Occupational Therapy Practice Patterns with Older Swedish Persons at Home
Bibliographic record
Abstract
This paper explores and describes occupational therapy practice patterns during two periods for 89 elderly persons living at home. Occupational therapists working in one social welfare district in Stockholm, Sweden documented and reported every occupational therapy intervention provided. The results revealed that the elderly persons who received occupational therapy services during an extended period had an age span of 30 years, with a mean age over 80 years. They had several medical problems and were living in different types of settings. Occupational therapists provided a wide range of interventions, most frequently categorised as treatment, especially related to leisure activities. Irrespective of level of care, the median of interventions per person increased or was the same over time, and 72% of the elderly persons remained at the same level of care. Enabling occupation for elderly disabled person living in their home involves constantly adjusting to the current situation since the clients' capacities, goals and environment change over time. Therefore, occupational therapists need to have a client-centred approach working in home health community services.
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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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".