Evidence map›Paper›PMID 41246216›Full record

ArticleOpen mind : discoveries in cognitive science2025

Sensitivity to Geometric Shape Regularity Emerges Independently of Vision.

Andrea Adriano, Mathias Sablé-Meyer, Lorenzo Ciccione, Minye Zhan, Stanislas Dehaene

Abstract read
In one paragraph

Article in Open mind : discoveries in cognitive science, 2025. 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. Complexity is a unified cognitive kind.Nature human behaviour · 2026
    Article
  2. 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

5 authors.

Andrea AdrianoCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin center, Gif/Yvette, France.ORCID https://orcid.org/0000-0003-3597-3382
Mathias Sablé-MeyerCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin center, Gif/Yvette, France.ORCID https://orcid.org/0000-0003-0844-0775
Lorenzo CiccioneCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin center, Gif/Yvette, France.ORCID https://orcid.org/0000-0002-5132-2531
Minye ZhanCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin center, Gif/Yvette, France.ORCID https://orcid.org/0000-0002-0906-4882
Stanislas DehaeneCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin center, Gif/Yvette, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In a visual intruder task, regular quadrilaterals such as squares and rectangles are easier to process than matched shapes devoid of parallelism, symmetry or right-angles. This geometric regularity effect was found in various human groups, including preschoolers and uneducated adults, but not in non-human primates. It was proposed to reflect a fundamental ability to combine discrete geometric features into structured representations of geometric shapes using an abstract amodal language-of-thought (LoT) that also supports the acquisition of symbolic drawing and formal mathematics. Here, we tested a prediction of this hypothesis: blind participants should have the same intuitions of geometric regularity as sighted ones. To evaluate this prediction, congenitally blind and sighted (but blindfolded) adults underwent a tactile version of the visual quadrilateral intruder task. Among six tactile shapes, five of which were identical up to small size and rotation changes, participants were asked to identify a deviant shape defined by a fixed displacement of a single vertex, and to rate their confidence in their response. Both variables revealed a geometric regularity effect in both groups, and also correlated with previous results in the visual domain. Furthermore, a symbolic LoT model was a better predictor of tactile performance than a visual CNN model in blind participants. Thus, the geometric regularity effect develops in the absence of vision.

Indexed as

blindnessgeometryshape perceptiontactile perception

Identifiers

PMID41246216
PMCPMC12618013

What OpenQuestion holds

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Registered trials

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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.