Parental Perceptions of the Children in Need of Treatment Dental Program
Bibliographic record
Abstract
This paper discusses the collaborative partnership involving the Middlesex-London Public Health Research, Education and Development site, the Ontario Ministry of Health Promotion and Sport, then Chronic Disease Prevention and Health Promotion Branch, and an academic institution in the first-ever research of parental perceptions of the Children In Need Of Treatment. This paper provides an overview of the Children In Need Of Treatment program, reviews the results of the research (a mailed, self-administered survey with a systematic random sample of parents from three health units whose children received dental treatment that was paid by Children In Need Of Treatment in 2006), and its subsequent recommendations. How these recommendations affected program planning and policy are examined. In conclusion, parents were very satisfied with the treating dentist and the Children In Need Of Treatment program, and found Children In Need Of Treatment to be vital in addressing the health of their children by attending to their urgent dental needs.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".