Bibliographic record
Abstract
New Orleans, La.The International Stroke Conference encompasses 2 1 ⁄2 days of educational forums highlighting recent advances in the treatment, prevention and outcomes of cerebrovascular disease and stroke.More than 450 posters and oral presentations and lectures will be featured.Special symposia this year will focus on several topics, including: the impact of hypertension, hyperglycemia, and hyperthermia in the acute phase of stroke; novel interventions for the treatment of intracranial aneurysms; evolving approaches to treat intracranial hemorrhage; use of ultrasounds as an acute treatment for stroke; translational research in nursing; primary prevention for stroke; stroke and sleep disturbances; telemedicine and stroke; and more.Sessions from the clinical categories include diagnosis, acute management, inhospital treatment, rehabilitation and recovery, prevention and community/risk factors, and outcomes.Experimental categories include neurons/glia/inflammation and vascular pathophysiology/thrombosis.For more information, see http://strokeconference.americanheart.org.Feb 16 -19: 2nd International Conference on Women, Heart Disease and Stroke.Orlando, Fla.The conference is jointly sponsored by the American Heart Association, the Centers for Disease Control and Prevention, the American College of Cardiology Foundation, the World Heart Federation, the National Heart, Lung, and Blood Institute, and the Heart and Stroke Foundation of Canada.This 2 1 ⁄2day program will present plenary and concurrent oral and poster sessions that will explore the reasons for the disturbing trends that most impact the progression of cardiovascular diseases, provide stateof-the-art aspects of the behavioral, pharmacological, and public policy approaches to the prevention, treatment, and management of these diseases.We will also discuss the policy perspectives that have international application.
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 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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.763 | 0.621 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".