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Record W4411991809 · doi:10.1016/j.pecinn.2025.100418

The experience of people with multiple sclerosis who receive occupational performance coaching

2025· article· en· W4411991809 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenuePEC Innovation · 2025
Typearticle
Languageen
FieldMedicine
TopicMultiple Sclerosis Research Studies
Canadian institutionsHospital for Sick ChildrenQueen's University
FundersQueen's UniversityUniversity Hospitals
KeywordsCoachingMultiple sclerosisOccupational therapyPhysical medicine and rehabilitationPsychologyPhysical therapyMedicinePsychotherapistPsychiatry

Abstract

fetched live from OpenAlex

Objective: To explore how Occupational Performance Coaching (OPC) influences self-management in the daily lives of people with Multiple Sclerosis (PwMS). Methods: A qualitative study involving 10 PwMS who underwent 6 sessions of telephone OPC over ten weeks. Interpretive description was used as the methodological approach. Participants were interviewed pre- and post-intervention, with thematic analysis performed on transcripts. Results: Pre-intervention themes included resisting MS, living with MS, ongoing challenges, and strategies. Post-intervention, the theme of resisting MS dissipated, with emergent sub-themes of planning ahead, being consistent, and talking about the plan. Participants reported reduced resistance towards their condition, a shift in their focus from problems towards solutions, and an enhancement of existing strategies and/or development of new strategies used to overcome ongoing challenges in living with MS. Conclusion: OPC may facilitate a shift in focus towards solutions and enhance self-management strategies in PwMS. Innovation: This study highlights OPC as a promising and innovative approach for addressing the self-management needs of individuals with MS, emphasizing its potential to enhance meaningful participation by fostering effective coping strategies and proactive attitudes.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.030
Threshold uncertainty score0.310

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
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 head0.057
GPT teacher head0.325
Teacher spread0.269 · 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