Evidence map›Paper›PMID 41010934›Full record

ArticleMedicina (Kaunas, Lithuania)2025

Development and Validation of a NEWS2-Enhanced Multivariable Prediction Model for Clinical Deterioration and In-Hospital Mortality in Hospitalized Adults.

Sofia Lo Conte, Guido Fruscoloni, Alessandra Cartocci, Martin Vitiello, Maria Francesca De Marco, Gabriele Cevenini, Paolo Barbini

Abstract read
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Observational
  2. Article
  3. Article
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.

Sofia Lo ConteUnit of Diagnostic and Therapeutic Neuroradiology, Department of Neurology and Human Movement Sciences, Azienda Ospedaliero Universitaria, 53100 Siena, Italy.ORCID 0009-0001-5807-0664
Guido FruscoloniHealth Management Department, Azienda Ospedaliero Universitaria, 53100 Siena, Italy.ORCID 0009-0009-3319-9275
Alessandra CartocciDepartment of Medical Sciences, Surgery and Neurosciences, University of Siena, 53100 Siena, Italy.
Martin VitielloUnit of Diagnostic and Therapeutic Neuroradiology, Department of Neurology and Human Movement Sciences, Azienda Ospedaliero Universitaria, 53100 Siena, Italy.ORCID 0009-0004-5887-8382
Maria Francesca De MarcoHealth Management Department, Azienda Ospedaliero Universitaria, 53100 Siena, Italy.
Gabriele CeveniniDepartment of Medical Biotechnologies, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-7212-573X
Paolo BarbiniDepartment of Medical Sciences, Surgery and Neurosciences, University of Siena, 53100 Siena, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Clinical DeteriorationEarly Warning ScoreHospital MortalityAdultAgedAged, 80 and overCohort StudiesFemaleHospitalizationHumansLogistic ModelsMaleMiddle AgedRetrospective StudiesRisk AssessmentROC Curveclinical risk predictionelectronic health recordNEWS2patients deteriorationrisk stratification

Identifiers

PMID41010934
PMCPMC12471953

What Socratic 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 Socratic graph.