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Record W6981509005

Endovascular treatment plus placebo versus endovascular treatment plus intravenous thrombolysis in acute ischemic stroke with occlusion of the M2 segment of the middle cerebral artery: a multicenter randomized clinical trial: the M-TWO Trial

2021· dissertation· en· W6981509005 on OpenAlexaboutno aff

Bibliographic record

VenueUniversitat de Girona Digital Repository (Universitat de Girona) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicElectoral Systems and Political Participation
Canadian institutionsnot available
Fundersnot available
KeywordsThrombolysisEndovascular treatmentOcclusionPlaceboMiddle cerebral arteryStroke (engine)Modified Rankin ScaleIntracerebral hemorrhage
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND For patients with large vessel occlusion (LVO) strokes, it is unknown whether endovascular treatment (EVT) treatment alone compared with intravenous thrombolysis plus EVT (standard treatment) can achieve similar functional and safety outcomes. OBJECTIVES To investigate whether EVT plus placebo is non-inferior to intravenous thrombolysis followed by EVT for achieving functional independence at 90 days (modified Rankin Scale 0-2) among patients with acute ischemic stroke with occlusion of the M2 segment of the middle cerebral artery (MCA). Secondary objectives to assess efficacy include investigating recanalization rates and final infarct volume at 72h measured by diffusion-weighted imaging (DWI). Secondary objectives to assess safety include symptomatic intracerebral haemorrhage (sICH), any intracerebral haemorrhage (ICH), any other haemorrhages and mortality rates. METHODS Randomized, multicentric, prospective, double-blind, non-inferiority, controlled clinical trial. Intervention will be performed internationally in 50 stroke centres from Europe, USA and Canada

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.029
GPT teacher head0.289
Teacher spread0.261 · 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 designRandomized trial
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
Published2021
Admission routes1
Has abstractyes

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