Evidence map›Paper›PMID 40122854›Full record

ArticleNature communications2025

PENSIEVE-AI a brief cognitive test to detect cognitive impairment across diverse literacy.

Tau Ming Liew, Jessica Yi Hui Foo, Howard Yang, Sze Yan Tay, Way Inn Koay, King Fan Yip, Simon Kang Seng Ting, Kaavya Narasimhalu, Weishan Li, Congyuan Tan and 6 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Multitype hand writing as a digital marker for Parkinson's disease.Clinical parkinsonism & related disorders · 2026
    Article
  7. 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

16 authors.

Tau Ming LiewDepartment of Psychiatry, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore. liew.tau.ming@singhealth.com.sg.ORCID http://orcid.org/0000-0003-1555-7752
Jessica Yi Hui FooGovernment Technology Agency of Singapore, 10 Pasir Panjang Road, #10-01, Singapore, 117438, Singapore.
Howard YangGovernment Technology Agency of Singapore, 10 Pasir Panjang Road, #10-01, Singapore, 117438, Singapore.
Sze Yan TayDepartment of Psychology, Singapore General Hospital, Singapore, 169608, Singapore.ORCID http://orcid.org/0000-0002-7624-1308
Way Inn KoayDepartment of Psychology, Singapore General Hospital, Singapore, 169608, Singapore.
King Fan YipDepartment of Geriatric Medicine, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.ORCID http://orcid.org/0000-0002-1183-1112
Simon Kang Seng TingDepartment of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore, 169608, Singapore.
Kaavya NarasimhaluDepartment of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore, 169608, Singapore.ORCID http://orcid.org/0000-0001-6116-3020
Weishan LiDepartment of Neurology, National Neuroscience Institute, Singapore General Hospital, Singapore, 169608, Singapore.ORCID http://orcid.org/0000-0002-9548-2393
Congyuan TanGovernment Technology Agency of Singapore, 10 Pasir Panjang Road, #10-01, Singapore, 117438, Singapore.ORCID http://orcid.org/0009-0009-1000-0673
Danlin LuoCaregiving and Community Mental Health Division, Agency for Integrated Care, 5 Maxwell Road, #10-00, Singapore, 069110, Singapore.
Rebecca ChongCaregiving and Community Mental Health Division, Agency for Integrated Care, 5 Maxwell Road, #10-00, Singapore, 069110, Singapore.
Rachel ShongGovernment Technology Agency of Singapore, 10 Pasir Panjang Road, #10-01, Singapore, 117438, Singapore.
Christopher SiaHome Team Science & Technology Agency, 1 Stars Avenue, #12-01, Singapore, 138507, Singapore.
Gerald Choon-Huat KohSaw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore.
Julian ThumbooSingHealth Duke-NUS Medicine Academic Clinical Programme, Duke-NUS Medical School, 8 College Road, Singapore, 169857, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Undiagnosed cognitive impairment is a pervasive global issue, often due to subtle nature of early symptoms, necessitating the use of brief cognitive tests for early detection. However, most brief tests are not scalable (requiring trained professionals), and are not designed for lower literacy groups (e.g. in underserved communities). Here, we developed PENSIEVE-AI

Indexed as

Cognitive DysfunctionLiteracyNeuropsychological TestsAgedAged, 80 and overDementiaFemaleHumansIndependent LivingMaleProspective StudiesSingapore

Identifiers

PMID40122854
PMCPMC11930973

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.