Characteristics and Needs of Psychiatric Patients with Prolonged Hospital Stay
Bibliographic record
Abstract
OBJECTIVE: To describe the characteristics and needs prior to, on admission, during the first month in hospital, at the thirtieth day of hospitalization and posthospital discharge of psychiatric patients occupying acute beds. METHODS: This prospective observational study was conducted in 2 tertiary care hospitals. Adult patients hospitalized on a psychiatric unit for 30 days were identified. Data was collected from their medical charts and interviews with their health care team. The categorization of acute and nonacute status at day 30 was based on the health care professional's evaluation. Descriptive and univariate analyses were performed. RESULTS: A total of 262 patients were identified (mean age 45 years), 66% lived at home and 11% were homeless. More than one-half were cognitively impaired and a few had special medical needs. Ninety-seven per cent had been admitted from the emergency department. At day 30, 81% of patients required acute care, while 19% (95% CI 15% to 24%) occupied an acute care bed, despite the resolution of their acute condition. The main reason preventing discharge of nonacute patients was the difficulty or inability to find appropriate resources that met patients' needs. As for patients who required acute care, the most common psychiatric issues were delusions or hallucinations (34%), inability to take medications independently (23.6%), and inadequate control of aggression or impulsivity (16.5%). CONCLUSIONS: Prevention of the discharge of nonacute patients is largely due to the difficulty in finding appropriate resources that meet patients' needs. Improved access to community and subacute care resources could potentially facilitate the hospital discharge of psychiatric nonacute patients.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| 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 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".