Malaysian Stroke Conference (MSC) Report 2022
Bibliographic record
Abstract
The fourth Malaysian Stroke Conference was held in Eastern and Oriental Hotel Penang from 12 to 13 August 2022. This conference attracted 254 physical delegates and 378 virtual delegates within Malaysia and internationally from Singapore, Indonesia, Philippines, Brazil, Canada, Egypt, India and Japan. The theme of this conference was “FAST: BRAIN AND HEART ATTACK”, with the take-home message of acting as fast as possible in both acute cerebrovascular and acute coronary disease. The main organiser was the Malaysian Stroke Council, with support from other specialities, namely emergency physicians, geriatricians and advanced acute internal medicine physicians. The event was a great success in gathering various stakeholders in stroke care to share the latest updates on stroke. Issues pertaining to stroke care were discussed to take the stroke service delivery to greater heights. This conference has undoubtedly left a profound impact on all the participants that it is time to embrace the practice of hyperacute stroke treatment which saves lives, and that everyone is responsible for offering the best stroke care to our patients.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.007 |
| 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 | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 teacher head, 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".