Evidence map›Paper›PMID 37123253›Full record

ArticleFrontiers in physiology2023

Predicting respiratory decompensation in mechanically ventilated adult ICU patients.

Yvette Tan, Michael Young, Akanksha Girish, Beini Hu, Zina Kurian, Joseph L Greenstein, Han Kim, Raimond L Winslow, James Fackler, Jules Bergmann

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.0field-weighted citation impact, top 19% of its field
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

6 citing papers in PubMed, 6 citations in OpenAlex.

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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

10 authors at 3 institutions in 1 country.

Yvette TanWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Michael YoungWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Akanksha GirishWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Beini HuWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Zina KurianWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Joseph L GreensteinWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Han KimWhiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States.
Raimond L WinslowInstitute for Computational Medicine, Johns Hopkins University, Baltimore, MD, United States.
James FacklerDepartment of Anesthesiology and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, United States.
Jules BergmannDepartment of Anesthesiology and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, United States.
Johns Hopkins University · USCalumet College of Saint Joseph · USJohns Hopkins Medicine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

machine learning—MLmechanical ventilalionrandom forestrespiratory decompensationventilator-associated complicationsventilator-associated event (VAE)

Identifiers

PMID37123253
PMCPMC10140580
OpenAlexW4365516753

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.