Evidence map›Paper›PMID 40071150›Full record

ArticleBME frontiers2025

Leveraging Large Language Models for Predicting Postoperative Acute Kidney Injury in Elderly Patients.

Hanfei Zhu, Ruojiang Wang, Jiajie Qian, Yuhao Wu, Zhuqing Jin, Xishen Shan, Fuhai Ji, Zixuan Yuan, Tingrui Pan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in BME frontiers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

9 authors.

Hanfei ZhuCenter for Intelligent Medical Equipment and Devices, Institute for innovative Medical Devices, School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Ruojiang WangCenter for Intelligent Medical Equipment and Devices, Institute for innovative Medical Devices, School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Jiajie QianDepartment of Anesthesiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, P. R. China.
Yuhao WuCenter for Intelligent Medical Equipment and Devices, Institute for innovative Medical Devices, School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Zhuqing JinDepartment of Nephrology, The Second Affiliated Hospital of Anhui Medical University, Hefei, P. R. China.
Xishen ShanDepartment of Anesthesiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, P. R. China.
Fuhai JiDepartment of Anesthesiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, P. R. China.
Zixuan YuanThrust of Financial Technology, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, P. R. China.
Tingrui PanCenter for Intelligent Medical Equipment and Devices, Institute for innovative Medical Devices, School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, P. R. China.ORCID https://orcid.org/0000-0002-8851-0667

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40071150
PMCPMC11896637

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.