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Record W4406207586 · doi:10.56238/arev7n1-088

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

2025· article· en· W4406207586 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.364
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.002

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