Evidence map›Paper›PMID 41361301›Full record

ArticleClinical and translational medicine2025

Development of a multidimensional machine learning framework for predicting post-stroke cognitive impairment: A prospective cohort study.

Aini He, Houlin Lai, Xuefan Yao, Benke Zhao, Wenjing Yan, Wei Sun, Xiao Wu, Kehui Ma, Yuan Wang, Haiqing Song

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Clinical and translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Aini HeDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Houlin LaiDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Xuefan YaoDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Benke ZhaoDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Wenjing YanNational Engineering Research Centre for Agri-Product Quality Traceability, Beijing Technology and Business University, Beijing, China.
Wei SunDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Xiao WuDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Kehui MaDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Yuan WangDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Haiqing SongDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.ORCID https://orcid.org/0000-0003-0390-0920

Funding

Beijing Nova Program 20240484612Key Program of the National Natural Science Foundation of China 62433002National Key Research and Development Program of China 2022YFC3600504Science and Technology Innovation 2030-Major Project 2021ZD0201806
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41361301
PMCPMC12685603

What OpenQuestion holds

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LicenceCC BY
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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.