Evidence map›Paper›PMID 41594372›Full record

ArticleAnimals : an open access journal from MDPI2026

Through the Calf's Eye: Exploring Infrared Thermography to Uncover Pair-Housed Calves' Affective States.

Gaia Pesenti Rossi, Sara Barbieri, Emanuela Dalla Costa, Michela Minero, Elisabetta Canali

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 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

5 authors.

Gaia Pesenti RossiDepartment of Veterinary Medicine and Animal Sciences, University of Milan, 26900 Lodi, Italy.ORCID 0000-0002-7012-9948
Sara BarbieriDepartment of Veterinary Medicine and Animal Sciences, University of Milan, 26900 Lodi, Italy.ORCID 0000-0003-3628-2129
Emanuela Dalla CostaDepartment of Veterinary Medicine and Animal Sciences, University of Milan, 26900 Lodi, Italy.ORCID 0000-0002-5037-3759
Michela MineroDepartment of Veterinary Medicine and Animal Sciences, University of Milan, 26900 Lodi, Italy.ORCID 0000-0001-8285-5501
Elisabetta CanaliDepartment of Veterinary Medicine and Animal Sciences, University of Milan, 26900 Lodi, Italy.ORCID 0000-0002-4962-5955

Funding

Regione Lombardia "Progetti pilota e sviluppo di innovazione" del Programma di Sviluppo Rurale 2014 - 2020
6 · The paper itself

Abstract

Pair housing has been proven to improve calves' welfare during the pre-weaning phase, potentially promoting positive emotions. Based on the emotional valence hypothesis, according to which positive emotions are mainly processed in the left brain hemisphere, infrared thermography (IRT) may detect changes in eye temperature, particularly thermal asymmetries. This study aimed to evaluate whether pair-housed calves presented ocular thermal asymmetry, compared to individually housed calves during the pre-weaning phase. Fifty-six Friesian female calves from two commercial dairy farms were enrolled and housed either individually or in pairs from birth until 8 weeks of age. IRT images of the lacrimal caruncle of both eyes were collected at 7, 21, 35, and 56 days of age. A linear mixed model tested the effects of housing, farm, year, and timepoint. No significant effect of pair housing on ocular asymmetry emerged, while absolute eye temperatures were significantly higher in pair-housed calves. Moreover, eye temperature declined over time, suggesting reduced arousal and habituation with age. Although the lateralization hypothesis was not confirmed, the study offers insights into IRT for assessing calf emotions and supports further investigation in positive contexts to better explore links between housing, emotional valence, and brain activity.

Indexed as

affective statesinfrared thermography imaginglateralizationocular thermal asymmetrypair housing

Identifiers

PMID41594372
PMCPMC12837796

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.