MétaCan
Menu
Back to cohort
Record W4403107407 · doi:10.1177/15910199241286551

Emergent endovascular treatment versus medical treatment for acute large vessel occlusions with nondisabling symptoms

2024· article· en· W4403107407 on OpenAlexaboutno aff
Ayşenur Önalan, Erdem Gurkas, Ferhat Balgetir, Emrah Aytaç, Çetin Kürşad Akpınar, Hasan Çetin, Asli Ciftaslan, Şule Kavak Genç

Bibliographic record

VenueInterventional Neuroradiology · 2024
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineModified Rankin ScaleLogistic regressionStroke (engine)Observational studyEndovascular treatmentIschemic strokeInternal medicineOcclusionCardiologySurgeryAneurysmIschemia

Abstract

fetched live from OpenAlex

Objectives The aim of this study is to analyze the effectiveness and safety of medical treatment (MT) versus endovascular treatment (EVT) in acute large vessel occlusion patients with mild nondisabling stroke symptoms. Methods This study is a multicenter observational study in which data from patients at three stroke centers were prospectively obtained and retrospectively analyzed. Patients were included if they arrived for treatment within 6 h of stroke onset or last known well time and had a baseline National Institutes of Health Stroke Scale (NIHSS) score of ≤5. Primary outcome was modified Rankin Scale (mRS) score 0–2 at 90 days. Secondary outcomes included symptomatic intracranial hemorrhage (sICH), discharge NIHSS score, 90-day all-cause mortality and length of stay. Clinical outcomes were compared through a multivariable logistic regression after adjusting for age, treatment type admission and discharge NIHSS score, admission Alberta Stroke Program Early CT (ASPECT) score and length of stay. Results Of the 82 patients included in the study, 42 were in the EVT group and 40 were in the MT group. The groups were similar in age (MT:66, EVT:64 age; p = .62), gender (MT:55%, EVT:54.8%; male) admission NIHSS score (MT:2, EVT:3 points; p = .26), ASPECT score (MT:10, EVT:9; p = .15). While discharge NIHSS score was found to be statistically significant between the groups (MT:1, EVT:2; p = .04). There was no difference between the two groups in terms of 90-day mRS scores (MT:1, EVT:1, p = .86) and mortality rates (MT:4, EVT:4; p = .94). In unadjusted analysis, sICH rates were similar between the MT and EVT groups (MT 5%, EVT 7.1%, p = .52). Neurological intensive care unit length of stay (MT:5 days, EVT:2 days p < .001), inpatient clinic length of stay (MT:3, EVT:2 days p = .041), and total length of stay (MT:9 days, EVT:4 days p < .001) were significantly longer in the MT group. Conclusions Our multicenter study demonstrated that MT with blood pressure augmentation and anticoagulation at hyperacute stage is an alternative option for emergency large vessel occlusion patients with nondisabling mild stroke symptoms.

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.030
GPT teacher head0.355
Teacher spread0.324 · 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 designNon-randomized 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueInterventional NeuroradiologySame topicAcute Ischemic Stroke ManagementFrench-language works237,207