El modelo de la OMS como orientador en la salud pública a partir de los determinantes sociales
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
Public health has developed based on multiple approaches, including the guidelines of the health systems, the community or the individuals. This paper intends to identify the conceptual models of public health that arise after analyzing health or disease categories, as well as the level at which social response occurs: the individual or a family, biophysical and social environment; hygienist or preventive mode. Considering that the concept of model is not only a representation of reality, but an ontological position that allows to understand society and the State, all models are part of a theory and converge with other theories to create a framework of analysis. In consequence, three models of the health-disease process are presented. First, the Canadian model that establishes four determinants -lifestyle, environment, biological factors and health services-. Second, the social determinants model of the World Health Organization (WHO) that establishes three determinants based on risk approach: structural, intermediate and proximal. Finally, the historical-social or social determination model, which looks for the roots of social inequalities that affect health. The development of the Colombia Health System has considered these health models. Today, the Comprehensive Health Care Policy, and its Comprehensive Health Care Model, bases its approach within a model of determinants established by the PAHO.
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 | 0.011 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.009 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 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 it