A cognitive behavioral approach to improving performance and satisfaction in meaningful occupations in the outpatient mental health setting
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.
Bibliographic record
Abstract
Mental health conditions pose a significant risk to an individual’s ability to effectively participate in daily occupations such as sleep, caregiving, self-care, leisure, exercise, productivity, socialization, and play. This doctoral project used a retrospective study to demonstrate an effective intervention based on a Cognitive Behavioral of Reference (CB-FoR) to improve performance and satisfaction in meaningful occupations in patients living with a mental health condition in the outpatient occupational therapy clinic setting. Forty-eight medical records of patients aged eight to 78 years old presenting with mental illnesses affecting daily functioning were included in the study. The Canadian Occupational Performance Measure (COPM) was utilized at initial evaluation and reevaluation to measure clinically significant change over time. Treatment data presented in this paper strongly suggests that integrating a cognitive behavioral-based intervention in the outpatient occupational therapy clinic setting leads to positive and clinically significant outcomes, regardless of age, socioeconomic status, or gender.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it