DWI-pc-ASPECT score in basilar artery occlusion: is 6 points or less always indicative of a bad outcome?
Bibliographic record
Abstract
Background and purpose The prognosis of patients with acute basilar arterial occlusion after endovascular reperfusion therapy with diffusion-weighted imaging – posterior circulation–Alberta Stroke Program Early Computed Tomography Score (DWI-pc-ASPECTS) of 6 or less remains unclear. We aimed to assess the characteristics and prognosis of endovascular reperfusion therapy in patients with acute basilar arterial occlusion and DWI-pc-ASPECTS of 6 or less. Methods We analysed data collected from 1 January 2012 to 31 January 2018 in a prospective neuro-interventional registry of consecutive patients treated with endovascular reperfusion therapy. Clinical and imaging data on patients with DWI-pc-ASPECTS of 6 or less who underwent endovascular reperfusion therapy for acute basilar arterial occlusion were collected for this study. A good clinical outcome was defined as a modified Rankin scale of 2 or less at 90 days. Results Forty-five acute basilar arterial occlusion patients with DWI-pc-ASPECTS of 6 or less were included. Among them, 11 (24.4%) patients had a good clinical outcome at 90 days. Patients with a good clinical outcome had less severe neurological symptoms at presentation (National Institutes of Health Stroke Scale (NIHSS) 19.0 (12.0–25.0) vs. 8.0 (6.0–11.5); P = 0.003) and were younger (72.5 years (57.0–80.0 years) vs. 63.0 years (55.5–69.0 years), P = 0.096) than those with a poor clinical outcome. The symptomatic intracranial haemorrhage rate was significantly higher in the poor clinical outcome group (13 (38.2%)) than in the good clinical outcome group (0 (0.0%)) ( P = 0.045). In particular, in patients aged over 70 years, a favourable outcome was low (18 (52.9%) vs. 1 (9.1%); P = 0.027) even after successful recanalisation. In a multivariate model, a low initial NIHSS score (odds ratio 1.21; 95% confidence interval 1.07–1.44; P = 0.0093) and age over 70 years (odds ratio 15.27; 95% confidence interval 1.85–379.79; P = 0.0321) were independent predictors of poor clinical outcome. Conclusions Even with DWI-pc-ASPECTS of 6 or less, good clinical outcome can be achieved after endovascular reperfusion therapy. Relatively mild initial symptoms and younger age can predict a better outcome in acute basilar arterial occlusion patients with DWI-pc-ASPECTS of 6 or less.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 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".