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Record W2013013453 · doi:10.1177/000841740307000206

A Framework of Strategies for Client-Centred Practice

2003· article· en· W2013013453 on OpenAlex
Gayle Restall, Jacquie Ripat, Marlene Stern

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2003
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsWinnipeg Regional Health Authority
Fundersnot available
KeywordsVariety (cybernetics)Action (physics)Occupational therapyReflection (computer programming)PsychologyComputer scienceArtificial intelligence

Abstract

fetched live from OpenAlex

BACKGROUND: Implementing strategies to overcome barriers to client-centred practice is a challenge encountered by many occupational therapists in their daily practice. The Client-centred Strategies Framework is proposed as a tool to assist occupational therapists to consider barriers and implement strategies from a variety of perspectives. DESCRIPTION: The framework consists of five categories: personal reflection, client-centred processes, practice settings, community organizing, and coalition advocacy and political action. Within each category are a number of actions that can be taken to facilitate client-centred practice. This paper describes the framework with elaboration of each of the five categories. A case example is used to illustrate how a therapist can use the framework to address client-centred practice issues. PRACTICE IMPLICATIONS: This framework will assist therapists and students to problem-solve ways to enhance the use of client-centred processes within their own practice environments.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.861
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.389
GPT teacher head0.545
Teacher spread0.156 · 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