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Record W2262026071 · doi:10.1161/str.46.suppl_1.201

Abstract 201: Effect of Endovascular Reperfusion in Relation to Site of Arterial Occlusion: A Pooled Analysis of Individual Patient Data

2015· article· en· W2262026071 on OpenAlexaff
Robin Lemmens, Scott Hamilton, David S. Liebeskind, Thomas A. Tomsick, Andrew M. Demchuk, Raul G. Nogueira, Michael P. Marks, Reza Jahan, Jennifer Tran, Jan Gralla, James Nonato, Nagesh Uppuluri, Albert J. Yoo, Vítor Mendes Pereira, Joseph P. Broderick, Jeffrey L. Saver, Gregory W. Albers, Maarten G. Lansberg

Bibliographic record

VenueStroke · 2015
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineSolitaire Cryptographic AlgorithmThrombolysisModified Rankin ScaleStroke (engine)OcclusionProspective cohort studyInternal medicineCohortSurgeryCardiologyIschemic strokeMyocardial infarctionIschemia

Abstract

fetched live from OpenAlex

Background: Previous studies have shown an association between reperfusion and good clinical outcome, but it is unknown if this association differs depending on the site of the arterial occlusive lesion (AOL). We pooled individual patient data from prospective endovascular stroke studies to assess this. Methods: We included data from the endovascular arm of IMS III, a trial of intravenous (IV) thrombolysis alone versus IV thrombolysis and endovascular treatment; SWIFT, a trial comparing the Solitaire with the Merci device; STAR, a cohort study of patients treated with the Solitaire device; and DEFUSE 2, a cohort study of patients who received endovascular therapy. We compared the strength of the associations between reperfusion and clinical outcomes in patients with ICA, M1 and M2/3/4 (M2+) occlusions. The primary outcome was good functional outcome at day 90 defined as a modified Rankin Scale 0-2. Secondary outcomes included 90-day mortality and symptomatic intracranial hemorrhage (sICH). Results: 710 Patients were included in the analysis. The site of the AOL was ICA in 161, M1 in 389, and M2+ in 160 patients (M2=131, M3=23 and M4=6). The association between reperfusion and good functional outcome was stronger for patients with ICA occlusions (45% vs 19%; OR 3.5, 95%CI 1.7-7.2) and M1 occlusions (58% vs 18%; OR 6.2, 95%CI 3.8-10.2) than for patients with M2+ occlusions (53% vs 45%; OR 1.4, 95%CI 0.8-2.6) (p for difference in ORs=0.003). Mortality was reduced with reperfusion in patients with ICA (39% vs 18%; OR 0.4, 95%CI 0.2-0.7) and M1 occlusions (30% vs 10%; OR 0.3, 95%CI 0.2-0.5), but not in patients with M2+ occlusions (15% vs 15%; OR 1.0, 95%CI 0.4-2.3). Reperfusion was associated with fewer incidences of sICH without evidence of an interaction with AOL (OR 0.3, 95%CI 0.2-0.6). Conclusion: The association between endovascular reperfusion and improved clinical outcomes is more profound in patients with ICA and M1 occlusions than in patients with M2+ occlusions. This differential response to reperfusion has important implications for the design and power calculations of endovascular stroke trials.

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)0.029
metaresearch head score (Gemma)0.036
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.029
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.036
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0080.022
Bibliometrics0.0050.004
Science and technology studies0.0000.001
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.019
GPT teacher head0.278
Teacher spread0.258 · 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 designMeta-analysis
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
Published2015
Admission routes1
Has abstractyes

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