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Record W2896788170 · doi:10.1177/2158244018807954

Transition From Pediatric to Adult Services: Challenges for Family Caregivers of Young Adults With Traumatic Brain Injury

2018· article· en· W2896788170 on OpenAlexaffabout
Janki Shankar, David Nicholas, Martin Mrázik, Earle H. Waugh, Shawn Tan, Rossalyn Zulla, Liana Urichuk, Sue Paranica

Bibliographic record

VenueSAGE Open · 2018
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsAlberta Health ServicesCarleton UniversityUniversity of AlbertaUniversity of Calgary
Fundersnot available
KeywordsFamily caregiversTraumatic brain injuryPsychologyYoung adultQualitative researchAcquired brain injuryTransition (genetics)Interpretative phenomenological analysisGerontologyMedicinePsychiatryDevelopmental psychologyRehabilitation

Abstract

fetched live from OpenAlex

Family caregivers are the main source of support for survivors of traumatic brain injury (TBI) while they transition from pediatric to adult care service and support systems. Yet there is little research that examines the needs of these caregivers during the transition phase. The aim of this qualitative phenomenological study was to examine the lived experiences of family caregivers of young adults with TBI who had recently transitioned from services for children and adolescents to adult care service and supports. The study sample comprised 15 family caregivers of young adult TBI survivors who had transitioned to adult services in the last 5 years. They were recruited from two large hospitals and a caregiver support center in a city in Western Canada. Semistructured interviews were conducted with the caregivers and the data were analyzed using Colaizzi’s approach in developing an essential structure of the phenomenon of caregiving. Fifteen themes emerged from the analysis and these are discussed under two broad domains: (a) caregivers’ experiences and challenges with their relative at the time of transition; (b) caregivers’ challenges with services and supports systems during transition. Findings suggest that there is a wide gap between what caregivers need and what is available to them to support their young adult relative through the transition process and beyond. Most caregivers reported that the transition phase is overwhelming and has a profound and pervasive impact on their lives. Implications of the findings and recommendations for policy and practice are discussed.

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)0.003
metaresearch head score (Gemma)0.006
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 score0.022
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.004
Scholarly communication0.0030.003
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.066
GPT teacher head0.390
Teacher spread0.324 · 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

Citations3
Published2018
Admission routes2
Has abstractyes

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