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Record W2786429247 · doi:10.1136/tsaco-2018-000166

Multidisciplinary damage control management of life-threatening carotid blowout syndrome

2018· article· en· W2786429247 on OpenAlexaff
João Rezende-Neto, Dan Marcuzzi, David Paskar, Erin M. Sadler, Sarah Marshall, Kirsty Nixon, Joice Inglez, John K. Marshall

Bibliographic record

VenueTrauma Surgery & Acute Care Open · 2018
Typearticle
Languageen
FieldMedicine
TopicTrauma Management and Diagnosis
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsMultidisciplinary approachDamage controlMedicineIntensive care medicineSurgeryPolitical science

Abstract

fetched live from OpenAlex

A 63-year-old patient arrived at our trauma center with profuse arterial bleeding from zone 2 on the right side of his neck. He was alert with a heart rate of 130 beats per minute and a blood pressure of 150/100 mm Hg. There was initial confusion regarding what had precipitated the bleeding. The patient clearly had undergone prior head and neck operation and radiation, marked by a chronic ulcerated wound with extensive fibrosis around the bleeding site and a laryngectomy stoma. The latter was quickly intubated and the patient resuscitated with blood products. Manual compression was applied to the bleeding site. We later learned that a scab had recently formed at the site and the patient had displaced it while shaving, eliciting the hemorrhage from a partially exposed right common carotid artery. Unbeknown to our team, the patient’s medical history was significant for squamous cell carcinoma of the larynx treated more than 15 years ago. Given the complexity of his cervical wound, the decision was made to proceed to the angiography suite, where an endovascular stent was successfully deployed to exclude the arterial defect and hemostasis. This allowed the wound to be fully visualized, revealing that the stent was exposed within the artery (figure 1). Figure 1 Exposed stent in the right common carotid artery (arrow) within a chronic ulcerated fibrotic wound on the right side of the patient’s neck. An endotracheal tube inserted through the …

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.125
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.035
GPT teacher head0.308
Teacher spread0.273 · 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 teacher head, not a consensus.

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".

Quick stats

Citations1
Published2018
Admission routes1
Has abstractyes

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