Adolescent knowledge of schizophrenia and social distancing: a province‐wide survey
Bibliographic record
Abstract
Abstract Stigma is a significant barrier to the improvement of the lives of people with schizophrenia. Little is known about the emergence of stigmatizing attitudes developmentally. The purpose of this study was to provide a provincial assessment of adolescent knowledge about schizophrenia and to identify the relationship between adolescent knowledge and social distance toward people with schizophrenia. Data were derived from the 2005 cycle of the Ontario Student Drug Use and Health Survey. In total, 3,117, 7th‐ to 12th‐graders completed self‐administered questionnaires that included a measure of schizophrenia knowledge and social distancing. Results indicated that the majority of adolescents had some knowledge about schizophrenia and low social distancing toward people with schizophrenia. Greater knowledge, increasing age, being female, and lower parental education were associated with less distancing attitudes. Educational campaigns to reduce stigma may still be warranted as one component of broader multilevel interventions to overcome mental illness stigma. © 2010 Wiley Periodicals, Inc.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".