Antigenic and genetic characterization of serogroup C meningococci isolated from invasive meningococcal disease cases in Canada from 1999 to 2003
Bibliographic record
Abstract
Four hundred and forty-two serogroup C Neisseria meningitidis isolates from individual invasive meningococcal disease (IMD) patients in Canada during the period 1999 to 2003 were analyzed. The majority (84%) of the serogroup C meningococci were characterized by the serotype antigen 2a and belonged to the clonal complex of electrophoretic type ET-15. However, after more than a decade of endemic disease as well as a number of outbreaks and many vaccination campaigns, both genetic and antigenic variants of the serogroup C serotype 2a meningococci were noted. Such variants include strains characterized as C:2a:P1.5 and C:2a:P1.7,1 as well as a non-serotypeable phenotype due to a mutational hot spot on the serotype 2a PorB outer-membrane protein. Meningococci characterized by the antigen formula B:2a:P1.5,2 and B:2a:P1.7,1 have also been found, which suggests capsule switching. Besides the clonal group of ET-15/ET-37, small numbers of serogroup C isolates were found to belong to the clonal complexes of ST-8 (Cluster A4), ST-41/44 (Lineage 3), ST-35, and ST-269.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".