Evidence map›Paper›PMID 36034140›Full record

ArticleFrontiers in aging neuroscience2022

Using machine learning algorithms for predicting cognitive impairment and identifying modifiable factors among Chinese elderly people.

Shuojia Wang, Weiren Wang, Xiaowen Li, Yafei Liu, Jingming Wei, Jianguang Zheng, Yan Wang, Birong Ye, Ruihui Zhao, Yu Huang and 3 more

Abstract read
In one paragraph

Article in Frontiers in aging neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Interpretable machine learning for precision cognitive aging.Frontiers in computational neuroscience · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Multimorbidity measures associated with cognitive function among community-dwelling older Chinese adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  8. Article
  9. Article
  10. Interactions with Nature, Good for the Mind and Body: A Narrative Review.International journal of environmental research and public health · 2024
    Review
  11. Does Playing Mahjong Benefit Older Individuals? A Scoping Review.The journal of prevention of Alzheimer's disease · 2024
    Article
  12. Article
  13. Article
  14. 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

13 authors.

Shuojia WangTencent Jarvis Lab, Shenzhen, China.
Weiren WangTencent Jarvis Lab, Shenzhen, China.
Xiaowen LiTencent Jarvis Lab, Shenzhen, China.
Yafei LiuTencent Jarvis Lab, Shenzhen, China.
Jingming WeiInstitute of Mental Health, Peking University, Beijing, China.
Jianguang ZhengTencent Jarvis Lab, Shenzhen, China.
Yan WangInstitute of Psychology, Chinese Academy of Sciences, Beijing, China.
Birong YeTencent Jarvis Lab, Shenzhen, China.
Ruihui ZhaoTencent Jarvis Lab, Shenzhen, China.
Yu HuangTencent Jarvis Lab, Shenzhen, China.
Sixiang PengTencent Healthcare, Shenzhen, China.
Yefeng ZhengTencent Jarvis Lab, Shenzhen, China.
Yanbing ZengSchool of Public Health, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cognitive impairmentelderlyinterventionmachine learningrisk factor

Identifiers

PMID36034140
PMCPMC9407018

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.