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Record W3023499818 · doi:10.1161/str.51.suppl_1.wmp8

Abstract WMP8: Use, Characteristics, and Outcomes of Endovascular Thrombectomy in Acute Ischemic Stroke Patients Beyond 6 Hours of Stroke Onset in US Clinical Practice

2020· article· en· W3023499818 on OpenAlexaff
Lee H. Schwamm, Haolin Xu, Roland Matsouaka, Shreyansh Shah, Kori S. Zachrison, Eric E. Smith, Ying Xian, Gregg C. Fonarow, Jeffrey L. Saver

Bibliographic record

VenueStroke · 2020
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineStroke (engine)Endovascular treatmentLogistic regressionIschemic strokeAcute strokeClinical trialInternal medicineEmergency medicineSurgeryTissue plasminogen activatorIschemia

Abstract

fetched live from OpenAlex

Introduction: Two recent RCTs have shown benefit of endovascular thrombectomy (EVT) in acute ischemic stroke (AIS) 6-24 h from last known well (LKW) using imaging-guided patient selection, however little is known about outcomes in contemporary non-trial settings. We assessed the frequency and outcomes of EVT beyond 6 h in the US national GWTG-Stroke clinical registry. Methods: We analyzed all AIS hospitalizations between 1/1/09 - 10/1/18 at fully participating GWTG-Stroke sites to identify 53,702 patients at 697 sites treated with EVT (± IV tPA) who had valid LKW, symptom discovery (SxD) and treatment times recorded. Hospital characteristics were analyzed at the 470 sites that treated > 10 patients during the study. Table 1 shows significant covariates (standardized differences >10%) and adjusted outcomes based on logistic regression models. Results: Treatment >6 h from LKW occurred in 33% of all EVT cases (median 4.7 h, IQR 3.3-7 h), and all were treated <6 h from SxD. The proportion of EVT cases treated >6 h from LKW varied widely across sites (median 30%, IQR 24-38%) and increased sharply in 2018 (Fig). Compared to < 6 h, patients treated >6 h differed in age, AF, arrival mode/time, stroke severity and use of anticoagulation, and presented to higher EVT volume centers. Late window EVT patients had less favorable adjusted outcomes at discharge for mortality, ambulation and disposition to home or IRF compared to <6 h patients (Table). Conclusions: EVT is frequently performed >6h, accounting for one-third of cases nationally. As adjusted functional outcomes at discharge are worse in these patients, further research is required to ensure optimal EVT outcomes in clinical practice settings

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)0.009
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 score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.023
GPT teacher head0.308
Teacher spread0.285 · 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
Published2020
Admission routes1
Has abstractyes

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