Coordinating health promotion in a federal state over the course of 30 years: a case report from Switzerland
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
In a federal state such as Switzerland, the 26 cantons enjoy wide autonomy in all policy areas, including health policy. In the late 1980s, after the signing of the Ottawa Charter for health promotion, the Swiss Confederation and the cantons decided to create a foundation whose goal it was to initiate, coordinate and evaluate health promotion and disease prevention activities throughout the country. Thirty years later, the many stakeholders in the field have accepted health Promotion Switzerland as a key actor. The foundation was able to successfully initiate and coordinate projects in such priority areas as "Healthy Body Weight," "Mental Health -Stress" and "Strengthening Health Promotion & Prevention." But several challenges remain, for example, chronic noncommunicable diseases, an aging population, mental disorders, prevention in healthcare-challenges the foundation will have to face and to which it is expected to provide solutions.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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