Evidence map›Paper›PMID 35018316›Full record

ArticleHealth equity2021

A Novel Application of Non-Negative Matrix Factorization to the Prediction of the Health Status of Undocumented Immigrants.

Jason Li, James Wells, Chenli Yang, Xiaodan Wang, Yihan Lin, You Lyu, Yan Li

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Health equity, 2021. 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
0.3field-weighted citation impact, top 38% of its field
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, 2 citations in OpenAlex.

  1. Review
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

7 authors at 6 institutions in 3 countries.

Jason LiAustin College, Sherman, Texas, USA.
James WellsDepartment of Physiology, Tulane University, New Orleans, Louisiana, USA.
Chenli YangKunming Children's Hospital, Kunming, Yunnan, China.
Xiaodan WangYunnan Institute for Drug Abuse, Kunming, Yunnan, China.
Yihan LinHKU-Pasteur Research Pole, Hong Kong, China.
You LyuOmni Medical Center, Plano, Texas, USA.ORCID https://orcid.org/0000-0002-6815-6568
Yan LiOmni Medical Center, Plano, Texas, USA.
Plano Cancer Institute · USAustin College · USHKU-Pasteur Research Pole · HKKunming Children's Hospital · CNTulane University · USYunnan Institute For Drug Abuse · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

cardiovascular riskmachine learningundocumented immigrants

Identifiers

PMID35018316
PMCPMC8742291
OpenAlexW4200501027

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.