Maintenance of a high intention of avoiding initiation into drug injection among street youths: A longitudinal study
Bibliographic record
Abstract
The aim of this study was to identify factors associated with the maintenance of a high intention of avoiding initiation into drug injection among street youths. A prospective cohort study of street youths aged 14 to 23 was initiated in Montreal in July 2001. A total of 330 street youths who had never injected drugs and had completed at least one semi-annual follow-up questionnaire were included in the analysis. The prediction of the maintenance of a high intention over given time intervals of 6 to 36 months was assessed. At baseline, 83.6% of the respondents firmly intended avoiding initiation into drug injection. Maintenance of high intention was significantly associated with the maintenance of high values of perceived control, attitude and role beliefs. These results clearly demonstrate that youths who maintain a high intention of avoiding initiation into drug injection hold more favourable cognitions over time.
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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 | 0.007 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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".