Evidence map›Paper›PMID 39518575›Full record

ArticleJournal of clinical medicine2024

Prospective and External Validation of Machine Learning Models for Short- and Long-Term Mortality in Acutely Admitted Patients Using Blood Tests.

Baker Nawfal Jawad, Izzet Altintas, Jesper Eugen-Olsen, Siar Niazi, Abdullah Mansouri, Line Jee Hartmann Rasmussen, Martin Schultz, Kasper Iversen, Nikolaj Normann Holm, Thomas Kallemose and 2 more

Abstract read
PubMed Full text at PMC Publisher
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. 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. Review
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

12 authors.

Baker Nawfal JawadDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.ORCID 0000-0002-6915-744X
Izzet AltintasDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Jesper Eugen-OlsenDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.ORCID 0000-0002-4630-4275
Siar NiaziDepartment of Cardiology, North Zealand Hospital, 3400 Hillerød, Denmark.ORCID 0009-0008-1699-7788
Abdullah MansouriEmergency Medical Services, Capital Region, 2750 Ballerup, Denmark.
Line Jee Hartmann RasmussenDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.ORCID 0000-0001-6613-2469
Martin SchultzDepartment of Geriatrics, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Kasper IversenDepartment of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark.
Nikolaj Normann HolmDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Thomas KallemoseDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Ove AndersenDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Jan O NehlinDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomarkersclinical biochemistryemergency departmentexplainable artificial intelligence (XAI)long-term mortalitymachine learning modelsmortality predictionshort-term mortality

Identifiers

PMID39518575
PMCPMC11546962

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.