Teaching the Public Administration in Health Care in the Russian Federation
Bibliographic record
Abstract
Medicine is an important component of the stability of any state, so the study of teaching the legal problems and state regulation of this sphere is useful from both theoretical and practical points of view. Currently, the health protection of the country is one of the priorities of the state policy in the social sphere, which is vividly demonstrated in the “May” decrees of the President of the Russian Federation from 2012 and 2018. Thus teaching the health care financing is the most important instrument of state regulation of this sphere of public life. The article analyzes the main tasks and directions of development of state support for the health care system in recent years. That also allowed to identify the most acute problems. This work may be useful for developing proposals for improving the relevant legislation in this area. In addition, this article will be useful for representatives of both medical and legal science. In the future, it is necessary to improve scientific cooperation between representatives of legal and medical Sciences.
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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 | 0.001 | 0.000 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 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 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".