Evidence map›Paper›PMID 42355869›Full record

ArticleJournal of clinical medicine2026

Construction and Validation of a 90-Day Mortality Risk Prediction Model Based on Interpretable Machine Learning for Acute Ischemic Stroke Patients Undergoing Mechanical Thrombectomy.

Qian Jiang, Rui Wang, Yueyue He, Lingxiao He, Nan Wen, Jianyu Peng, Junli Zhang, Ling Feng

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2026. 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

8 authors.

Qian JiangDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.
Rui WangDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.
Yueyue HeDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.ORCID 0000-0002-6756-5685
Lingxiao HeTrauma Centre of West China Hospital, Sichuan University, Chengdu 610041, China.
Nan WenDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.
Jianyu PengDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.
Junli ZhangDepartment of Gastroenterology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.
Ling FengDepartment of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu 610041, China.ORCID 0000-0002-1792-3501

Funding

Graduate Education and Teaching Reform Research Project, Sichuan University GSSCU2023089Sichuan Province Cadres Health Project 2024-118
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

90-day mortality riskacute ischemic strokecohort studiesmachine learningmechanical thrombectomypredictive modelsShapley additive explanation algorithm

Identifiers

PMID42355869
PMCPMC13301130

What Socratic holds

Textmetadata
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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 Socratic graph.