Surveillance des infections invasives à streptocoques du groupe A au Canada, 2020
Bibliographic record
Abstract
Contexte : L'infection invasive streptocoques du groupe A (IISGA) (cause par Streptococcus pyogenes) est une maladie dclaration obligatoire au Canada depuis 2000. Cet article rsume les donnes dmographiques, les types emm et la rsistance aux antimicrobiens des IISGA au Canada en 2020. Mthodes : Le Laboratoire national de microbiologie de l'Agence de la sant publique du Canada (Winnipeg, Manitoba) collabore avec les laboratoires de sant publique provinciaux et territoriaux pour assurer la surveillance nationale du S. pyogenes invasif. Le typage des gnes emm a t effectu sur tous les isolats en utilisant le protocole de squenage du gne emm des Centres de contrle et de prvention des maladies (Centers for Disease Control and Prevention). Les susceptibilits antimicrobiennes ont t dtermines par diffusion sur disque de Kirby-Bauer, conformment aux directives de la Clinical and Laboratory Standards Institute. Les taux d'incidence des IISGA bass sur la population jusqu'en 2019 ont t obtenus par le biais du Systme canadien de surveillance des maladies dclaration obligatoire.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".