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Record W4313816738 · doi:10.1017/s1463423622000123

Occupational therapy services in primary care: a scoping review

2023· review· en· W4313816738 on OpenAlex

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenuePrimary Health Care Research & Development · 2023
Typereview
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsMcMaster UniversityWestern UniversityUniversity of ManitobaQueen's University
Fundersnot available
KeywordsPrimary careOccupational therapyNursingMedicineFamily medicinePsychiatry

Abstract

fetched live from OpenAlex

Abstract Aim: To examine and describe the current evidence about occupational therapy services in primary care. Background: Interprofessional primary care teams have been introduced to support the changing demographics and provide more comprehensive and coordinated care. Occupational therapists have the opportunity to play an important role in this expanding area of practice. To do so, occupational therapists must develop roles built on evidence and a clear understanding of the care delivery context. Methods: A scoping review was conducted based on the scientific and grey literature. Studies that described or examined the occupational therapy role with clients (individuals, groups, communities, populations) of all ages, conditions or occupational issues in a primary care context and that presented or referred to an occupational therapist working in a primary care setting were included. Studies were excluded if they were not in English or French. The Canadian Model of Occupational Performance and Engagement was used to chart the data. Findings: 129 articles were identified, with 62 non-research and 67 research-focussed articles. A total of 268 assessments and 868 interventions were identified. The top interventions offered by occupational therapists were referring to/advocating for/coordinating/linking to and navigating community services ( n = 36 articles), chronic disease management ( n = 34 articles)/self-management education ( n = 28 articles), health promotion ( n = 30 articles) and falls prevention ( n = 27 articles). The predominant focus in the literature is on adult and older adult populations.

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)0.018
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.559
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0180.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0020.004
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0000.004

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 head0.417
GPT teacher head0.627
Teacher spread0.210 · 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