Physical and occupational therapy referral and use among systemic sclerosis patients with impaired hand function: results from a Canadian national survey.
Bibliographic record
Abstract
OBJECTIVES: Contractures and deformities of the hand are major factors in disability and reduced health-related quality of life in systemic sclerosis (SSc). Physical (PT) and occupational therapy (OT) have been emphasised to address impaired hand function, but little is known about the extent they are employed. The objective of this study was to determine the proportion of Canadian SSc patients with hand involvement who are referred to and use PT or OT services and factors associated with referral. METHODS: Participants were respondents to the Canadian Scleroderma Patient Survey of Health Concerns and Research Priorities who rated ≥1 of 5 hand problems (hand stiffness, difficulty making fist, difficulty holding objects, difficulty opening hand, difficulty with faucet) as occurring at least sometimes with moderate or higher impact. Patients indicated if their physicians recommended PT or OT and if they used these services. Multivariate logistic regression assessed independent predictors of PT or OT referral. RESULTS: Of 317 patients with hand involvement, 90 (28%) reported PT or OT referral, but only 39 (12%) reported using these services. PT or OT referral was associated with more hand problems (odds ratio [OR]=1.24, 95% confidence interval [CI] 1.02-1.51, p=0.031) younger age (OR=0.96, 95% CI 0.94-0.99, p=0.004) and not being employed (OR=0.50, 95% CI 0.26-0.97, p=.0041). CONCLUSIONS: Few SSc patients with hand involvement are referred to PT or OT, and even fewer use these services. High-quality randomised controlled trials of PT and OT interventions to improve hand function in SSc are needed.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".