Evidence map›Paper›PMID 39458141›Full record

ArticleJournal of clinical medicine2024

Predicting Survival Status in COVID-19 Patients: Machine Learning Models Development with Ventilator-Related and Biochemical Parameters from Early Stages: A Pilot Study.

Shin-Ho Chou, Cheng-Yu Tsai, Wen-Hua Hsu, Chi-Li Chung, Hsin-Yu Li, Zhihe Chen, Rachel Chien, Wun-Hao Cheng

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2024. 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.

Shin-Ho ChouRespiratory Therapy, Department of Pulmonary Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan.
Cheng-Yu TsaiRespiratory Therapy, Department of Pulmonary Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan.
Wen-Hua HsuDepartment of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.
Chi-Li ChungRespiratory Therapy, Department of Pulmonary Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan.ORCID 0000-0003-0656-976X
Hsin-Yu LiRespiratory Therapy, Department of Pulmonary Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan.
Zhihe ChenDepartment of Civil and Environmental Engineering, Imperial College London, London SW7 2AZ, UK.
Rachel ChienGraduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei 100, Taiwan.
Wun-Hao ChengSchool of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.ORCID 0000-0003-0919-7930

Funding

Taipei Medical University hospital 112TMUH-P-01
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

COVID-19C-Reactive Protein (CRP)random forestsurvival predictionventilator weaning

Identifiers

PMID39458141
PMCPMC11508203

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.