Ontario and the enhanced 18-month well-baby visit: Trying new approaches
Bibliographic record
Abstract
In Ontario, the 18-month well-baby visit is the last scheduled primary care visit before school entry. Recognizing the importance of this visit and the role that primary care plays in developmental surveillance, an Ontario expert panel recommended enhancing the 18-month visit. Their recommendations are based on evidence from multiple disciplines, which underscore the reality that the quality of the early years experience establishes trajectories of health and well-being for children. An underlying premise of the recommendations is that when there are collaborations among parents, primary care, community health and child development services, the outcomes for children will be improved. The present article focuses on two Ontario pilot projects that were funded to discover how, in real life primary care settings, the recommendations could be implemented and outcomes measured. Findings and insights were significant, and future directions are clear, as the strategy for an enhanced 18-month well-baby visit is implemented in the future for Ontario.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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".