Evidence map›Paper›PMID 41562685›Full record

ReviewEpidemiologia (Basel, Switzerland)2026

Severity Scores in SARS-CoV-2 Infection-A Comprehensive Bibliometric Review and Visualization Analysis.

Andreea Magdalena Ghibu, Ionela Maniu, Victoria Birlutiu

Abstract readReview
In one paragraph

Review in Epidemiologia (Basel, Switzerland), 2026. 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. 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

3 authors.

Andreea Magdalena GhibuFaculty of Medicine, Lucian Blaga University of Sibiu, 550169 Sibiu, Romania.ORCID 0009-0008-0672-3652
Ionela ManiuFaculty of Sciences, Department of Mathematics and Informatics, Research Center in Informatics and Information Technology, Lucian Blaga University of Sibiu, 550024 Sibiu, Romania.ORCID 0000-0002-9284-597X
Victoria BirlutiuFaculty of Medicine, Lucian Blaga University of Sibiu, 550169 Sibiu, Romania.ORCID 0000-0001-7391-3394

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesDiscovered in 2019, COVID-19 spread rapidly worldwide, leading from mild forms of the disease to critical forms or death, predominantly among vulnerable patients. Severity scores help clinicians in stratifying the risk of complications and death among patients diagnosed with SARS-CoV-2 infection.

methodsThis study aims to identify the severity scores used in this type of infection, while bibliometric analysis carried out provided a comprehensive overview of global research patterns, trends, and cooperation in scientific literature on the chosen topic.

resultsWe conducted a literature screening to identify severity scores used in SARS-CoV-2 infection. Scores including CURB-54, COVID-GRAM, NEWS, APACHE II, SOFA, qSOFA, CALL, MuLBSTA, ISARIC 4C, and PADUA were identified with different performance indices.

conclusionsThere were different results obtained depending on the geographical area of applicability, patient groups analyzed, and individual patient characteristics.

Indexed as

COVID-19pandemicsensibilityseverity scoresspecificity

Identifiers

PMID41562685
PMCPMC12821403

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.