Generic Health‐Related Quality of Life of Children With Severe Peanut or Tree Nut Allergy
Bibliographic record
Abstract
AIM: Food allergies may decrease health-related quality of life. We assessed health-related quality of life in Finnish children at risk of a severe peanut or tree nut allergy and their parents. METHODS: Study included children aged 3-15 years referred to Tampere University Hospital for suspected severe nut allergy. Eligibility criteria included a history of anaphylaxis and/or molecular immunology testing referring for severe peanut and/or tree nut allergy. Health-related quality of life was assessed with generic questionnaires 15D for adults, 16D for teenagers or 17D for children, with scores compared with age group-matched population references. RESULTS: A total of 101 children (mean age 7.7 ± 2.9 years) and parent pairs were enrolled. The mean 16D score for 11 teenagers aged 12-15 years and mean 15D score for 101 parents was similar to reference populations; parental distress was borderline statistically worse (0.890 vs. 0.932, p = 0.013). The mean 17D score for 90 children aged 3-11 years was significantly higher (0.959 vs. 0.938) than in references (p < 0.01). CONCLUSION: Children with a suspected severe peanut or tree nut allergy had a comparable health-related quality of life to the reference population. Distress among their parents seemed to be increased, warranting more focus on parental counselling.
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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) | 0.001 | 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 | 0.000 |
| 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".