Proceedings of the 27th International Stroke Genetics Consortium Workshop
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The ISGC is an international collaboration of physicians and scientists who have agreed to pool resources and expertise in an effort to unravel the genetic basis of stroke and its comorbidities.Founded in 2007 by a small group of stroke genetics investigators, the ISGC has grown to over 200 members representing over 50 countries in North and South America, Europe, Australia, Africa, and Asia.ISGC workshops are held semi-annually and provide a forum for ISGC investigators to report on progress of ongoing scientific projects and discuss new ideas that help advance the ISGC's research mission.The ISGC nurtures junior investigators by offering several travel awards to young investigators interested in stroke genetics.Many abstracts in these Proceedings reflect the contributions of active junior investigators.Herein, we present the Proceedings and official published abstracts of the 27th ISGC Workshop.Presentations at the workshop included invited lectures, ISGC working group reports, and short presentations about ongoing research projects and new collaborative proposals.Invited speakers, contributing in the areas of cross-ancestry approaches to stroke genetics, large biobank initiatives, rare genetic variants, imaging tools for cerebrovascular genomics and genetic contributions to drug discovery, included Ananyo Choudhury (University of the Witwatersrand), on cutting-edge genetic studies in African populations; Elisabeth Tournier-Lasserve (Paris Cit University), one of the world's lead experts of monogenic diseases affecting cerebral small vessels; Michel Thibaut de Schotten (University of Bordeaux), an international expert in neuroimaging and connectomics; and Vincent Mooser (McGill University), holder of the Canada excellence research chair in genomic medicine and expert in drug discovery and precision drug development.The ISGC actively invites other like-minded collaborative scientists to join the consortium.The next Workshops will be held in Melbourne, Australia in March 2023.We encourage you to visit our website (strokegenetics.org)for further details.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it