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Record W4382601786 · doi:10.1136/bmjopen-2023-073391

Respite care: qualitative arts-based findings on the perspectives and experiences of families of children and youth with special healthcare needs residing in Manitoba, Canada

2023· article· en· W4382601786 on OpenAlexafffundabout
Roberta L. Woodgate, Corinne Isaak, Ardelle Kipling, Krista Keilty

Bibliographic record

VenueBMJ Open · 2023
Typearticle
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsHospital for Sick ChildrenUniversity of Manitoba
FundersCanadian Institutes of Health Research
KeywordsRespite careMedicineQualitative researchHealth careThe artsSpecial needsNursingGerontologyFamily medicinePsychiatrySocial science

Abstract

fetched live from OpenAlex

OBJECTIVES: Respite for families of children and youth with special healthcare needs (CYSHCN) is essential for sustaining a family care environment. Lacking is an understanding of families' respite experiences who reside in Canada. We sought to understand experiences of the use of respite services by families with CYSHCN with the aim to help improve respite services. This paper reports on the qualitative arts-based findings. DESIGN: Manitoba, a western Canadian province. PARTICIPANTS: Thirty-two families (including 38 parents and 13 siblings) of CYSHCN. RESULTS: We identified six themes surrounding challenges experienced by families' in their journeys accessing, acquiring and navigating the respite care system, and sustainment of respite care for their families, leading to familial burn-out and breakdown, financial stress, unemployment and unaddressed mental health struggles. Families provided multipronged recommendations to address these challenges. CONCLUSIONS: Through the lens of Canadian families of children with a range of complex care needs, the qualitative arts-based portion of the study underscores the challenges with accessing, navigating and sustaining respite care, which has implications for CYSHCN, their clinicians and the potential for long-term costs for government and society. This study identifies the state of the current Manitoba respite care system as an issue, presenting actionable recommendations from families that can assist policymakers and clinicians in advocating for and implementing a collaborative, responsive, family-centred system of respite care.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.133
Threshold uncertainty score0.849

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.076
GPT teacher head0.376
Teacher spread0.300 · 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 teacher head, 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

Citations11
Published2023
Admission routes3
Has abstractyes

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