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Record W3196669056 · doi:10.1161/strokeaha.121.034069

Frequency, Characteristics, and Outcomes of Endovascular Thrombectomy in Patients With Stroke Beyond 6 Hours of Onset in US Clinical Practice

2021· article· en· W3196669056 on OpenAlexaff
Kori S. Zachrison, Lee H. Schwamm, Haolin Xu, Roland Matsouaka, Shreyansh Shah, Eric E. Smith, Ying Xian, Gregg C. Fonarow, Jeffrey L. Saver

Bibliographic record

VenueStroke · 2021
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsSmiths Detection (Canada)University of Calgary
FundersAgency for Healthcare Research and Quality
KeywordsMedicineInterquartile rangeStroke (engine)Atrial fibrillationRandomized controlled trialEmergency medicineIschemic strokeClinical trialEndovascular treatmentAcute strokeInternal medicineCardiologySurgeryIschemiaAneurysm

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: In 2018, 2 randomized controlled trials showed the benefit of endovascular thrombectomy (EVT) in acute ischemic stroke patients treated 6 to 24 hours from last known well using imaging-guided selection. However, little is known about outcomes in contemporary nontrial settings. We assessed the frequency of EVT and outcomes beyond 6 hours in the US Get With The Guidelines-Stroke clinical registry. METHODS: We analyzed all acute ischemic stroke patients treated with EVT between January 1, 2009 and October, 1, 2018, at Get With The Guidelines-Stroke hospitals in the United States. We assessed trends over time in frequency of EVT beyond 6 hours, compared patient characteristics and outcomes between those treated within versus beyond 6 hours, and evaluated the associations between EVT time and outcomes. RESULTS: We identified 53 702 patients at 697 sites treated with EVT during the study period. Treatment after 6 hours from last known well occurred in 17 720 (33%) of all 53 702 EVT cases (median 4.7 hours, interquartile range, 3.3-7 hours). The proportion of EVT cases treated after 6 hours from last known well varied widely across sites (median 30%, interquartile range, 24%-38%). Compared with patients treated within 6 hours, those treated beyond six hours were younger, less likely to have atrial fibrillation, less likely to arrive by ambulance, had lower stroke severity, were less likely to be anticoagulated, and more likely to be treated at centers with higher EVT volumes. After adjusting for patient and hospital characteristics, patients receiving EVT beyond 6 hours had less favorable in-hospital mortality, ambulation at discharge, and discharge disposition compared to those treated within 6 hours. CONCLUSIONS: EVT is frequently performed for patients with ischemic stroke after 6 hours from last known well, accounting for one-third of cases nationally, and adjusted functional outcomes at discharge are worse in these patients compared to those treated with EVT within 6 hours. Further efforts are needed for 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)0.007
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 score0.011
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.012
GPT teacher head0.291
Teacher spread0.279 · 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

Citations11
Published2021
Admission routes1
Has abstractyes

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