Salutogenesis and health literacy: The health promotion simplex!
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
By introducing the Ottawa Charter for health promotion (WHO, 1986), the World Health Organization (WHO) not only changed the public health discourse, but also emphasised new perspectives on personal skills needed for promoting health and wellbeing over the life course. While the Charter highlighted that health promotion is built on an asset-based approach towards health, aiming at enabling people to exert greater control over their life and health, the stream initiated by this drift has enabled two concepts to become the most important subject matters in contemporary international health research: health literacy and salutogenesis. The first is known to be the indicator of the so-called health-related personal skills introduced in the Ottawa Charter (Kickbusch, 1997); the latter, a health paradigm, a complementary approach to the traditional pathological biomedical vision prevailing in the healthcare context (Antonovsky, 1987).
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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