Therapeutic Communities for Substance Use Treatment: How Psychosocial Integration Can Be Integrated Into Residential Recovery
Bibliographic record
Abstract
Problematic substance use continues to be well publicized in academic writing and the mainstream media. Using a narrative literature review, I examine the history of substance use in Vancouver from the theoretical framework of Alexander’s (2008) theory of psychosocial dislocation. I propose that an appropriate model of intervention is the Therapeutic Community (TC). The TC is set up to mobilize mutually supportive peer relations. These relationships are fostered through structured encounter meetings led by senior residents and an emphasis on working together for the benefit of the group. The TC has a history of providing an environment that produces beneficial outcomes for clients. Although TC research may lack the support of \nrandomized controlled trials (RCT), research using methods suitable for analyzing TC outcomes has shown numerous positive results for participants. I propose that the benefits for TC participants in Vancouver can be enhanced through seeking psychosocial integration both in the TC and in the Greater Vancouver area. This can be accomplished through serving and seeking healing relationships with populations—both indigenous and immigrant—that have an experience of psychosocial dislocation.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".