COVID-19 vaccination in 5-11 years old children: Drivers of vaccine hesitancy among parents in Quebec
Bibliographic record
Abstract
The Pfizer-BioNTech COVID-19 vaccine was recently authorized for Canadian children aged 5 to 11 years old. Previous studies have indicated that low parental vaccination intention can be anticipated. To better understand drivers of vaccine hesitancy among parents of 5-11 years old children, four focus group discussions were conducted. Interviewed parents generally showed little concern about the risk of COVID-19 for their child(ren) and many mentioned that children are at low risk of complications from COVID-19. Out of 28 participants, seven intended to vaccinate their child(ren) while the remaining were unsure or unwilling. Even if parents were themselves vaccinated, many hesitated for their child(ren). These parents perceived that it was unnecessary (due to low risk of complications) and were concerned about risks of side effects. Clear communication on vaccine safety and usefulness will be critical to reassure parents and foster vaccine acceptance.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".