculture · 2026
    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

4 authors.

M Jordana RiveroFarming Footprints and Adaptations, Rothamsted Research, North Wyke, Devon, UK.ORCID https://orcid.org/0000-0002-9045-289X
Joshua OnyangoHarper and Keele Veterinary School, Newport, Shropshire, UK.
Michael R F LeeSchool of Sustainable Food and Farming Harper, Adams University, Newport, Shropshire, UK.ORCID https://orcid.org/0000-0001-7451-5611
GFP Members

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bidirectional innovationclimate resilienceknowledge exchangeOne Healthsmallholder empowerment

Identifiers

PMID42583647
PMCPMC13461180

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.