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Record W3137968095 · doi:10.1161/str.52.suppl_1.p521

Abstract P521: Effect of Endovascular Thrombectomy on Health-Related Quality of Life Among Patients With Acute Ischemic Stroke and Large Vessel Occlusion in the Escape Trial

2021· article· en· W3137968095 on OpenAlexaff
Raed A. Joundi, Mayank Goyal, Andrew M. Demchuk, Dar Dowlatshahi, Alexandre Y. Poppe, David Williams, Jennifer Mandzia, Brian Buck, Ashutosh P. Jadhav, Aleksandra Pikula, Bijoy K. Menon, Thalia S. Field, Eric E. Smith, Michael D. Hill

Bibliographic record

VenueStroke · 2021
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsUniversity of British ColumbiaFoothills Medical CentreUniversity of TorontoLondon Health Sciences CentreUniversity of OttawaUniversity of AlbertaUniversité de MontréalUniversity of Calgary
Fundersnot available
KeywordsMedicineRandomized controlled trialStroke (engine)AnxietyQuality of life (healthcare)EQ-5DDepression (economics)Physical therapyLogistic regressionOddsInternal medicineDiseaseHealth related quality of lifePsychiatry

Abstract

fetched live from OpenAlex

Background: Endovascular thrombectomy (EVT) improves 90-day disability in patients following acute ischemic stroke due to large vessel occlusion. However, the effect of EVT on health-related quality of life and specific functional domains, and whether this effect differs by age or sex is less studied. Methods: We used data from the ESCAPE randomized controlled trial to obtain EuroQol-5D-3L (EQ-5D) at 90 days after acute stroke in patients randomized to EVT or standard care. Death was assigned an index value of 0 for EQ-5D. We used quantile regression to evaluate the association between EVT and EQ-5D index scores, and logistic regression for the association between EVT and symptom-free status among 90-day survivors for each EQ-5D dimension (self-care, usual activities, mobility, pain/discomfort, and anxiety/depression), assessing for modification by age or sex and adjusting for baseline factors including stroke severity, affected hemisphere, and receipt of alteplase. Results: There were 165 patients randomized to EVT and 150 patients randomized to control. Median EQ-5D was significantly higher for those who received EVT (0.80 versus 0.60; p<0.001). There was evidence of modification by age with older age associated with greater improvements in EQ-5D with EVT (Figure). Those receiving EVT had higher odds of symptom-free status in self-care, usual activities, mobility for those aged 60-79, and pain/discomfort for women, with no association with anxiety/depression (Table). Conclusions: EVT substantially improves health-related quality of life, with relatively greater impact in older individuals and observed benefit across multiple dimensions.

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: none
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)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.011
GPT teacher head0.274
Teacher spread0.264 · 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

Citations2
Published2021
Admission routes1
Has abstractyes

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