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Record W4220797198 · doi:10.32385/rpmgf.v38i1.13128

Uso da metformina na prevenção da diabetes gestacional na grávida obesa não diabética: uma revisão baseada na evidência

2022· article· pt· W4220797198 on OpenAlexaboutno aff
Cláudia Patrícia Lourenço Oliveira, Catarina Morais da Fonseca, Cristina Ramos Silva

Bibliographic record

VenueRevista Portuguesa de Clínica Geral · 2022
Typearticle
Languagept
FieldMedicine
TopicGestational Diabetes Research and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGestational diabetesMetforminGynecologyDiabetes mellitusEndocrinologyPregnancyGestationBiology

Abstract

fetched live from OpenAlex

Objetivos: Esclarecer o papel da metformina na prevenção da diabetes gestacional (DG) na grávida obesa não diabética. Fontes de dados: Bases de dados The Cochrane Library, Canadian Medical Association Infobase, Database of Abstracts of Reviews of Effects, NICE Guidelines Finder, National Guideline Clearinghouse, BMJ Clinical Evidence, PubMed e Índex de Revistas Médicas Portuguesas. Métodos: Em junho de 2020 foram pesquisadas meta-análises, revisões sistemáticas, ensaios clínicos controlados e randomizados e diretrizes clínicas publicados entre maio de 2010 e maio de 2020, nas línguas portuguesa e inglesa. Foram utilizados os termos MeSH Pregnancy, Obesity, Metformin, Diabetes Gestational e os termos Descritores em Ciências da Saúde “Gravidez”, “Obesidade”, “Metformina”, “Diabetes gestacional”. Para atribuição dos níveis de evidência e de força de recomendação utilizou-se a escala Strength Of Recommendation Taxonomy (SORT), da American Family Physician. Resultados: Foram encontrados 152 artigos, dos quais três cumpriam os critérios de inclusão e foram selecionados. A revisão da Cochrane de 2018, baseada em três ensaios clínicos aleatorizados e randomizados (ECAC) com um total de 1.099 grávidas, não encontrou diferenças significativas na taxa de DG nos grupos metformina vs. placebo (nível de evidência 1). A meta-análise de Chatzakis et al. Que avaliou quatro ECAC, incluindo 624 mulheres, concluiu que a metformina não diminui o risco de desenvolver DG (nível de evidência 1). O ECAC selecionado, Sales et al. incluiu 164 grávidas (82 metformina vs 82 controlo) e concluiu que o uso de metformina não é eficaz na prevenção de DG (nível de evidência 2). Conclusão: Não há evidência disponível para recomendar o uso de metformina na prevenção da DG em mulheres grávidas obesas (força de recomendação A).

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)0.024
metaresearch head score (Gemma)0.085
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.024
Threshold uncertainty score0.127

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.085
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0070.008
Science and technology studies0.0010.001
Scholarly communication0.0050.004
Open science0.0020.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.001

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 head0.034
GPT teacher head0.309
Teacher spread0.276 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2022
Admission routes1
Has abstractyes

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