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Record W4414985505 · doi:10.1186/s12245-025-00992-3

Outcomes and guideline adherence for emergency department thoracotomy: a single-center experience in Saudi Arabia

2025· article· en· W4414985505 on OpenAlexaff
Mohammed K Alageel, Tareq Al-Salamah, Latifa Alshabib, Yara Aldigi

Bibliographic record

VenueInternational Journal of Emergency Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicTrauma Management and Diagnosis
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsGuidelineGeneralizability theoryEmergency departmentAngiologyTrauma centerMulticenter study

Abstract

fetched live from OpenAlex

BACKGROUND: Emergency department thoracotomy (EDT) is a high-risk, salvage procedure performed during the resuscitation of critically injured patients who are in extremis or experience cardiac arrest immediately before or after arrival at the emergency department (ED) following trauma. Despite its potential to improve outcomes in selected patients, its indications and ideal clinical applications remain controversial due to significant risks of morbidity and mortality. In Saudi Arabia, trauma is responsible for approximately 20% of fatalities and is the leading cause of disability-adjusted life-years lost among males. However, there is limited research on EDT outcomes in this region. METHODS: This retrospective cohort study was conducted at a tertiary academic trauma center in Riyadh with dedicated trauma and surgical services. Medical records from 2015 to 2023 were reviewed to identify adult patients who underwent EDT, using trauma team activations as a screening criterion. Data collected included demographics, mechanisms of injury, procedure indications, and timing. RESULTS: During the study period, the center averaged 151 trauma activations per year, identifying 11 patients who underwent EDT. All were male, with a mean age of 35.64 ± 8.89 years. Blunt trauma was the cause in 64.6% of cases. Of these, 45.4% met the Eastern Association for the Surgery of Trauma (EAST) guideline recommendations for EDT, while 18.2% had contraindications. Traumatic arrest in the ED or prehospital settings was the most common indication 72.7%. Mean time between ED arrival to procedure initiation was 25.45 ± 15.85 min. One patient survived to discharge. Among 45 traumatic arrests screened, 4.44% lacked documentation for withholding EDT despite conditional guideline recommendations. CONCLUSIONS: Given the limited data available on EDT in the MENA region, our study offers important perspectives from a high-volume trauma center in KSA, where the rate of EDT was found to be very low. This low rate is likely due to the predominant injury patterns observed, presenting few candidates who might benefit from the procedure. At the same time, most patients who may have benefited based on guideline recommendations did undergo the procedure. These findings emphasize the need for heightened clinician awareness and systematic decision-making regarding EDT in trauma care. To enhance the generalizability of our findings and assess EDT's utility in regional settings, further research involving larger multicenter registries is necessary in the country and the region.

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)0.005
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 score0.020
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.101
GPT teacher head0.435
Teacher spread0.333 · 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 abstractyes

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