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Record W2580134164 · doi:10.1080/01942638.2016.1261980

Exploring Parents' Perceptions and How Physiotherapy Supports Transition from Rehabilitation to School for Youth with an ABI

2017· article· en· W2580134164 on OpenAlexaffabout
Tracy Lee, Andrea Norton, Sue Hayes, Keith Adamson, Heidi Schwellnus, Cathy Evans

Bibliographic record

VenuePhysical & Occupational Therapy In Pediatrics · 2017
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsMcMaster UniversityUniversity of TorontoHolland Bloorview Kids Rehabilitation Hospital
Fundersnot available
KeywordsRehabilitationPerceptionPhysical therapyPsychologyTransition (genetics)Occupational therapyPhysical medicine and rehabilitationMedicine

Abstract

fetched live from OpenAlex

AIMS: To explore parents' perceptions of their youth's transition from rehabilitation to school following an Acquired Brain Injury (ABI) and how physiotherapy influenced the youth's participation and physical function during the transition. METHODS: The study utilized phenomenological qualitative methodology using semi-structured interviews with 11 parents of youth 10 to 18 years of age recruited from one pediatric rehabilitation hospital in Ontario. Each interview was audiotaped, transcribed verbatim, and thematically analyzed. RESULTS: Parents valued physiotherapy and highlighted potential areas of improved service delivery to promote participation in an active lifestyle during this transition. In addition to being parents, they had to assume new roles and responsibilities in order to motivate their youth to continue with therapy and physical activity and had to facilitate their participation in school, recreational and social activities. CONCLUSION: For youth following an ABI, the transition back to school is complex and strategies should be supportive and responsive. Implications for physiotherapists include improved collaboration with community partners to motivate youth and promote physical activity; engage youth with their peers early in the rehabilitation process; and ongoing support for parents.

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)0.002
metaresearch head score (Gemma)0.010
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 score0.015
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.167
GPT teacher head0.414
Teacher spread0.247 · 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
Published2017
Admission routes2
Has abstractyes

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