The psychological background of masticatory system parafunctions
Bibliographic record
Abstract
In recent years there has been a growth noted in the number of people suffering the effects of the masticatory organ motoric disorders which arise as a consequence of parafunctions.Some of them accompany mental disorders where practising parafunctions may ease anxiety and stress.Unfortunately, these parafunctions may produce injuries in the mouth.Moreover, they strain the motor system of the masticatory organ unevenly.This may lead to formation and fixation of a deviated model of function and, with time, to morphological and functional changes.Identification and elimination of a causative factor is essential in undertaking proper and effective treatment of these disorders.Moreover, it is necessary to promote parafunctions prophylaxis and to provide comprehensive, team-based treatment.It seems purposeful to implement comprehensive therapy at an early stage of the problem as a part of psychologic treatment, too.It should aim at eliminating harmful habits resulting in secondary somatic complications.The paper presents current views on etiology of masticatory organ parafunctions.
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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 | 0.002 | 0.009 |
| 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 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 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".