Medical Modernization: A Macro Level Conceptualization of Medical Care Programs
Bibliographic record
Abstract
The authors seek to conceptualize the assumptions underlying the theoretical models of medical modernization. They note that the implantation of a rational and scientific health care system has often meant simply copying western models. The application of medical modernization models is examined in relation to marginal and disadvantaged groups in the United States as well as developing countries. The authors attempt to identify the general characteristics of these programmes and to evaluate the outcomes. The main outcomes of the transplantation of this model are seen as: For the purposes of comparison, the authors briefly examine another model which they term "health development". This models indicates that a general improvement in the health of the population depends as much on economic, political, ideological and technological factors as health care itself. Drawing on examples from China and Cuba, the authors note the importance of a more equitable distribution of goods, power and participation in the process of improving health. They conclude by stressing the necessity to carefully wegh the effects of importing modern medical practices.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".