Patient Opinions on the Benefits of Treatment Programs in Residential Psychiatric Care
Bibliographic record
Abstract
OBJECTIVE: To assess patients' opinions on the perceived benefit of treatment delivered during their stay in a residential facility. METHOD: We administered the Opinions on Curative Factors Questionnaire (OCFQ), which was developed from previous studies and assesses several treatment modalities and therapeutic factors, to a sample of 157 severely ill psychiatric patients admitted to a residential facility. RESULTS: All therapeutic factors tested by the OCFQ were considered helpful or very helpful by most of those sampled. The item with the highest score was "talking to doctor," followed by "free pass," "medication," "visitors," "nonhospital setting," "making friends with patients," "structure of daily life," "support from team," and "talking to nurses." The least-valued item was "group activities." CONCLUSION: Psychiatric patients consider several treatment factors to be helpful, especially those based on individual approaches or on a less restrictive therapeutic milieu that allows interactions with the outside world. These results may be a valuable contribution to improving treatment planning in residential facilities.
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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 | 0.002 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".