Support and intervention groups for adolescents with cancer in two Ontario communities
Bibliographic record
Abstract
Adolescents who are treated for cancer must learn to negotiate challenging developmental tasks in the context of their treatment and adverse effects. Adverse affects of disease and treatment may prevent some of these adolescents from achieving full psychosocial development. Two programs developed independently to address the psychosocial and unique contextual needs of adolescents and young adults from different geographic regions in Ontario, Central urban and Northeastern rural, are described. The program in the urban area consists of eight 2-h sessions that combined structured creative activities and informal discussions of issues generated by adolescents; it includes a pre- post- intervention evaluation with standardized questionnaires. The Northeastern rural program consists of a monthly support open group that encourages sharing personal experiences and an annual expressive art retreat; both components include informal evaluation. Formal evaluation of these programs is in progress. Informal feedback from participants and parents suggest positive effects. These distinct and unique programs continue to evolve, as they address the unique psychosocial needs of adolescents and young adults in urban and rural areas.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".