MétaCan
Menu
Back to cohort

E-072 onyx versus nbca and coils in the treatment of intracranial dural arteriovenous fistulae, a 17 year local retrospective review

2015· article· en· W2413593417 on OpenAlexaff
Daniel Choo, Jai Shankar

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicVascular Malformations Diagnosis and Treatment
Canadian institutionsDalhousie University
Fundersnot available
KeywordsMedicineEmbolizationSurgeryCyanoacrylateRadiologyArteriovenous malformationEndovascular treatmentAneurysm

Abstract

fetched live from OpenAlex

Introduction/purpose Intracranial Dural arteriovenous fistulae (DAVFs) with cortical venous drainage have a significant morbidity and mortality. Complete closure of these lesions is necessary to reduce these risks. This study retrospectively compares the outcomes of all the local endovascular embolization of DAVFs from 1998 to 2015. We propose that Onyx embolization resulted in fewer complications, similar procedure time and a higher chance of complete obliteration with no need for post-embolization surgery for the DAVF than other embolization methods. Materials and methods 117 patients with endovascular embolization for intracranial vascular malformations from 1998 to 2015 were retrospectively reviewed. Patients with arteriovenous malformations or carotid cavernous fistulas were excluded. 27 patients had DAVFs which were treated with embolization during this time period. Inclusion criteria was patients that had DAVFs which were treated with embolization and had imaging on our archiving system. 23 patients met this criteria. Onyx cases were defined with intention to treat principle- any time Onyx was used, it was defined as Onyx case. 11 cases were treated with Onyx embolization, 9 cases were treated with nBCA (N-Butyl Cyanoacrylate) and 3 cases were treated with coils. Successful closure rates, complications and procedure time were compared between the various embolization treatment types. Results Post embolization surgery was required for only 2 out of 11 patients treated with Onyx, 7 out of 9 patients treated with nBCA and 1 out of 3 patients treated with coils. The chances of not requiring post embolization surgery with Onyx (81.8%) was significantly higher (p = 0.008) than nBCA (22.22%). Although the complication rate with onyx (9.1%) was lower compared with that of nBCA (22.22%), it failed to reach statistical significance because of small sample size. Procedural time was not significantly different between Onyx (mean 267 mins) and nBCA (mean 288 mins) (p = 0.59). The odds ratio of a DAVF being treated with only Onyx and then requiring no follow up surgery was 15.75. Conclusions Over a 17 year period, our institution finds Onyx superior in completely obliterating DAVFs to nBCA. It was also found to be as safe and as fast as nBCA, as DAVF embolization with nBCA needed multiple catheterizations and multiple injections. Disclosures D. Choo: None. J. Shankar: None.

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)0.002
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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.000
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 head0.034
GPT teacher head0.299
Teacher spread0.265 · 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".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same topicVascular Malformations Diagnosis and TreatmentFrench-language works237,207