Evidence map›Paper›PMID 40218182›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Advanced Assessment of Oxidative Stress and Inflammation in Military Personnel: Development of a Novel IIRPM Score Using Artificial Intelligence.

Florina-Diana Mihai, Emil-Tiberius Trasca, Patricia-Mihaela Radulescu, Razvan Mercut, Elena-Irina Caluianu, Eleonora Daniela Ciupeanu-Calugaru, Dan Marian Calafeteanu, Georgiana-Andreea Marinescu, Suzana Danoiu, Dumitru Radulescu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Florina-Diana MihaiUMF Craiova Doctoral School, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.
Emil-Tiberius TrascaDepartment of Surgery, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.
Patricia-Mihaela RadulescuDepartment of Pneumology, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.ORCID 0009-0003-3687-2468
Razvan MercutDepartment of Plastic and Reconstructive Surgery, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Elena-Irina CaluianuDepartment of Surgery, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.
Eleonora Daniela Ciupeanu-CalugaruDepartment of Biology and Environmental Engineering, University of Craiova, 200585 Craiova, Romania.
Dan Marian CalafeteanuThe Military Emergency Clinical Hospital, 'Dr. Stefan Odobleja' Craiova, 200749 Craiova, Romania.
Georgiana-Andreea MarinescuUMF Craiova Doctoral School, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.
Suzana DanoiuDepartment of Pathophysiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.ORCID 0000-0003-0785-0123
Dumitru RadulescuDepartment of Surgery, University of Medicine and Pharmacy Craiova, 200349 Craiova, Romania.ORCID 0009-0003-3990-6483

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence (AI)integrative inflammatory risk post-mission index (IIRPM)machine learningmilitary medicinemilitary personnelneutrophil-to-lymphocyte ratio (NLR)oxidative stressrisk stratificationsystemic inflammationΔNLR (Delta NLR)

Identifiers

PMID40218182
PMCPMC11988810

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.