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Record W1997252768 · doi:10.1177/000841740707400203

Discharge Decision-Making, Enabling Occupations, and Client-Centred Practice

2007· article· en· W1997252768 on OpenAlexaffvenue
Gillian Moats

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2007
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsDeer Lodge Centre
Fundersnot available
KeywordsAutonomyPsychologyOccupational therapyApplied psychologyNursingMedicine

Abstract

fetched live from OpenAlex

BACKGROUND: Occupational therapists working in hospitals are confronted with increasingly complex discharge decisions. However, the relationship of discharge-planning strategies to the professional concepts of client-centred practice and enabling occupations has been unclear. PURPOSE: This study explored the relationship between the models of decision-making used by occupational therapists, and the professional issues of enabling occupation and client-centred practice. METHODS: Qualitative interviews were conducted with 10 occupational therapists. Data were analyzed for the presence and emergence of themes. RESULTS: Therapists try to balance the sometimes competing issues of safety and autonomy. Therapists often engage in negotiated decision-making. However, clients are sometimes excluded, despite therapists' commitment to client-centred processes. Consideration of occupations is often neglected. PRACTICE IMPLICATIONS: Client-defined models of decision-making are insufficient for frail, cognitively- impaired people. A new, client-centred Negotiated Model of Decision-Making is proposed, which facilitates decisions to enable older people with their occupations.

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 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)0.004
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.566
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.236
GPT teacher head0.524
Teacher spread0.288 · 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 teacher head, not a consensus.

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

Citations33
Published2007
Admission routes2
Has abstractyes

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