Randomized evaluation of live attenuated vs. inactivated influenza vaccines in schools (RELATIVES) pilot study: A cluster randomized trial
Bibliographic record
Abstract
BACKGROUND: School-based influenza immunization can effectively address accessibility barriers, but injected inactivated influenza vaccines (IIV) may not be acceptable to some children and parents in school settings. OBJECTIVES: To better understand the feasibility of offering intranasal live attenuated influenza vaccines (LAIV) through schools, we assessed uptake, stakeholder acceptability, and cost of school-based delivery of LAIV compared to IIV. METHODS: We piloted an open-label cluster randomized trial involving 10 elementary schools in Peterborough, Ontario during the 2013-2014 influenza vaccination campaign. Schools were randomized to having students receive IIV or LAIV at publicly-funded school-based clinics organized by the local public health department. We measured the percentage of students vaccinated with at least one dose of influenza vaccine at school. Stakeholder acceptability was evaluated through a questionnaire of parents and interviews of public health department personnel and school principals. We compared the costs per dose of vaccine administered, including staff time and costs of vaccines and supplies. RESULTS: Single-dose influenza vaccine uptake was higher for the five schools offering LAIV than for the five offering IIV (19.3% vs. 12.2%, p=0.02). Interviews with nine school principals and five public health department personnel suggested that the clinics ran smoothly with little disruption to school routines, and that LAIV was associated with increased efficiency and calmer children. All interviewees cited unfamiliarity with LAIV and the study recruitment package length as potential reasons for low uptake. The cost per vaccine dose administered was $38.67 for IIV and $43.50 for LAIV. CONCLUSIONS: Use of LAIV in school-based clinics was associated with increased vaccine uptake and the perception among immunizing staff of reduced child anxiety, but also slightly higher vaccine administration costs, compared to IIV. However, uptake was low for both groups. More effective strategies to promote influenza vaccines and to obtain parent consent may improve vaccine uptake. TRIAL REGISTRATION: ClinicalTrials.gov NCT01995851. FUNDING: Public Health Agency of Canada/Canadian Institutes of Health Research Influenza Research Network.
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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 | 0.013 | 0.014 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.006 | 0.004 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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".