<i>Streptococcus pneumoniae</i> meningitis in Alberta pre‐ and postintroduction of the 7‐valent pneumococcal conjugate vaccine
Bibliographic record
Abstract
The objective of this study was to describe the epidemiology, clinical characteristics, microbiology and outcomes of patients of all ages with Streptococcus pneumoniae meningitis between 2000 and 2004; two years pre‐ and postintroduction of an S pneumoniae 7‐valent conjugate vaccine program in Alberta in children younger than two years of age. The high mortality rate associated with S pneumoniae meningitis, despite appropriate therapy, suggests that prevention of S pneumoniae meningitis is critical. Despite implementation of a PCV‐7 program in Alberta, rates of S pneumoniae meningitis in children younger than two years of age is still high. Thus, continued research into safe and efficacious vaccines covering a broader range of S pneumoniae serotypes is necessary. OBJECTIVE: To describe the epidemiology, clinical characteristics, microbiology and outcomes of patients of all ages with Streptococcus pneumoniae meningitis two years pre‐ and postintroduction of a S pneumoniae 7‐valent conjugate vaccine program in Alberta in children <2 years of age. METHODS: Between 2000 and 2004, all cases of invasive pneumococcal disease in Alberta were identified. From this cohort, patients with S pneumoniae meningitis were identified by chart review. Clinical data, laboratory data and in‐hospital outcomes were collected. RESULTS: Of the 1768 cases of invasive pneumococcal disease identified between 2000 and 2004, 110 (6.2%) had S pneumoniae meningitis. The overall incidence was 0.7 per 100,000 persons and remained unchanged over the study period. The rate in children <2 years of age appeared to fall over time, from 10.5 per 100,000 persons in 2000 to five per 100,000 persons in 2004, although there was insufficient evidence of a statistically significant time trend within any age group. Overall, the mean age was 30 years and 47% were male. In‐hospital mortality was 20%, ranging from 6% in those ≤2 years of age to 31% for those ≥18 years of age, despite appropriate antimicrobial therapy. CONCLUSION: The high mortality rate associated with S pneumoniae meningitis suggests that prevention by vaccination is critical. In children <2 years of age, there was a downward trend in the rate of S pneumoniae meningitis after implementation of the S pneumoniae 7‐valent conjugate vaccine program, but rates were still high.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".