Significance of occlusion site on outcomes in stroke patients with large infarction undergoing endovascular therapy: A prespecified subgroup analysis of the ANGEL-ASPECT trial
Bibliographic record
Abstract
BACKGROUND: Randomized studies have demonstrated the efficacy of endovascular therapy (EVT) for acute large vessel occlusion with large infarction. However, the impact of the occlusion site on EVT outcomes remains underexplored. METHODS: We conducted this prespecified subgroup analysis of the Endovascular Therapy in Acute Anterior Circulation Large Vessel Occlusive Patients with a Large Infarct Core (ANGEL-ASPECT) trial. Participants were enrolled within 24 h of symptom onset and had an Alberta Stroke Program Early Computed Tomography Score of 3 to 5 or an infarct core volume of 70-100 mL and were randomly assigned to undergo EVT or standard medical management (MM). All 455 patients were included and categorized into 2 subgroups by whether there was an internal carotid artery occlusion (ICAO) or middle cerebral artery occlusion (MCAO). The primary outcome was functional outcome (modified Rankin Scale) at 90 days. We further assessed the association between onset-to-puncture time (OPT) and outcome in both groups using ordinal logistic regression and tested for an interaction between occlusion site and the effect of EVT. RESULTS: A total of 164 patients (36.0%) had ICAO, while 291 patients (64.0%) had MCAO. The baseline characteristics of patients treated with EVT and MM were comparable in either the ICAO or MCAO groups. EVT benefit was observed in both groups without significant heterogeneity (p for interaction = 0.891). A significant statistic interaction between occlusion site and treatment on any intracranial hemorrhage (ICH) within 48 h was observed (p for interaction = 0.002), with ICAO significantly increasing the risk of ICH compared to MCAO in patients undergoing EVT (ICAO: common OR, 6.34; 95% CI, 2.84-14.16; MCAO: common OR, 2.19; 95% CI, 1.56-3.09). However, the risk of symptomatic ICH was not increased significantly in both groups. For patients with ICAO, when OPT exceeds about 10 h and 10 min, the benefit of EVT compared to MM is not significant. CONCLUSIONS: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT04551664.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.006 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".