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Record W4386032803 · doi:10.1136/jnis-2023-esmint.137

P107/247  Diagnosis and endovascular management of vasospasm after aneurysmal subarachnoid hemorrhage – survey on real life practices

2023· article· en· W4386032803 on OpenAlexaff
Adrien Guenego, F. Breiman Robert, Gregory Walker, Sporns Peter, Aggour Mohamed, Jabbour Pascal, A. Kim Andrea, Mosimann Pascal, D Griesemer Adam, Hassan Ameer, Peireira Vitor Mendes, Singer Justin, Heit Jeremy, Faizy Tobias, Jens Fiehler, Boris Lubicz

Bibliographic record

VenueAbstracts · 2023
Typearticle
Languageen
FieldMedicine
TopicIntracranial Aneurysms: Treatment and Complications
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineSubarachnoid hemorrhageVasospasmTranscranial DopplerNimodipineEndovascular treatmentCerebral vasospasmAnesthesiaInternal medicineAneurysmSurgery

Abstract

fetched live from OpenAlex

<h3>Introduction</h3> Vasospasm and delayed cerebral ischemia (DCI) are the leading causes of morbidity and mortality after intracranial aneurysmal subarachnoid hemorrhage (aSAH). Vasospasm detection, prevention and management, especially endovascular management varies from center to center and lacks standardization. <h3>Aim of Study</h3> We aimed to evaluate this variability through an international survey on diagnosis and endovascular management of vasospasm. <h3>Methods</h3> A 100 question anonymous online survey was designed to evaluate the practice patterns between December 2021 and September 2022. Endovascular neurosurgeons, neuroradiologists and neurologists were contacted through email and professional societies (SNIS and ESMINT). Answers were recorded. <h3>Results</h3> A total of 201 physicians (25% [50/201] USA and 75% non-USA) completed the survey over 10 months, 42% had &gt;7years of experience, 92% were male, median age was 40 (IQR 35–46). Both high-volume and low-volume centers were represented. Daily transcranial Doppler was the most common screening method (75%) for vasospasm. In cases of symptomatic vasospasm despite optimal medical management, endovascular treatment was directly considered by 58% physicians. The most common reason to initiate endovascular treatment was clinical deficits associated with proven vasospasm/DCI in 89%. The choice of endovascular treatment and its efficacy was highly variable. Nimodipine was the most common first-line intra-arterial therapy (40%). Mechanical angioplasty was considered the most effective endovascular treatment by 65% of neurointerventionalists. <h3>Conclusion</h3> Our study highlights the considerable heterogeneity among the neurointerventional community regarding vasospasm diagnosis and endovascular management. Randomized trials and guidelines are needed to improve standard of care, determine optimal management approaches and track. <h3>Disclosure of Interest</h3> Dr Guenego reports consultancy for Rapid Medical and Phenox

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.693

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0000.000

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 head0.039
GPT teacher head0.290
Teacher spread0.251 · 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.

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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