Health Care for Older Persons in Colombia: A Country Profile
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
Colombia is a country of approximately 42 million inhabitants, with some 2.5 million being aged 65 and older. Currently, life expectancy in Colombia is 72.3. By 2025, the population life expectancy at birth will be 77.6 for women and 69.8 for men. The quality of care that people receive as they age in Colombia varies according to where they live. Individuals living in the highly urbanized areas of Colombia receive high-quality care, whereas elderly subjects living in rural areas and in the southern and northern regions are exposed to unemployment, low income, inequity of access to health care, drug trafficking, and armed conflict. In spite of these problems, characteristics of aging of older people in terms of functionality and healthcare access are similar to those of people living in developing countries around the world. This article reviews the particular characteristics of the elderly population in Colombia, especially the significant changes that have happened in recent years, when social instability and conflict have determined that health resources be redirected to other budget priorities such as defense and security.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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