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Record W7042326484

Occupational therapy in pulmonary rehabilitation programs: a scoping review protocol

2021· other· en· W7042326484 on OpenAlexaboutno aff

Bibliographic record

VenueOSF Preprints (OSF Preprints) · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationOccupational therapyPulmonary rehabilitationPsychological interventionActivities of daily livingProtocol (science)
DOInot available

Abstract

fetched live from OpenAlex

People with chronic respiratory diseases present several physical, psychological and social impairments that contribute to decrease their ability to perform activities of daily living and compromise their independence. Occupational therapy (OT) has been designated as part of the rehabilitation process for disabled individuals with the aim of providing them maximal function and independence to sustain activities of daily living and to improve their ability to cope with working and social behaviours. Thus, OT is strictly linked with the individual’s autonomy, both to manage deficient activities and prevent any further deterioration. Pulmonary rehabilitation (PR) is currently a core component of the management of people with chronic respiratory diseases. While it is widely accepted that PR should be implemented by an interdisciplinary team, less than 40% of PR programs in Canada report having an OT in the team and it is not clear from national and international reports and guidelines what their role and their added value to patients’ outcomes. Thus, the aims of this scoping review is to explore the role of occupational therapy (OT) in pulmonary rehabilitation (PR) programs, the current guidelines for including OT in PR programs, and the estimated prevalence and reported or anticipated effects of OT interventions in PR programs.

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)0.058
metaresearch head score (Gemma)0.052
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.081
Threshold uncertainty score0.308

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0580.052
Meta-epidemiology (narrow)0.0040.004
Meta-epidemiology (broad)0.0110.009
Bibliometrics0.0160.014
Science and technology studies0.0050.003
Scholarly communication0.0080.007
Open science0.0040.007
Research integrity0.0060.006
Insufficient payload (model declined to judge)0.0810.012

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 head0.039
GPT teacher head0.365
Teacher spread0.326 · 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 designSystematic review
Domainnot available
GenreProtocol

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

Citations0
Published2021
Admission routes1
Has abstractyes

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