Health education and its theoretical perspectives: a few reflections
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
The purpose of this study was to reflect theoretically on the theme of health education and how it interfaces with health promotion. It consists of a theoretical-reflexive study aimed at comparing these practices to the concepts elaborated in the Letter of Ottawa, the pedagogy of liberation of Paulo Freire, empowerment and culture, here comprehended as key elements guiding the activity of the nurse in health education in actions performed by health services. In order to take this reflexive path, the authors analyzed the interrelationships of these theoretical interfaces and their approaches to health promotion practices. From this presented theoretical framework, it is possible to reflect on the possibilities of extending care, based on the premise that all moments comprising interaction with patients of health services must be considered an opportunity to develop health education actions, considering the knowledge of nurses characterized as social actors who are responsible for the events that take place in the health scenario.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.003 |
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