Examining the Sensory Processing Skills and Occupational Performance of People with Multiple Sclerosis
Bibliographic record
Abstract
This study aimed to compare sensory processing skills and occupational performance between participants with multiple sclerosis and healthy controls. Eighty participants were enrolled in this study, 40 with multiple sclerosis and 40 with healthy controls. Participants were between 18 and 65 years of age and asked to complete the Adult Sensory Profile, and Canadian Occupational Performance Measure. The findings of the study revealed that participants with multiple sclerosis had a lower ability to register sensory input, a higher sensory sensitivity, and avoidance, as well as lower levels of performance and satisfaction in their daily occupations, compared to the healthy controls (p < 0.05). People with multiple sclerosis often experience difficulties with sensory processing and occupational performance in daily life. More research and practice are needed on the role of sensory processing and occupational performance in daily life in people with multiple sclerosis.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".