PCV-15 and PPSV-23 coverage of invasive and respiratory tract <i>Streptococcus pneumoniae</i>, including MDR and XDR isolates: CANWARD 2007–20
Bibliographic record
Abstract
OBJECTIVES: To compare the proportion of invasive and respiratory tract isolates of Streptococcus pneumoniae, including MDR and XDR strains, that demonstrated PCV-15 and PPSV-23 serotypes in Canada from 2007 to 2020. METHODS: The CANWARD study collected 2984 S. pneumoniae isolates from 2007 to 2020 (1054 invasive, 1930 respiratory). Serotyping was performed using the Quellung reaction. Antimicrobial susceptibility testing was performed using CLSI methods. MDR/XDR was defined as resistance to ≥3/≥5 antimicrobial classes, respectively. RESULTS: Overall, the proportion of vaccine serotypes demonstrating a PCV-15/PPSV-23 serotype was significantly higher in blood isolates (54.6%/76.2%, respectively) than respiratory isolates (38.9%/55.3%; P < 0.0001). Similarly, PCV-15 and PPSV-23 vaccine coverage was higher for blood isolates for all demographic categories, including both genders, all regions and all age groups (P ≤ 0.0213). PCV-15/PPSV-23 coverage was also significantly higher for blood isolates demonstrating clarithromycin resistance (60.4/75.1% blood, 47.8/57.4% respiratory; P ≤ 0.009) and penicillin resistance (68.9/63.0% blood, 45.2/43.0% respiratory; P < 0.0001) and trimethoprim/sulfamethoxazole-resistant isolates for PPSV-23 only (82.6% blood, 64.3% respiratory; P = 0.0057). Vaccine coverage was numerically higher but not significantly different between specimen source for children <2 years of age, as well as ceftriaxone-, doxycycline- and levofloxacin-resistant isolates. PCV-15/PPSV-23 vaccine coverage for MDR isolates (61.8%/67.3% blood, 52.2%/56.2% respiratory) and XDR isolates (93.3% blood, 89.6% respiratory for both vaccines) was not significantly different between specimen sources. CONCLUSIONS: PCV-15 and PPSV-23 serotype coverage is generally greater for blood versus respiratory isolates but not for MDR and XDR isolates. Continued pneumococcal surveillance is warranted to determine future trends in vaccine coverage, serotype distribution and antimicrobial susceptibilities under the pressure of vaccine use.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".