Bibliographic record
Abstract
SUMMARY This report presents an overview of mental health and aging in Canada. It does so by providing some figures about various aspects of health, revealing the difference between physical disease and mental well-being. While our physical health declines as we age and we are more likely to suffer from various diseases including dementia, a disease of our cognitive abilities, the same pattern is not evident for mental health, mental illness, or subjective notions of our health. Normal aging does not include significant changes in cognition (memory and intelligence); mental illnesses such as depression are not more prevalent in old age than in the younger years; and seniors evidence equal and oftentimes better mental health than those younger (measured in terms such as happiness, life satisfaction, and sense of coherence). Perceptions of their health are overwhelmingly positive. The discordance in findings, depending on the types of health being examined, exposes the importance of a broad definition of health, including psychological and social elements in addition to biomedical aspects. It also supports a broad health promotion perspective for health care workers. After presenting a brief critique of Canada's provincial and territorial health care systems, the report discusses the advantages of a health promotion, population health approach and the important role social workers have to play. Incorporating such an approach into social work requires an empowering approach to clients through individual interaction as well as programs and policies.
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.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 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 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".