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Record W4413273645 · doi:10.1212/wnl.0000000000214015

Endovascular Treatment in Acute Ischemic Stroke Due to Occlusion of Medium or Distal Vessels

2025· article· en· W4413273645 on OpenAlexaff
Lina Palaiodimou, Apostolοs Safouris, Nikolaos M. Papageorgiou, Konstantinos Melanis, George Magoufis, Aikaterini Theodorou, Stavros Spiliοpoulos, Michael Mantatzis, Marios Themistocleous, Konstantinos Toutouzas, Peter D. Schellinger, Andrei V. Alexandrov, Guillaume Turc, Amrou Sarraj, Aristeidis H. Katsanos, Georgios Tsivgoulis

Bibliographic record

VenueNeurology · 2025
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsMedicineEndovascular treatmentOcclusionStroke (engine)Ischemic strokeCardiologyInternal medicineIschemiaRadiologyAneurysm

Abstract

fetched live from OpenAlex

BACKGROUND AND OBJECTIVES: Endovascular treatment (EVT) is the standard of care for acute ischemic stroke (AIS) due to large vessel occlusions, but its efficacy and safety in medium or distal vessel occlusions (MDVOs) remain uncertain. This systematic review and meta-analysis evaluated EVT plus best medical treatment (BMT) vs BMT alone in patients with MDVO-AIS. METHODS: MEDLINE, Scopus, and ClinicalTrials.gov were searched through February 2025 for randomized-controlled clinical trial (RCT) data and observational evidence comparing EVT plus BMT vs BMT alone in adults with MDVO-AIS. The primary efficacy outcome was 3-month excellent functional outcome (modified Rankin Scale [mRS]-score 0-1), while good functional outcome (mRS score 0-2), reduced disability (mRS shift analysis), and pooled rates of successful recanalization were assessed as secondary outcomes. The primary safety outcome was symptomatic intracranial hemorrhage (sICH), while any ICH, 3-month all-cause mortality, and procedure-related complications were also evaluated. RESULTS: = 76%). No significant subgroup differences emerged when stratified for study design or NIH Stroke Scale strata. DISCUSSION: In this comprehensive synthesis of available evidence, EVT did not improve functional outcomes compared with BMT in MDVO-AIS, while it increased the risk of hemorrhagic complications and mortality. These findings argue against the routine use of EVT for MDVO-AIS. A key limitation is the predominance of observational data, underscoring the need for further RCTs to refine patient selection. TRIAL REGISTRATION INFORMATION: The prespecified protocol of the present systematic review and meta-analysis has been registered in the International Prospective Register of Ongoing Systematic Reviews PROSPERO (registration ID: CRD42025651283).

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)0.006
metaresearch head score (Gemma)0.014
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: none
Teacher disagreement score0.006
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0050.008
Bibliometrics0.0040.003
Science and technology studies0.0000.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.267
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 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

Citations15
Published2025
Admission routes1
Has abstractyes

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