MétaCan
Menu
Back to cohort
Record W4406207586 · doi:10.56238/arev7n1-088

EFETIVIDADE DOS SUPRESSORES DE APETITE NO TRATAMENTO DA OBESIDADE: UMA REVISÃO SISTEMÁTICA

2025· article· en· W4406207586 on OpenAlexaboutno aff
Beatriz Carminati Pedroso, Lorena de Oliveira Tannus, Cilene Aparecida de Souza Melo, João Vitor Dias Pereira, Rubens de Paulo Rodrigues, Itallo Oliveira Dias Correia, Maria Eduarda De Souza, Sarah Menezes Albuquerque de Oliveira, Luciana Constantino Silvestre

Bibliographic record

VenueAracê. · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare Regulation
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesMedicinePhilosophy

Abstract

fetched live from OpenAlex

Obesity is a multifactorial condition that requires integrated treatments, including anorectic drugs as a complement to lifestyle changes, which act on the central nervous and endocrine systems, promoting satiety and weight loss. However, inappropriate use can cause adverse effects and dependence, highlighting the need for the present study. This study aimed to analyze the effects and adverse reactions of the main anorectic drugs. Specifically, we sought to characterize their classes and describe the side effects associated with their isolated or combined use. A systematic review was carried out covering 3,905 articles identified in databases such as PubMed, SciELO, Cochrane Library, and other platforms. After applying criteria based on the PICOS model, 625 studies were considered eligible, and five observational studies, published between 2014 and 2024, were analyzed in detail. Methodological quality was assessed by the Newcastle-Ottawa scale. The five studies analyzed approximately 691 thousand participants from different countries. Liraglutide was the most effective in weight loss, with an average of -7.7 kg, while phentermine-topiramate stood out in weight reduction, with more than 40% of cases recording a loss of more than 5% of body weight. However, adverse effects such as nausea, insomnia, and cardiovascular risks were reported. The efficacy of the drugs varies between classes, with liraglutide and phentermine-topiramate being the most promising. The combination of pharmacological interventions with lifestyle changes proved to be more effective and safe, reinforcing the importance of medical supervision. Anorectics are valuable tools in the management of obesity, as long as they are used under medical supervision and associated with healthy habits. Personalized strategies and future studies are essential to ensure long-term safety and efficacy.

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)0.015
metaresearch head score (Gemma)0.027
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 score0.015
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.004
Bibliometrics0.0090.008
Science and technology studies0.0010.002
Scholarly communication0.0040.005
Open science0.0020.001
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 head0.048
GPT teacher head0.460
Teacher spread0.412 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAracê.Same topicHealthcare RegulationFrench-language works237,207