Evidence map›Paper›PMID 34712642›Full record

ArticleFrontiers in public health2021

Screening the Influence of Biomarkers for Metabolic Syndrome in Occupational Population Based on the Lasso Algorithm.

Qiao-Ying Xie, Ming-Wei Wang, Zu-Ying Hu, Cheng-Jian Cao, Cong Wang, Jing-Yu Kang, Xin-Yan Fu, Xing-Wei Zhang, Yan-Ming Chu, Zhan-Hui Feng and 1 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  7. Logistic regression and other statistical tools in diagnostic biomarker studies.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024
    Review
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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

11 authors.

Qiao-Ying XieOccupational Disease Department, Hangzhou Occupational Disease Prevention and Control Hospital, Hangzhou, China.
Ming-Wei WangMetabolic Disease Center, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China.
Zu-Ying HuOccupational Disease Department, Hangzhou Occupational Disease Prevention and Control Hospital, Hangzhou, China.
Cheng-Jian CaoOccupational Disease Department, Hangzhou Occupational Disease Prevention and Control Hospital, Hangzhou, China.
Cong WangSchool of Mathematics and Statistics, Jiangsu Normal University, Xuzhou, China.
Jing-Yu KangSchool of Mathematics and Statistics, Jiangsu Normal University, Xuzhou, China.
Xin-Yan FuMetabolic Disease Center, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China.
Xing-Wei ZhangMetabolic Disease Center, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China.
Yan-Ming ChuZhejiang Geriatric Care Hospital, Hangzhou, China.
Zhan-Hui FengNeurological Department, Affiliated Hospital of Guizhou Medical University, Guiyang, China.
Yong-Ran ChengSchool of Public Health, Hangzhou Medical College, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Metabolic SyndromeAlgorithmsBiomarkersHumansLogistic ModelsNomogramsBiomarkersbiomarkerslasso regression algorithmmetabolic syndromeoccupational populationphysical examination

Identifiers

PMID34712642
PMCPMC8545799

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.