Adult immunisation: A key element of public health programs
Bibliographic record
Abstract
OBJECTIVES: To (i) improve scientific knowledge and understanding of the importance of adult vaccination within a public health framework; (ii) share an understanding of the principles of good practice that have improved adult vaccination uptake rates; (iii) appreciate the diverse nature of country-specific barriers; and (iv) reach consensus on principles of a call to action to increase adult vaccination uptake rates. METHODS: Non-governmental organisations, the International Federation on Ageing and Friends of International Federation on Ageing Japan, convened the Asia Pacific Adult Immunisation Meeting, herein referred to as the 'Asia Pacific Meeting'. RESULTS: Delegates identified fundamental barriers to adult vaccination similar to those reported at previous meetings in Latin America and Europe and formed a road map to respond to key barriers in countries represented at the Asia Pacific Meeting. CONCLUSION: Older people are uniquely vulnerable to vaccine-preventable diseases and therefore need to be the target of a series of actions intended to improve uptake rates in this subpopulation.
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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 | 0.001 | 0.000 |
| 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 | 0.001 |
| 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".