Evidence map›Paper›PMID 40941657›Full record

ReviewDiagnostics (Basel, Switzerland)2025

The Potential of Artificial Intelligence in the Diagnosis and Prognosis of Sepsis: A Narrative Review.

George Țocu, Elena Lăcrămioara Lisă, Dana Tutunaru, Raul Mihailov, Cristina Șerban, Valerii Luțenco, Florentin Dimofte, Mădălin Guliciuc, Iulia Chiscop, Bogdan Ioan Ștefănescu and 5 more

Abstract readReview
In one paragraph

Review 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 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Review
  3. Subgroup Differences in Agreement Between an Algorithm Guided Large Language Model and Routine Emergency Department Triage.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. Review
  9. Article
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  11. 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

15 authors.

George ȚocuDepartment of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0002-0953-4274
Elena Lăcrămioara LisăDepartment of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0001-9310-9731
Dana TutunaruDepartment of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Raul MihailovDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0001-7081-9490
Cristina ȘerbanDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Valerii LuțencoDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0009-0001-6620-7851
Florentin DimofteDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Mădălin GuliciucDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Iulia ChiscopDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Bogdan Ioan ȘtefănescuDepartment of Clinical Surgery, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Elena NiculețDepartment of Morphological and Functional Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0001-9249-5247
Gabriela GurăuDepartment of Morphological and Functional Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0001-8327-1364
Sorin Ion BerbeceDepartment of Morphological and Functional Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Oana Mariana MihailovDepartment of Clinical Medicine, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.
Loredana Stavăr MateiDepartment of Clinical Medicine, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University, 800008 Galati, Romania.ORCID 0000-0002-1334-8749

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencediagnosismachine learningnatural language processingprognosissepsis

Identifiers

PMID40941657
PMCPMC12427803

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.