Evidence map›Paper›PMID 40370218›Full record

ArticleJournal of intensive care medicine2025

Propofol-associated Hypertriglyceridemia: Development and Multicenter Validation of a Machine-Learning-Based Prediction Tool.

Jiawen Deng, Kiyan Heybati, Keshav Poudel, Guozhen Xie, Eric Zuberi, Vinaya Simha, Hemang Yadav

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in Journal of intensive care medicine, 2025. 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

7 authors.

Jiawen DengTemerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.ORCID 0000-0002-8274-6468
Kiyan HeybatiMayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0003-4465-2249
Keshav PoudelMayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, USA.
Guozhen XieMayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, USA.
Eric ZuberiDepartment of Internal Medicine, Mayo Clinic, Jacksonville, FL, USA.ORCID 0009-0008-9754-4149
Vinaya SimhaDivision of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
Hemang YadavDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0002-1889-2524

Funding

Predicting and Preventing Acute Respiratory Distress Syndrome after Hematopoietic Stem Cell TransplantationK23HL151671 · NHLBI · MAYO CLINIC ROCHESTER · PI YADAV, HEMANG · 2021 to 2025
$813k
NHLBI NIH HHS K23 HL151671
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

HypertriglyceridemiaHypnotics and SedativesMachine LearningPropofolAdultAgedCOVID-19Critical IllnessFemaleHumansIntensive Care UnitsMaleMiddle AgedRespiration, ArtificialHypnotics and SedativesPropofolcritical carehypertriglyceridemiamachine-learningmechanical ventilationpropofolsedation

Identifiers

PMID40370218
PMCPMC12354201

What OpenQuestion holds

Textmetadata
LicenceTDM
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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.