MétaCan
Menu
Back to cohort
Record W1559775777 · doi:10.5214/ans.0972.7531.1017411

Report

2010· article· en· W1559775777 on OpenAlexaboutno aff
Akshay Anand

Bibliographic record

VenueAnnals of Neurosciences · 2010
Typearticle
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceMedicine

Abstract

fetched live from OpenAlex

The 7th World Stroke Congress was held in Coex Center, Seoul, Korea from Oct 13- 16, 2010. About 2800 people attended the meeting which was organized by Kenes International. 504 posters were presented comprising of 52 plenary sessions and 14 key note address. As the previous meetings had been held in Kyoto, Vancouver, Munich, and Vienna, Seoul was a welcome change as the new venue for deliberations on Stroke. This meeting was sponsored by Otsuka Pharmaceutical Co Ltd, Pfizer, Bayer Healthcare. Allergen, Boehringa Inghleim, Bristol-Myers and Sanofi-Aventis Korea etc. Various organizations focusing on Stroke awareness were formally recognized for their contributions. This included the Lalitha Hospital, Guntur, India and a Bronze medal was awarded to Brazilian Academy of Stroke. The Srilankan stroke group was recognized for media campaigns, web conferences, publishing booklets and evolving national strategy on Stroke. A competition was also launched for suggesting an attractive and International symbol for Stroke. doi : 10.5214/ans.0972.7531.1017411

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.577
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0030.001
Scholarly communication0.0040.002
Open science0.0020.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.5770.346

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.

Opus teacher head0.072
GPT teacher head0.368
Teacher spread0.297 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2010
Admission routes1
Has abstractyes

Explore more

Same venueAnnals of NeurosciencesSame topicAcute Ischemic Stroke ManagementFrench-language works237,207