An anthropologic study on strategies for addressing health problems among the elderly in Bambuí, Minas Gerais State, Brazil
Bibliographic record
Abstract
This paper explores the contribution of anthropological perspectives for clarifying the mechanisms through which socioeconomic circumstances influence the strategies developed by elderly for addressing their health problems in a small Brazilian city. Interviews with 20 key-informants explored the community's broad perception of the health situation of the elderly. Life histories collected from 30 elderly women examined their own perception of their health status and their health strategies. Narratives converge in emphasising the important role played by financial factors in accessing health services and medication. Life histories also describe some damaging strategies resorted to by the elderly to deal with their lack of resources. Elderly women emphasize the crucial support they receive from their family and/or neighbours to overcome health problems. Thus, the issue of poverty is not only a matter of socioeconomic circumstances, but also the poverty of broader social networks.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".