Evidence map›Paper›PMID 39776304›Full record

ArticleClinical and translational medicine2025

Machine learning-based multi-omics models for diagnostic classification and risk stratification in diabetic kidney disease.

Xian Shao, Suhua Gao, Pufei Bai, Qian Yang, Yao Lin, Mingzhen Pang, Weixi Wu, Lihua Wang, Ying Li, Saijun Zhou and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Clinical and translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Illuminating diabetesWorld journal of diabetes · 2025
    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

12 authors.

Xian ShaoNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.ORCID https://orcid.org/0000-0003-1720-6788
Suhua GaoNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Pufei BaiNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Qian YangNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Yao LinNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Mingzhen PangDivision of Nephrology, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Weixi WuNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Lihua WangDepartment of Nephrology & Blood Purification Center, The Second Hospital of Tianjin Medical University, Tianjin, China.
Ying LiDepartment of Nephrology & Blood Purification Center, The Second Hospital of Tianjin Medical University, Tianjin, China.
Saijun ZhouNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Hongyan LiuNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Pei YuNHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.

Funding

First Level Leading Talent Project of '123 Climbing Plan' for Clinical Talents of Tianjin Medical UniversityScience and technology project of Tianjin Health Commission TJWJ2024QN032Scientific Research Funding of Tianjin Medical University Chu Hsien-I Memorial Hospital ZXY-ZDSYSZD-1Tianjin Key Medical Discipline (Specialty) Construct Project TJYXZDXK-032A'Tianjin Medical Talents' project for the second batch of high-level talents selection project in health industry in Tianjin TJSJMYXYC-D2-014Tianjin Natural Science Foundation Key Projects 22JCZDJC00590Tianjin Science and Technology Major Special Project and Engineering Public Health Science and Technology Major Special Project 21ZXGWSY00100
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID39776304
PMCPMC11707431

What OpenQuestion holds

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Registered trials

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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.