An aid in the rehabilitation of mental hospital patients : a study of women discharged on leave to the "Vista" Rehabilitation Centre in Vancouver, British Columbia
Bibliographic record
Abstract
This study is concerned with the contribution of "Vista" rehabilitation centre toward the re-establishment of women mental patients. "Vista" centre le an auxiliary service of the Provincial Mental Hospital and Grease Clinic of Psychological Medicine at Essondale, B.C., and was originated to meet the need of particular women patients who are ready to leave the hospital but who have no resources of family, friends, or finances to see them through the initial period after discharge when employment is sought and accommodation secured. Material used was secured from the unit files of women patients at the Provincial Mental Hospital and the Crease Clinic, one year [fiscal 1950-51] being chosen for case reading. By means of a schedule composite indications were derived from entries by the psychiatrists, social workers, nurses, psychologists, laboratory technicians and the supervisor. The patients studied were divided into groups according to the reasons for which they were admitted to the centre: Group I, lack of family resources; Group II, patient rejected by family; Group III, return to family inadvisable; Group IV, a bridge between hospital and home required; Group V, referral for visit and observation. Samples from each group are examined to illustrate the services of "Vista" and the capacity of the patients to benefit from the assistance offered. "Vista" is able to accommodate only limited numbers and for a limited period, and is not equipped to offer varied degrees, or varied lengths, of supervision that the many patients who are ready for discharge may require. "Vista" served very successfully as a bridge between the hospital, and the community those patients who were ready to take employment, to become settled in living quarters by themselves, or return to their families after a brief sojourn at "Vista." But the sample oases show that other aids such as foster homes for mental patients need to be considered for the individuals for whom further hospitalization is not necessary, but for whom an indefinite placement in a protected environment under supervision appropriate to the particular stage of their recovery is indicated.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".