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Record W3175728546 · doi:10.61217/rcromg.v20i1.94

Atendimento odontológico ao paciente com diabetes mellitus

2021· article· pt· W3175728546 on OpenAlexaff
Lia Silva de Castilho, GABRIEL FERREIRA MIRANDA, Sandro Felipe Santos Faria, Ênio Lacerda Vilaça

Bibliographic record

VenueREVISTA DO CROMG · 2021
Typearticle
Languagept
FieldDentistry
TopicOral microbiology and periodontitis research
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMedicineDiabetes mellitusDentistryEndocrinology

Abstract

fetched live from OpenAlex

O diabetes mellitus é uma doença crônica cuja prevalência vem aumentando mundialmente. Os custos do seu tratamento são altíssimos e poderiam ser reduzidos com a adoção de práticas preventivas tanto no controle dietético quanto na adoção de hábitos saudáveis como não fumar, ingestão de bebidas alcoólicas, drogas, entre outras. A prática odontológica é afetada pela doença, seja nos cuidados específicos ao se realizar procedimentos invasivos, na melhora do controle glicêmico por meio da redução de processos inflamatórios ou até no possível auxílio no diagnóstico de quadros de pré-diabetes pelo cirurgião dentista. Por isso o cirurgião-dentista deve estar sempre bem informado sobre os avanços científicos sobre o controle do diabetes e sobre as possíveis complicações inerentes à instalação da doença periodontal e da cárie dentária dentre outras afecções da cavidade bucal. Tendo esses fatores em vista, esse artigo é uma revisão narrativa da literatura que aborda as principais e mais recentes classificações da doença, assim como suas implicações na prática odontológica.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.026
GPT teacher head0.310
Teacher spread0.284 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2021
Admission routes1
Has abstractyes

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