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How Do Recreation Therapists Support People Living with Acquired Brain Injuries Across the Continuum of Care?: A Scoping Review and Narrative Synthesis

2023· review· en· W4388593075 on OpenAlexaboutno aff
Christine Ausman, Heather F. Neyedli, M. Brière, Courtney Stebbe, Sarah Moore

Bibliographic record

VenueCanadian Journal of Recreation Therapy · 2023
Typereview
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsnot available
Fundersnot available
KeywordsRecreationInclusion (mineral)Data extractionContext (archaeology)Systematic reviewPsychologyHealth carePsychological interventionGrey literaturePopulationApplied psychologyMedicineMEDLINESocial psychologyPolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

Acquired Brain Injuries (ABIs) affect a significant number of individuals in Canada each year, leading to various functional challenges and complex care needs. Interdisciplinary teams play a crucial role in addressing these challenges, with Recreation Therapy (RecT) emerging as a valuable addition to such teams. RecT focuses on using leisure, recreation, and play as tools to enhance the independence and quality of life of individuals with ABIs. Despite its potential benefits, there is limited academic literature on the specific role of RecT in ABI care. This scoping review follows the Joanna Briggs Institute methodology and PRISMA-ScR guidelines. Inclusion criteria encompassed a broad range of ABI patients, RecT concepts, care settings, and study designs. A comprehensive search strategy was applied to multiple databases, and data extraction and analysis followed a systematic approach. A total of 71 articles were included in the review, following a rigorous screening process. These articles were diverse in terms of study design, population served, and healthcare context. Data extraction focused on the role of RecT, assessments, interventions, and patient outcomes, categorized by the dimensions of health and well-being (SPECS – Social, Physical, Emotional, Cognitive, Spiritual). A narrative synthesis approach was employed to identify patterns and themes across the included studies. This scoping review provides a comprehensive overview of the existing literature on the role of RecT in the care of individuals with ABIs. It highlights the need for more explicit recognition of RecT contributions within interdisciplinary teams and the importance of further research to establish evidence-based practices. Understanding the impact of RecT on the health and well-being of ABI patients is crucial for optimizing their rehabilitation and quality of life.

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)0.030
metaresearch head score (Gemma)0.124
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.030
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.124
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0060.006
Bibliometrics0.0230.021
Science and technology studies0.0020.002
Scholarly communication0.0080.007
Open science0.0030.005
Research integrity0.0050.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.085
GPT teacher head0.398
Teacher spread0.313 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations0
Published2023
Admission routes1
Has abstractyes

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