Review of the evidence for oral health promotion effectiveness
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Dental caries, periodontal diseases, tooth loss and oral cancers have significant burden of disease effects * , quality of life and cost implications for the Australian community. Oral health promotion is a key approach to addressing these conditions endorsed as part of the National Oral Health Plan. Understanding the evidence for effectiveness of oral health promotion is integral to strategic planning for both oral and general health settings. Objective: The objective of this article is to report the key findings of a systematic review of the evidence for oral health promotion commissioned by the Victorian Department of Human Services in 2006. Methods: Evidence was collected and evaluated using a combined approach incorporating the Cochrane Public Health and Health Promotion Field Handbook and the Health Gains Notation in order to a develop a synthesis approach to reporting, framed around the Ottawa Charter. Findings: Findings included evidence supporting the continued fluoridation of water supplies, interventions aimed at early childhood and aged care settings, smoking cessation and capacity building with non-oral health care providers. Emerging evidence supporting multi-strategy community based approaches is also reported along with gaps in the evidence. General Conclusions: The authors conclude that, while there is good support for the incorporation of oral health into general health promotion, it will be important to monitor the outcomes in oral health terms.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 it