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Record W4313263625 · doi:10.31688/abmu.2022.57.4.06

"THERAPEUTIC APPROACHES TO NOCTURNAL BRUXISM – A SYSTEMATIC REVIEW"

2022· article· en· W4313263625 on OpenAlexaboutno aff
Mariana I. MIRON, Edmond Ciora, Teodora VEDINAS, Daliana-E. MOCUTA BOJOGA

Bibliographic record

VenueArchives of the Balkan Medical Union · 2022
Typearticle
Languageen
FieldDentistry
TopicDental Erosion and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesMedicinePhilosophy

Abstract

fetched live from OpenAlex

Introduction. Le bruxisme est un terme qui dfinit le frottement ou "grincement" des dents. Elle touche une grande partie de la population. Le diagnostic prcoce du bruxisme est d'une grande importance pour son traitement et sa prvention. L'objectif de l'tude tait de raliser une revue systmatique des approches thrapeutiques du bruxisme nocturne, incluant uniquement les essais cliniques contrls randomiss publis dans la littrature scientifique. Matriaux et mthodes. Nous avons analys les donnes des trois bases de donnes suivantes : PubMed, ScienceDirect et Google Scholar. Le programme EndNote a t utilis pour achever la slection des articles et simplifier la collecte des rfrences bibliographiques la Vancouver. Neuf tudes remplissaient les critres d'inclusion et d'exclusion et ont t analyses plus en dtail. La collecte des donnes a t effectue en dveloppant une base de donnes dans Microsoft ABSTRACT Introduction.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.509
Threshold uncertainty score0.761

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.045
GPT teacher head0.262
Teacher spread0.217 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreEmpirical

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".

Quick stats

Citations4
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueArchives of the Balkan Medical UnionSame topicDental Erosion and TreatmentFrench-language works237,207