Evidence map›Paper›PMID 40868071›Full record

ArticleBiomedicines2025

Using Machine Learning to Detect Factors That Affect Homocysteine in Healthy Elderly Taiwanese Men.

Pei-Jhang Chiang, Chih-Wei Tsao, Yu-Cing Jhuo, Ta-Wei Chu, Dee Pei, Shi-Wen Kuo

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomedicines, 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

6 authors.

Pei-Jhang ChiangDivision of Urology, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei 114202, Taiwan.ORCID 0000-0003-2238-5012
Chih-Wei TsaoDivision of Urology, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei 114202, Taiwan.ORCID 0000-0001-7214-8766
Yu-Cing JhuoDivision of Urology, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei 114202, Taiwan.ORCID 0000-0001-6587-2887
Ta-Wei ChuDepartment of Obstetrics and Gynecology, Tri-Service General Hospital, National Defense Medical University, Taipei 114202, Taiwan.ORCID 0000-0002-7629-7854
Dee PeiDivision of Endocrinology and Metabolism, Department of Internal Medicine, Fu Jen Catholic University Hospital, College of Medicine, Fu Jen Catholic University, New Taipei 242062, Taiwan.
Shi-Wen KuoThe Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei 231016, Taiwan.ORCID 0000-0002-0051-2407

Funding

Tri-Service General Hospital TSGH_D_113087
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

elderly menhomocysteinemachine learningTaiwanese

Identifiers

PMID40868071
PMCPMC12383570

What OpenQuestion holds

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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.