"THERAPEUTIC APPROACHES TO NOCTURNAL BRUXISM – A SYSTEMATIC REVIEW"
Bibliographic record
Abstract
Approches thérapeutiques du bruxisme nocturneune revue systématiqueIntroduction.Le bruxisme est un terme qui définit le frottement ou "grincement" des dents.Elle touche une grande partie de la population.Le diagnostic précoce du bruxisme est d'une grande importance pour son traitement et sa prévention.L'objectif de l'étude était de réaliser une revue systématique des approches thérapeutiques du bruxisme nocturne, incluant uniquement les essais cliniques contrôlés randomisés publiés dans la littérature scientifique.Matériaux et méthodes.Nous avons analysé les données des trois bases de données suivantes : PubMed, ScienceDirect et Google Scholar.Le programme EndNote a été utilisé pour achever la sélection des articles et simplifier la collecte des références bibliographiques à la Vancouver.Neuf études remplissaient les critères d'inclusion et d'exclusion et ont été analysées plus en détail.La collecte des données a été effectuée en développant une base de données dans Microsoft ABSTRACT Introduction.The term "bruxism" defines the friction or "grinding" of the teeth and affects a large part of the population.The early diagnosis of bruxism is of great importance for its treatment and prevention.The objective of the study was to conduct a systematic review of the therapeutic approaches of nocturnal bruxism, including only randomized controlled clinical trials published in the scientific literature. Materials and methods.We analysed data from the following three databases: PubMed, ScienceDirect and Google Scholar.The EndNote program was used to finalize the selection of articles and simplify the collection of Vancouver-style bibliographic references.Nine studies met the inclusion and exclusion criteria and were further analysed.Data collection was done by developing a database in Microsoft Excel.Each study underwent a qualitative assessment based on the Jadad scale for reporting randomized controlled clinical trials.Results.Botulinum toxin A reduces the number of episodes of bruxism and the total bruxism time.Pramipexol did not reduce the intensity or severity
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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 | 0.011 | 0.039 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.005 |
| Bibliometrics | 0.009 | 0.009 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".