Online Support for Children With Asthma and Allergies
Bibliographic record
Abstract
Children with asthma and allergies experience social isolation and gaps in social support particularly from peers. The objective of this pilot study was to design and test an accessible online support intervention for these children. Children (n = 27) aged 7 to 11 from across Canada participated. GoToMeeting was employed for the support group sessions and Club Penguin for social connections during and between support group meetings. Content included: strategies for coping with asthma and allergies, role playing and games to help children deal with difficult situations, fun and enjoyment, and presentations by positive role models. Participation in the online peer support intervention was high, 86.3% on average over the 8-week intervention. By sharing their experiences, listening to peers' experiences, and role playing, children were introduced to practical skills: problem solving, communicating, seeking support, and self-advocacy.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".