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Record W4417015847 · doi:10.1111/hae.70334

Optimizing Emergency Department Care for People With Bleeding Disorders: A Scoping Review of Barriers and Interventions for Improvement

2025· article· en· W4417015847 on OpenAlexaff
Linda Guo, Diane Lorenzetti, Natalia Rydz, Dawn Goodyear, Julia Hews‐Girard, Garrick Mok, Michelle Sholzberg, Roy Khalifé, Kelsey Uminski

Bibliographic record

VenueHaemophilia · 2025
Typearticle
Languageen
FieldMedicine
TopicHemophilia Treatment and Research
Canadian institutionsUniversity of OttawaUniversity of TorontoCanadian Blood ServicesUniversity of Calgary
Fundersnot available
KeywordsEmergency departmentPsychological interventionObservational studyMEDLINESystematic reviewThematic analysisProtocol (science)Cochrane LibraryData extraction

Abstract

fetched live from OpenAlex

ABSTRACT Background Emergency department (ED) care is critical for managing acute bleeding events in people with bleeding disorders. Despite international guidelines recommending haemostatic treatment within 30–60 min, delays and deviations from best practices are common and associated with poorer outcomes. Objective Identify barriers to guideline‐concordant ED management of bleeding disorders, evaluate interventions, assess clinical impact, and highlight knowledge gaps to inform future research. Methods Five databases (MEDLINE, Embase, Scopus, Web of Science, Cochrane Library) were searched from inception to 21 March 2025, following established scoping review guidelines and a pre‐registered protocol. Eligible studies examined barriers or interventions for improving ED care. Data were independently screened and extracted by two reviewers, then synthesized using descriptive statistics and narrative synthesis. Results Seventeen studies out of 3541 met inclusion criteria. Common barriers included electronic medical record (EMR) limitations, absence of standardized protocols, limited healthcare professional education, and inadequate communication with haematology. Delayed time to therapy ( n = 8, range 1.4–5.6 h) was frequently reported; additional impacts included failure to administer haemostatic therapy for confirmed/suspected bleeding, non‐indicated diagnostic testing, and patient mortality. Most interventions combined EMR enhancements with education. All interventions were associated with improved outcomes, including reduced time to therapy ( n = 4, range 0.4–2.5 h). Perspectives of people with bleeding disorders and caregivers were infrequently incorporated. Conclusion This review provides the first comprehensive synthesis of barriers and interventions in ED care for people with bleeding disorders, identifying critical gaps in timely treatment, interdisciplinary coordination, and stakeholder engagement. These findings provide a foundation for future quality improvement research.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.081
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.021
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.081
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0060.008
Bibliometrics0.0110.012
Science and technology studies0.0010.001
Scholarly communication0.0050.004
Open science0.0030.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.029
GPT teacher head0.371
Teacher spread0.342 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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