Evidence map›Paper›PMID 42657319›Full record

ArticleiScience2026

Spatiotemporal dynamics of frontoparietal networks in semantic intuitive decision-making.

Xin Liu, Mengfei Han, Liu Yang, Yuan Gao

Abstract read
In one paragraph

Article in iScience, 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

4 authors.

Xin LiuAir Force Medical Center, Air Force Medical University, Beijing, China.
Mengfei HanAir Force Medical Center, Air Force Medical University, Beijing, China.
Liu YangAir Force Medical Center, Air Force Medical University, Beijing, China.
Yuan GaoInstitute of Systems Engineering, PLA Academy of Military Sciences, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

According to Bowers' continuity model, semantic intuitive decision-making involves a gradual transition from an implicit guiding stage to an explicit integration stage. Using functional near-infrared spectroscopy (fNIRS) in 45 participants performing a word triad association task, we investigated the localized hemodynamic activity, functional connectivity architecture, and the neural dynamics distinguishing the guiding and integration stages of semantic intuition. Imaging results revealed a spatiotemporal dissociation between the two stages: the guiding stage predominantly recruited superior/middle frontal and sensorimotor regions, whereas the integration stage engaged distinct frontoparietal circuits. Temporally, semantic encoding during the guiding stage progressed from the left middle frontal gyrus to the medial superior frontal gyrus, while integration-stage processing selectively involved right frontoparietal networks. These findings provide a neurobiological framework for understanding the distinct neural architectures underlying the two stages of semantic intuitive decision-making and offer a basis for investigating individual differences in non-deliberative cognitive processes.

Indexed as

fNIRSfunctional connectivityfunctional near-infrared spectroscopyintuitive decision-making

Identifiers

PMID42657319
PMCPMC13508648

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.