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Record W2761174703 · doi:10.3138/ptc.2016-66

Amount and Content of Sensorimotor Therapy Delivered in Three Stroke Rehabilitation Units in Quebec, Canada

2017· article· en· W2761174703 on OpenAlexaffvenueabout
Carol L. Richards, Francine Malouin, Sylvie Nadeau, Joyce Fung, Line D’Amours, Claire Pérez, Anne Durand

Bibliographic record

VenuePhysiotherapy Canada · 2017
Typearticle
Languageen
FieldMedicine
TopicStroke Rehabilitation and Recovery
Canadian institutionsInstitut de Readaptation Gingras Lindsay de MontrealCentres Intégré Universitaires de Santé et de Services SociauxCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalCentre for Interdisciplinary Research in RehabilitationCentre Integre de Sante et de Services Sociaux de LavalUniversité de MontréalUniversité LavalMcGill UniversityJewish Rehabilitation HospitalCentre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean
Fundersnot available
KeywordsRehabilitationPhysical medicine and rehabilitationStroke (engine)Physical therapyOccupational therapyMedicineContent (measure theory)MathematicsEngineering

Abstract

fetched live from OpenAlex

Purpose: This study creates a baseline clinical portrait of sensorimotor rehabilitation in three stroke rehabilitation units (SRUs) as a first step in implementing a multi-centre clinical research platform. Method: Participants in this cross-sectional, descriptive study were the patients and rehabilitation teams in these SRUs. Prospective (recording of therapy time and content and a Web-based questionnaire) and retrospective (chart audit) methods were combined to characterize the practice of the rehabilitation professionals. Results: The 24- to 39-bed SRUs admitted 100–240 inpatients in the year audited. The mean combined duration of individual occupational and physical therapy was 6.3–7.5 hours/week/patient. When evening hours and the contributions of other professionals as well as group therapy and self-practice were included, the total amount of therapy was 13.0 (SD 3) hours/patient/week. Chart audit and questionnaire data revealed the Berg Balance Scale was the most often used outcome measure (98%–100%), and other outcome measure use varied. Clinicians favoured task-oriented therapy (35%–100%), and constraint-induced movement therapy (0%–15%), electrical stimulation of the tibialis anterior (0%–15%), and body weight–supported treadmill training (0%–1%) were less often used. Conclusions: This study is the first to provide objective data on therapy time and content of stroke rehabilitation in Quebec SRUs.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.068
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.020
GPT teacher head0.264
Teacher spread0.244 · 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.

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

Citations8
Published2017
Admission routes3
Has abstractyes

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