Evidence map›Paper›PMID 42067630›Full record

ArticleScientific reports2026

Unified modelling of gaze and pupil dynamics in saccadic tasks.

Julián Espinosa, Marta Guisot, Aurora Larrosa, Jorge Pérez

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

4 authors.

Julián EspinosaDepartment of Optics, Pharmacology and Anatomy, Universidad de Alicante, Carretera San Vicente del Raspeig, s/n, San Vicente del Raspeig, 03690, Alicante, Spain. julian.espinosa@ua.es.
Marta GuisotInstituto Centro de Investigación Operativa, Universitas Miguel Hernández, Avenida de la Universidad, s/n, Elche, 03202, Alicante, Spain.
Aurora LarrosaUniversity Institute of Physics Applied to Sciences and Technologies, Universidad de Alicante, Carretera San Vicente del Raspeig, s/n, San Vicente del Raspeig, 03690, Alicante, Spain.
Jorge PérezDepartment of Optics, Pharmacology and Anatomy, Universidad de Alicante, Carretera San Vicente del Raspeig, s/n, San Vicente del Raspeig, 03690, Alicante, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study introduces a unified phenomenological framework to characterize the interconnected dynamics of gaze displacement and pupillary area variation during large-amplitude (30°) horizontal saccades. Using a high-resolution dataset from 242 healthy participants, we modeled primary saccadic shifts and post-saccadic oscillations (PSO) using a combined sigmoidal Boltzmann and damped harmonic oscillator approach. Our framework demonstrates that even after correcting for pupil foreshortening error, the pupillary signal contains physiological PSO-like oscillations that mirror gaze dynamics-a phenomenon previously uncharacterized in the literature. To account for the non-normal, heavy-tailed distribution of oculomotor parameters, population characteristics were defined using t location-scale modeling. Non-parametric Wilcoxon signed-rank tests revealed significant directional asymmetries; specifically, leftward movements exhibited longer total durations (∆t) and slower stabilization compared to rightward shifts. However, mechanical parameters such as oscillation amplitude and gaze baseline offsets remained directionally invariant (p > 0.01), suggesting a decoupling between asymmetric neural motor preparation and symmetrical biomechanical constraints. By establishing high-precision baseline parameters in an extensive population, this model provides a foundation for using joint gaze-pupil signatures as sensitive biomarkers for detecting subtle oculomotor and autonomic dysfunctions.

Indexed as

Fixation, OcularPupilSaccadesAdultFemaleHumansMaleYoung AdultGaze dynamicsPost-saccadic oscillationsPupil area variationSaccadic eye movements

Identifiers

PMID42067630
PMCPMC13324271

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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.