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Record W4246846222 · doi:10.1080/j003v21n04_03

A Profile of Canadian Pediatric Occupational Therapy Practice

2007· article· en· W4246846222 on OpenAlexaffabout
Ted Brown, Sylvia Rodger, Anita Brown, Carsten Roever

Bibliographic record

VenueOccupational Therapy In Health Care · 2007
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsChildren's Hospital of Eastern Ontario
Fundersnot available
KeywordsOccupational therapyPsychological interventionTest (biology)Intervention (counseling)PsychologyRehabilitationMedicineClinical psychologyPhysical therapyNursing

Abstract

fetched live from OpenAlex

Purpose: This study established a current profile of Canadian pediatric occupational therapy practice in terms of theories/practice models, assessments, and interventions.Method: Respondents were 272 members of the Canadian Association of Occupational Therapists who indicated that pediatrics was their primary area of clinical practice. A purpose-designed survey was mailed to participants.Results: The response rate was adequate at 27.2% (n = 272/1,000). The primary client groups seen by pediatric therapists were developmental delay, learning disability, neurology, and those requiring rehabilitation. Sensory Integration and Client-Centred Practice were the most frequently utilized theories/practice models. The most commonly used assessments were the Developmental Test of Visual Motor Integration, Peabody Developmental Motor Scales, Bruininks-Oseretsky Test of Motor Proficiency, and the Sensory Profile. The most frequently used intervention techniques with pediatric clients were the instruction of parents/caregivers and children; assistive devices, adaptive equipment, and technology; activities of daily living/self-care skills; and environmental modification/access/structuring/adaptation.Conclusions: Pediatric occupational therapists mainly used theories/ practice models that focused on three areas: Client-Centred practice, practice-oriented theories, and several theories/practice models based on occupation. Interventions focused on teaching, activities unique to occupational therapy, and on the functional needs of the client.

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)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.198

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.061
GPT teacher head0.389
Teacher spread0.329 · 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 designObservational
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

Citations31
Published2007
Admission routes2
Has abstractyes

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