Evidence map›Paper›PMID 42160203›Full record

ArticleeLife2026

Multimodal MRI marker of cognition explains the association between cognition and mental health in the UK Biobank.

Irina Buianova, Mateus Silvestrin, Jeremiah D Deng, Narun Pat

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in eLife, 2026. 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. 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

4 authors.

Irina BuianovaDepartment of Psychology, University of Otago, Dunedin, New Zealand.ORCID https://orcid.org/0000-0001-9105-3172
Mateus SilvestrinFederal University of the São Francisco Valley, Petrolina, Brazil.ORCID https://orcid.org/0000-0002-3482-3676
Jeremiah D DengSchool of Computing, University of Otago, Dunedin, New Zealand.ORCID https://orcid.org/0000-0003-3727-4403
Narun PatDepartment of Psychology, University of Otago, Dunedin, New Zealand.ORCID https://orcid.org/0000-0003-1459-5255

Funding

Health Research Council of New Zealand 21/618Health Research Council of New Zealand 24/838Ministry of Business, Innovation and Employment RTVU2403Ministry of Business, Innovation and Employment UOA2421Neurological Foundation of New Zealand 2350 PRGUniversity of Otago The University of Otago Doctoral Scholarship
6 · The paper itself

Abstract

Cognitive dysfunction often co-occurs with psychopathology. Advances in neuroimaging and machine learning have led to neural indicators that predict individual differences in cognition with reasonable performance. We examined whether these indicators explain the relationship between cognition and mental health in the UK Biobank (

Indexed as

CognitionMagnetic Resonance ImagingMental HealthBiological Specimen BanksBrainFemaleHumansMachine LearningMaleNeuroimagingUK BiobankUnited Kingdomcognitionhumanmachine learningmental healthMRIneuroimagingneuroscience

Identifiers

PMID42160203
PMCPMC13189626

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.