Evidence map›Paper›PMID 41300658›Full record

ReviewChildren (Basel, Switzerland)2025

Training for Pediatric Sepsis-A Medical Education Perspective and Potential Role of Artificial Intelligence.

Spyridon Karageorgos, Owen Hibberd, Dennis Ren, Yasmin Hornsby, Damian Roland, Ioannis Koutroulis

Abstract readReview
In one paragraph

Review in Children (Basel, Switzerland), 2025. 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

6 authors.

Spyridon KarageorgosFaculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK.ORCID 0000-0002-5476-6576
Owen HibberdFaculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK.ORCID 0000-0002-3839-1874
Dennis RenDivision of Emergency Medicine, Children's National Hospital, Washington, DC 20012, USA.ORCID 0009-0008-2146-7140
Yasmin HornsbyEmergency and Urgent Care Research in Cambridge (EURECA), PACE Section, Department of Medicine, Cambridge University, Cambridge CB2 0QQ, UK.
Damian RolandSAPPHIRE Group, Population Health Sciences, Leicester University, Leicester LE1 7RH, UK.ORCID 0000-0001-9334-5144
Ioannis KoutroulisDivision of Emergency Medicine, Children's National Hospital, Washington, DC 20012, USA.ORCID 0000-0002-8396-9022

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pediatric sepsis is a major cause of morbidity and mortality worldwide, with outcomes dependent on timely recognition and rigorous management. As clinical management of pediatric sepsis depends on early recognition and initial therapeutic steps, targeted educational materials for healthcare workers in these early phases of care are warranted. Findings of this review highlight and compare the role of traditional educational methods (e.g., lectures) to alternative teaching methods (e.g., use of virtual reality) in educating healthcare workers about pediatric sepsis. Overall, there is a gradual shift from traditional, teacher-centered, transmissive teaching methods to more collaborative, reflective, and learner-centered approaches. These pedagogical approaches, despite some potential limitations, offer opportunities to use technological enhancements and Artificial Intelligence (AI) to enhance teaching and learning across various methods.

Indexed as

artificial intelligencemedical educationpediatric sepsis

Identifiers

PMID41300658
PMCPMC12650870

What OpenQuestion holds

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LicenceCC BY
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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.