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Record W4392488630 · doi:10.1161/svin.03.suppl_2.227

Abstract 227: Combined Technique Versus Stent‐Retriever Alone: Angioarchitectural and Technical Analysis

2023· article· en· W4392488630 on OpenAlexaboutno aff
Mohamed A. Tarek, Pedro N. Martins, Mahmoud Mohammaden, Mateus Damiani Monteiro, Jonathan A Grossberg, Jay C. Dolia, Aqueel Pabaney, Raul G. Nogueira, Diogo C Haussen

Bibliographic record

VenueStroke Vascular and Interventional Neurology · 2023
Typearticle
Languageen
FieldMedicine
TopicCerebrovascular and Carotid Artery Diseases
Canadian institutionsnot available
Fundersnot available
KeywordsLabrador RetrieverMedicineSurgery

Abstract

fetched live from OpenAlex

Introduction Combined technique mechanical thrombectomy with contact aspiration with stent‐retriever has been shown to lead to comparable final reperfusion rates compared with stent retriever alone. We aimed to explore if anatomical and technical features could have interaction with the chances of reperfusion by each technique. Methods Retrospective analysis of a prospective mechanical thrombectomy (MT) database. Inclusion criteria: anterior circulation large vessel occlusion(LVO) due to carotid terminus or proximal MCA(M1) occlusion, first‐line stent‐retriever (SR) alone or combined technique (SR plus aspiration), and angiographic run with stent in place. The primary analysis was the interaction between clinical and angiographic characteristics and first‐line MT modality on first‐pass effect (FPE; first‐pass eTICI2c‐3). Secondary analyses aimed to evaluate predictors of FPE. Results A total of 150 patients were included in the analysis (SR alone,n=62 vs. combined technique, n=88). Demographics, vascular risk factors and NIHSS were comparable between groups. The SR group had higher IV‐tPA use (41.9%vs.26.1%,P=0.04), higher rates of FPE(64.5%vs.47.7%,P=0.04) but similar baseline ASPECTS, CTA collateral score, clot burden, as compared to the combined technique. Anatomical and technical variables (reperfusion channel, SR position in dominant MCA division, angle of interaction, diameter of stent proximal to clot, diameter of stent distal to clot, type of extracranial carotid or cavernous carotid tortuosity, clot length were comparable between both groups. None of the anatomical and technical factors were found to have an interaction with the modality (SR alone vs combined technique) on the chances of FPE (Pinteraction >0.05)(Figure). FPE was observed in 54.6% of the entire cohort. Multivariable analysis showed that use of IV‐tPA(OR 156.5,95%CI 4.59‐5334.8,P=0.005), lower angle of interaction (OR 0.94,95%CI 0.89‐0.99,P=0.03), presence of reperfusion channel (OR 145.8,95%CI 1.96‐108277.4),P=0.02), higher clot burden score (OR 8.17,95%CI 1.38 ‐48.21,P=0.02), type‐3 cavernous ICA tortuosity (OR 0.001,95%CI 0‐0.23,P=0.01) were independently associated FPE. Conclusion We could not identify any anatomical or technical features that predisposed to a benefit in adding catheter aspiration to SR thrombectomy. IV r‐TPA, clot burden score, presence of reperfusion channel, type of cavernous carotid tortuosity, and angle of interaction were found independently associated with FPE. Large sample studies are warranted.

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 score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

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 head0.013
GPT teacher head0.270
Teacher spread0.257 · 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
Published2023
Admission routes1
Has abstractyes

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