Chronic mental patients in three-quarter way housing : effect on quality of life
Bibliographic record
Abstract
The purpose of the study was to discover if three-quarter way housing had an effect on the quality of life of chronic mental patients in the community. To determine the effect, five areas were investigated: number of hospital and crisis hostel admissions and days of institutionalization, the independence of the patients in basic living skills, the size and intimacy of the patients' social support system, the severity of their symptomatology, and the three most meaningful activities which gave them satisfaction in structuring their time. From published literature, measures were adapted and a random sample of 50 residents of a three-quarter way housing program and 20 applicants to the same program were surveyed by structured interview. Earlier self-report data were reanalyzed. The applicants were surveyed again after 12 months when they had become residents. Three-quarter way housing staff reported on the applicant group with the Progress Evaluation Scales in order to validate the self-report measures. Hospitalization admissions and patients days of institutionalization decreased considerably when patients were in residence. Independence was found to be at an acceptable level for community living but this was found to be due to the strict screening process into the program. Social networks of the residents, and the applicants when they became residents, were found to be approaching normalcy or within a normal range. The increase in casual relationships from applicant to resident status was statistically significant. Symptomatology was less severe for the resident group than the applicant group; the change in most measures of symptomatology items was statistically significant for the applicant group pre and post residency. Meaningful activities for the patients did not change in the direction of increased productivity or more active pursuits rather than passive, isolated pursuits when they became residents, but satisfaction with their activities was expressed by a large majority of those questioned. In the view of the patients studied, and supported by the data, three-quarter way housing created an effect on quality of life by significantly improving the mental health of the residents in a normalized environment which is less costly than halfway housing alternatives and requires less supervision.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".