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Record W4403999764 · doi:10.1016/j.cjcpc.2024.10.006

Growing Up With Congenital Heart Disease: A Qualitative Research Study of Parents’ and Clinicians’ Experiences and Perspectives

2024· article· en· W4403999764 on OpenAlexafffund
F. Dylan Nemes, Erica Bennett, Kevin C. Harris, Christine Voss

Bibliographic record

VenueCJC Pediatric and Congenital Heart Disease · 2024
Typearticle
Languageen
FieldMedicine
TopicCongenital Heart Disease Studies
Canadian institutionsBC Children's HospitalUniversity of British ColumbiaUniversity of British Columbia, Okanagan CampusKelowna General Hospital
FundersUniversity of British ColumbiaMichael Smith Health Research BCBC Children's HospitalBC Children’s Hospital Foundation
KeywordsQualitative researchHeart diseaseMedicinePsychologySociologyCardiologySocial science

Abstract

fetched live from OpenAlex

Background: Families of children with congenital heart disease (CHD) may experience a range of challenges, such as interactions with the medical system, parental stress, and the child's physical activity (PA) participation. The aim of this study is to explore how those with CHD and their families experience childhood based on parents' and clinicians' experiences and perspectives. The ultimate goal is to identify lacking supports (if any) and when children and their parents may be most amendable to receive them. Methods: We recruited parents/guardians of children with CHD and clinicians involved in care provision for children with CHD. Participants completed life story interviews, with key events from parent/guardian interviews mapped to a timeline. Data were analysed using reflexive thematic analysis. Results: Twelve parents of 11 children with CHD, with diagnoses spanning from mild to complex, and 12 clinicians (42% paediatric cardiologists, 33% nurses, and 25% other) were interviewed. Three themes were identified: (1) overwhelmed-the relationship between parents and the health care system, (2) trauma and resilience-the emotional side to raising a child with CHD, and (3) PA … more than just fun. Subthemes explored challenges of education, communication, and living away from the hospital, traumatic experiences, the need for parental support, different approaches to PA counselling, providing role models, barriers to successful PA promotion, and tools for improvement. Conclusions: This study highlights the need for changes to how and when information is communicated to families of children with CHD and an increase in the number and types of support mechanisms available.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.021
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.039
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0100.009
Scholarly communication0.0050.006
Open science0.0020.005
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.075
GPT teacher head0.413
Teacher spread0.338 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2024
Admission routes2
Has abstractyes

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