Bibliographic record
Abstract
The Canadian Institute of Child Health is very pleased to be co-hosting Beyond 2000: Healthy Tomorrows for Children and Youth with the Canadian Paediatric Society and the Canadian Academy of Child Psychiatry. The diverse nature of these three organizations will attract professionals from a variety of sectors, setting the stage for lively discussion and debate on health issues affecting children and youth. As part of the Beyond 2000 conference, the Canadian Institute of Child Health will be releasing The Health of Canada's Children: A CICH Profile – 3rd Edition. This signature publication is a source of reliable, relevant and concise information on the health of children and youth, covering a broad range of community health indicators in a reader-friendly format with chapters focusing on: pregnancy, birth and infancy; preschool children; school-aged children; youth; income inequity; mental health and well-being; children and youth with disabilities; aboriginal children and youth; and children's environmental health. The Canadian Institute of Child Health will also be coordinating Beyond 2000: A Vision for the Future, a town hall-style discussion in which politicians will join delegates to discuss future opportunities for children and youth. This action-oriented event is intended to culminate in a vision for child and youth health that can be promoted and acted upon by everyone who attends. Over the past decade, it has become very clear that we need to focus on children and youth health issues from a variety of perspectives. Beyond 2000: Healthy Tomorrows for Children and Youth will provide delegates with the tools needed to expand on current initiatives and build networks that will further our coordinated commitment to the health of our children and youth. Together we can achieve what alone we cannot do. I look forward to seeing you in Ottawa!
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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 | 0.005 | 0.015 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.482 | 0.196 |
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".