Evidence map›Paper›PMID 40870926›Full record

ArticleDiagnostics (Basel, Switzerland)2025

The Comparison of Insulin Resistance Between Normal and Early Menopause Women Younger than Fifty Years Old by Machine Learning Methods.

Chun-Kai Wang, Dee Pei, Ta-Wei Chu, Kai-Jo Chiang

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Chun-Kai WangDepartment of Obstetrics and Gynecology, Zuoying Armed Forces General Hospital, Kaohsiung 813, Taiwan.
Dee PeiDivision of Endocrinology and Metabolism, Department of Internal Medicine, Fu Jen Catholic University Hospital, School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei 243, Taiwan.
Ta-Wei ChuDepartment of Obstetrics and Gynecology, Tri-Service General Hospital, National Defense Medical University, Taipei 114, Taiwan.ORCID 0000-0002-7629-7854
Kai-Jo ChiangSchool of Nursing, National Defense Medical University, Taipei 114, Taiwan.

Funding

Zuoying Armed Forces General Hospital KAFGH-ZY_E_113025
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

early menopausehomeostasis assessment of insulin resistanceinsulin resistancemachine learningmultiple linear regressionTaiwanese women

Identifiers

PMID40870926
PMCPMC12385522

What Socratic 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 Socratic graph.