Evidence map›Paper›PMID 42873851›Full record

ArticleScience advances2026

Learning to infer transitively on a mental line in premotor cortex.

Sofia Raglio, Gabriele Di Antonio, Emiliano Brunamonti, Stefano Ferraina, Maurizio Mattia

Abstract read
In one paragraph

Article in Science advances, 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.

Sofia RaglioDepartment of Neuroscience, Istituto Superiore di Sanità, Rome 00161, Italy.ORCID 0000-0003-0500-7650
Gabriele Di AntonioDepartment of Neuroscience, Istituto Superiore di Sanità, Rome 00161, Italy.ORCID 0009-0008-7572-4157
Emiliano BrunamontiDepartment of Physiology and Pharmacology, "Sapienza" University, Rome 00185, Italy.ORCID 0000-0002-5119-6950
Stefano FerrainaDepartment of Physiology and Pharmacology, "Sapienza" University, Rome 00185, Italy.ORCID 0000-0001-6100-2438
Maurizio MattiaDepartment of Neuroscience, Istituto Superiore di Sanità, Rome 00161, Italy.ORCID 0000-0002-2356-4509

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Transitive inference (TI) is a form of deductive reasoning that enables the derivation of unknown relationships among premises. It is hypothesized that this cognitive process relies on mapping stimuli onto a "mental line," a linear workspace organized by arbitrarily assigned ranks. However, its neural basis remains unclear: Does this mental line have a neural correlate and how is it learned? This study investigates the role of dorsal premotor cortex (PMd) in encoding the hypothesized mental line as monkeys acquire item relationships for motor decisions. Findings reveal that PMd multiunit activity organizes along a theoretically predicted direction, supporting a geometrical model that explains behavior. Moreover, a learning process is observed, where the mental line rotates to align with motor planning.

Indexed as

LearningMotor CortexAnimalsCognitionMacaca mulatta

Identifiers

PMID42873851
PMCPMC13665924

What OpenQuestion holds

Textmetadata
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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.