Counseling for the Family: The Neglected Aspect of Addiction Treatment in Canada
Bibliographic record
Abstract
There has been a historic neglect of both research and practice in the area of counselling for the family members of alcohol or other drug abusers by the addiction field in Canada. As a result, treatment for individual family members affected by alcoholism and other drug addiction remains a neglected component of the majority of Canadian addiction programs. When family involvement is incorporated, the tendency has been to concentrate on orientation and education rather than on the provision of counseling for the family members. This dearth of programming exists despite the knowledge that an active alcohol or drug abuser's behaviour disrupts the entire family system, including the functioning and development of children. Each family member is uniquely affected with negative outcomes ranging from economic hardship to violence being perpetrated against them to an increased risk among children of becoming alcohol or drug abusers themselves. Thus, treating only the active alcohol or other drug abuser is limiting and an overly narrow orientation for the enhancement of both family and community health.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".