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Record W4408901729 · doi:10.1055/s-0045-1805166

Assessing the Management of Gastric Bleeding: Survey of Nursing Professionals at a Tertiary Care Hospital

2025· article· en· W4408901729 on OpenAlexaff
Hilary Curtis, Sandra Marsden

Bibliographic record

VenueEndoscopy · 2025
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal Bleeding Diagnosis and Treatment
Canadian institutionsSt. Michael's Hospital
Fundersnot available
KeywordsMedicineTertiary careGastrointestinal bleedingNursingMEDLINEFamily medicineSurgery

Abstract

fetched live from OpenAlex

This study aims to gather insights from nursing professionals involved in managing gastric bleeding to identify strengths and areas for improvement in current practices, ultimately informing the development of enhanced protocols for care management and interdepartmental transfers. A survey was conducted targeting registered nurses working in the endoscopy department at St. Michael’s Hospital in Canada. The survey assessed nursing experiences and perceptions regarding the management of gastric bleeding, protocol availability, and communication practices between endoscopy and interventional radiology departments. A total of 26 responses were analyzed to provide a comprehensive overview of current practices. Respondents highlighted that while most nurses are trained to recognize early signs of gastric bleeding, there are no established protocols for managing such cases or for transferring care between departments. The average satisfaction rating for existing management protocols was 5.6 out of 10, indicating significant room for improvement. Key challenges identified included inconsistent emergency protocols, lack of standardized training, and inadequate resources during patient transfers. Effective communication was rated highly (8/10) within teams, yet transfer processes were marked by insufficient documentation quality (5/10). Respondents emphasized the importance of clear communication, teamwork, and having established protocols to enhance patient safety and care coordination. The findings reveal critical gaps in the management of gastric bleeding, particularly concerning protocol establishment and interdepartmental communication. By addressing these gaps and fostering a standardized approach to training and patient care processes, we can improve outcomes for patients experiencing gastric bleeding during endoscopic procedures. Future work will focus on developing and implementing evidence-based protocols to enhance the preparedness and efficacy of nursing staff in managing these complex situations. Publication History Article published online: 27 March 2025 © 2025. European Society of Gastrointestinal Endoscopy. All rights reserved. Georg Thieme Verlag KG Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany

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)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.030
GPT teacher head0.372
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 designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2025
Admission routes1
Has abstractno

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