Клинический полиморфизм синдрома вегетативной дистонии у детей города Абакана в зависимости от этнических и патобиомеханических факторов
Bibliographic record
Abstract
To study the clinical syndrome of vegetative dystonia polymorphism in the city of Abakan were examined 128 children of different ethnic groups (Khakassia, Metis, Europeans). It is established that the disease is dominated by the indigenous nationalities, differing in the debut of school age, and a mild current. The Europeans found it 2,4 times less than the Khakas, but more severe (migraine and syncope attacks, sleep disorder). This is often due to the presence of gross structural and functional changes in the central nervous system, the cranio-vertebral region and the vertebro-basilar vascular basin. Somatic dysfunction of the cervical spine is dominated by the Europeans, the upper crossover syndrome dominates the Khakass and Europeans, and the bottom a Metis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".