Evidence map›Paper›PMID 38274019›Full record

ArticleTrauma surgery & acute care open2024

Identification of major hemorrhage in trauma patients in the prehospital setting: diagnostic accuracy and impact on outcome.

Jared M Wohlgemut, Erhan Pisirir, Rebecca S Stoner, Evangelia Kyrimi, Michael Christian, Thomas Hurst, William Marsh, Zane B Perkins, Nigel R M Tai

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Trauma surgery & acute care open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07634185 (Clinical Evaluation of an AI Risk Prediction and Decision Support System for Early Management of Injured Patients), which is not on this map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
17.3field-weighted citation impact, top 1% of its field
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.

NCT07634185 early_phase1not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Clinical Evaluation of an AI Risk Prediction and Decision Support System for Early Management of Injured Patients: a Stepped-wedge Cluster Randomised Trial

TypeinterventionalSponsorQueen Mary University of LondonRan2026 to 2027Enrolled1,200ConditionsTrauma, Injury, Decision Support Systems, ClinicalArmsAI-TRiPS Device
3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Applications of Hydrogels in Emergency Therapy.Gels (Basel, Switzerland) · 2025
    Review
  5. Transfusion in trauma: empiric or guided therapy?Research and practice in thrombosis and haemostasis · 2025
    Article
  6. Article
  7. Article
  8. Review
  9. London fog here, there and everywhere.Trauma surgery & acute care open · 2024
    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

9 authors at 2 institutions in 1 country.

Jared M WohlgemutCentre for Trauma Sciences, Blizard Institute, Queen Mary University of London, London, UK.ORCID 0000-0001-8276-0465
Erhan PisirirSchool of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK.ORCID 0000-0002-2365-4643
Rebecca S StonerCentre for Trauma Sciences, Blizard Institute, Queen Mary University of London, London, UK.ORCID 0000-0001-7784-6360
Evangelia KyrimiSchool of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK.
Michael ChristianLondon's Air Ambulance, London, UK.
Thomas HurstLondon's Air Ambulance, London, UK.
William MarshSchool of Electronic Engineering and Computer Science, Queen Mary University of London, London, UK.ORCID 0000-0003-0212-6363
Zane B PerkinsCentre for Trauma Sciences, Blizard Institute, Queen Mary University of London, London, UK.ORCID 0000-0003-4807-8803
Nigel R M TaiCentre for Trauma Sciences, Blizard Institute, Queen Mary University of London, London, UK.
Queen Mary University of London · GBLondon Ambulance Service NHS Trust · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hemorrhage is the most common cause of potentially preventable death after injury. Early identification of patients with major hemorrhage (MH) is important as treatments are time-critical. However, diagnosis can be difficult, even for expert clinicians. This study aimed to determine how accurate clinicians are at identifying patients with MH in the prehospital setting. A second aim was to analyze factors associated with missed and overdiagnosis of MH, and the impact on mortality. Methods: Retrospective evaluation of consecutive adult (≥16 years) patients injured in 2019-2020, assessed by expert trauma clinicians in a mature prehospital trauma system, and admitted to a major trauma center (MTC). Clinicians decided to activate the major hemorrhage protocol (MHPA) or not. This decision was compared with whether patients had MH in hospital, defined as the critical admission threshold (CAT+): administration of ≥3 U of red blood cells during any 60-minute period within 24 hours of injury. Multivariate logistical regression analyses were used to analyze factors associated with diagnostic accuracy and mortality. Results: Of the 947 patients included in this study, 138 (14.6%) had MH. MH was correctly diagnosed in 97 of 138 patients (sensitivity 70%) and correctly excluded in 764 of 809 patients (specificity 94%). Factors associated with missed diagnosis were penetrating mechanism (OR 2.4, 95% CI 1.2 to 4.7) and major abdominal injury (OR 4.0; 95% CI 1.7 to 8.7). Factors associated with overdiagnosis were hypotension (OR 0.99; 95% CI 0.98 to 0.99), polytrauma (OR 1.3, 95% CI 1.1 to 1.6), and diagnostic uncertainty (OR 3.7, 95% CI 1.8 to 7.3). When MH was missed in the prehospital setting, the risk of mortality increased threefold, despite being admitted to an MTC. Conclusion: Clinical assessment has only a moderate ability to identify MH in the prehospital setting. A missed diagnosis of MH increased the odds of mortality threefold. Understanding the limitations of clinical assessment and developing solutions to aid identification of MH are warranted. Level of evidence: Level III-Retrospective study with up to two negative criteria. Study type: Original research; diagnostic accuracy study.

Indexed as

diagnosisdiagnostic accuracyhemorrhagemultiple trauma

Identifiers

PMID38274019
PMCPMC10806521
OpenAlexW4390796736

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.