Effectiveness of palivizumab immunoprophylaxis to prevent respiratory syncytial virus hospitalizations in healthy full-term <6-month-old infants from the circumpolar region of Nunavik, Quebec, Canada
Bibliographic record
Abstract
In Quebec, Canada, eligibility for palivizumab (PVZ) immunoprophylaxis was expanded in fall 2016 to include healthy-full-term (HFT) infants residing in the circumpolar region of Nunavik and aged <3 months at the start of the RSV season or born during the season. This study assessed the effectiveness of PVZ to prevent RSV hospitalizations in these infants during the 3 seasons following its implementation. Medical and laboratory records of <1-year-old infants (375 average annual birth cohort) admitted to regional and tertiary hospitals with respiratory infection during 6 years were reviewed. Individual pharmacy data and birth registries were used to estimate adherence to PVZ and direct PVZ effectiveness in 0-5-month-old HFT infants by comparing the incidence of RSV hospitalizations 1) in protected and unprotected infants, and 2) during PVZ-protected and unprotected days. Over six seasons, the RSV hospitalization rate was 50.2/1000 (72.6/1000 adjusted for underdetection) in <1-year-old infants. PVZ was administered to 73% (469) of eligible HFT infants; 37% (237) received all recommended doses. Overall for the three RSV seasons the incidence of RSV hospitalization in PVZ-protected infants was similar to PVZ-unprotected infants, resulting in PVZ direct effectiveness of -6.7% (95% CI -174.8%, 85.6%). The incidence of RSV hospitalization during PVZ-protected and during PVZ-unprotected days was also similar, resulting in PVZ direct effectiveness of -3.8% (CI -167.6%, 64.9%). Over three RSV seasons, there was no evidence that PVZ reduced RSV hospitalizations in HFT Nunavik infants. In addition, the sub-optimal adherence to the recommended PVZ administration schedule suggests feasibility and acceptability issues.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".