Experiences of parents of teenagers with life-threatening food allergies: a qualitative systematic review protocol
Bibliographic record
Abstract
OBJECTIVE: The objective of this review is to synthesize the experiences of parents of teenagers with life-threatening food allergies. INTRODUCTION: Life-threatening food allergies are increasing globally, with a significant effect on families, particularly parents. The teenage years are a time of increasing autonomy for young people; however, for parents living with and caring for a teenager with a life-threatening food allergy, this responsibility can have a considerable impact. INCLUSION CRITERIA: This review will include qualitative studies on the experiences of parents of teenagers with life-threatening food allergies, including, but not limited to, caregiving, parenting, and psychosocial experiences; any day-to-day activities, happenings, thoughts, or feelings related to parenting a teenager with life-threatening food allergies; and the handing over of responsibility for the allergy to the teenager. The review will include studies on participants in the community and in health care settings such as inpatient hospitalizations, outpatient visits, school and sports events, family dinners, restaurants, and travel. Participants from all cultural backgrounds, socio-economic backgrounds, and countries will be included. METHODS: The review will follow the JBI methodology for systematic reviews of qualitative evidence. The search for published studies will include CINAHL, MEDLINE, and PsycINFO (EBSCOhost); Embase (Ovid); LILACS, IBSS, and Sociological Abstracts (ProQuest). The search for unpublished studies will include ProQuest Dissertations and Theses, Open Access Theses and Dissertations (OATD), Bielefeld Academic Search Engine (BASE), Google, and Google Scholar. Databases will be searched from inception until the present. JBI tools and guidelines will be used to conduct critical appraisal, data extraction, data synthesis, and assessment of confidence in the findings. REVIEW REGISTRATION: PROSPERO CRD42024503698.
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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 | 0.006 |
| 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".