Dental status of adolescents with hypothalamic syndrome of puberty
Bibliographic record
Abstract
D omestic and foreign literature sources indicate a high level of dental diseases in children and adolescents with endocrinopathies [1-6].Among endocrine diseases of adolescence, a significant proportion (82.4 patients per 1000 people) is occupied by the hypothalamic syndrome of puberty (HSP), while there is a tendency for the incidence to almost double over the last twenty years [7].HSP is a pathological symptom complex of adolescence, which is characterized by dysfunction of the endocrine glands and metabolic, trophic, immune, and autonomic disorders.This disease increases the risk of further development of obesity, metabolic syndrome, type 2 diabetes mellitus, hypertension, and atherosclerosis [8,9].Systemic abnormalities associated with this endocrinopathy may adversely affect children's dental health.However, researchers have not paid sufficient attention to the dental problems of children and adolescents with HSP.This work aims to study the dental status of adolescents with HSP.Material and Methods.A clinical examination of the dental area of 98 adolescents with HSP was performed; an endocrinologist established this diagnosis.The
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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 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".