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Record W4416625159 · doi:10.1177/10538135251384485

Exploring Impacts of Integrating a Rehabilitation Dog into Physiotherapy from the Perspectives of Children with Cerebral Palsy and Their Caregivers

2025· article· en· W4416625159 on OpenAlexafffund
Valerie Caron, Alison Oates, Julie Pétrin, R.P. Pinto, Joel L. Lanovaz, Colleen Anne Dell, Sarah Oosman, Sarah J. Donkers

Bibliographic record

VenueNeurorehabilitation · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicHuman-Animal Interaction Studies
Canadian institutionsSaskatchewan Health AuthorityMultiple Sclerosis Society of CanadaUniversity of Saskatchewan
FundersSaskatchewan Health Research Foundation
KeywordsCerebral palsyIntervention (counseling)Thematic analysisEmpowermentRehabilitationEmotional support

Abstract

fetched live from OpenAlex

BackgroundRehabilitation for children with cerebral palsy (CP) often includes physiotherapy to enhance community participation and quality of life. Animal-assisted services (AAS) are a novel approach in physiotherapy to increase motivation, enjoyment and wellbeing. Our team conducted a study integrating a rehabilitation dog (Loki) into animal-assisted physiotherapy (AA-PT) for children with CP. This study presents the experiences and perspectives of children with CP who worked with Loki.MethodsInterpretive Description approach with reflective thematic analysis was used. Semi-structured interviews were completed at two timepoints: T1) single timepoint walking with Loki; T2) after an 8-week AA-PT intervention with Loki (subset of participants). ResultsAmbulatory children with CP aged 7-16 years (n = 11 (T1); n = 4 (T2)) and their caregiver (n = 11 (T1); n = 4 (T2)) participated. Three themes describing the perceived impact of working with Loki were described: 1) Connection, Relationship and Bonding; 2) Being upheld: physical support and emotional safety; 3) Empowerment Through Participation and Confidence.ConclusionChildren with CP and their caregivers reported immense enjoyment and value in having Loki present as part of the physiotherapy intervention. Centered around an immediate bond formed with Loki, the emotional and physical support children experienced improved willingness to participate in the AA-PT and in community following interactions with Loki.

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 score0.020
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.307
Teacher spread0.295 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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