Evidence map›Paper›PMID 42105240›Full record

ArticleSTAR protocols2026

Protocol for gaze estimation using facial orientation in marmosets during a social preference test.

Zefeng Wei, Maria Harbers, Atsu Aiba

Abstract read
In one paragraph

Article in STAR protocols, 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

3 authors.

Zefeng WeiLaboratory of Animal Resources, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan. Electronic address: weizefeng@m.u-tokyo.ac.jp.
Maria HarbersLaboratory of Animal Resources, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Atsu AibaLaboratory of Animal Resources, Center for Disease Biology and Integrative Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan. Electronic address: aiba@m.u-tokyo.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Here, we present an open-source platform for evaluating social preference in common marmosets using image-based visual stimuli and gaze estimation. We describe the procedures for setting up the behavioral test, training marmosets to perform the test, and analyzing the resulting data with the provided code. This platform enables simple and noninvasive assessment of social attention toward social visual stimuli. For complete details on the use and execution of this protocol, please refer to Harbers et al.

Indexed as

CallithrixFaceFixation, OcularOrientationSocial BehaviorAnimalsBehavior, AnimalFemaleMalePhotic StimulationBehaviorCognitive NeuroscienceNeuroscience

Identifiers

PMID42105240
PMCPMC13185978

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.