MétaCan
Menu
Back to cohort

Acompanhamento do tratamento de retinopatia diabética associada a edema macular: um relato de caso

2024· article· pt· W4401240394 on OpenAlexaff
Giulia Reusing Penteado, Gianlucca Reusing Penteado, Isabela Maria Craveiro Silva, Raíssa Bastos Castro, Letícia Hikari Koshita, Isabella Yumi Antonelli Miura, Juliana Rodrigues Gibur, Bruna Rafaella Pacagnan Kato, Isabela Peixoto Martins, Gianmarco Penteado

Bibliographic record

VenueBrazilian Journal of Implantology and Health Sciences · 2024
Typearticle
Languagept
FieldMedicine
TopicRetinal Diseases and Treatments
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsMedicineDiabetic retinopathyDiabetes mellitusOphthalmologyMacular edemaRetinalEndocrinology

Abstract

fetched live from OpenAlex

A retinopatia diabética (RD) é uma complicação microvascular retiniana que compromete a acuidade visual e traz como principal risco a cegueira e é resultante do controle inadequado e irregular da diabetes mellitus. Relatamos um caso de um paciente do sexo masculino, de 44 anos, portador de diabetes mellitus tipo 2 e retinopatia diabética associada à edema macular. O paciente apresenta também disfunção erétil como outra complicação da diabetes mellitus e faz uso eventual do medicamento Tadalafila. Buscou-se entender o prognóstico do caso descrito e a importância de um acompanhamento e tratamento oftalmológico adequado. Foram utilizados como motores de busca os indexadores PubMed e Scientific Eletronic Library (SciELO) para seleção dos artigos, através dos unitermos “Retinopatia Diabética; Complicações do Diabetes; Diabetes Mellitus; Edema macular.’’ O artigo caracteriza-se como um estudo observacional, do tipo descritivo, que foi realizado em um centro oftalmológico particular do município de Ponta Grossa - PR. A coleta de dados ocorreu por meio da análise do prontuário do paciente, bem como resultados fotográficos de exames realizados. a Análise do caso identificou a necessidade de mais estudos e pesquisas para buscar entender as consequências, manifestações, evolução e eficácia do tratamento da RD. Além disso, a associação com o medicamento Tadalafila precisa ser mais bem estudada e investigada com objetivo de elucidar as possíveis consequências para os pacientes portadores de diversas alterações vasculares oculares.

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)0.003
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.130
Threshold uncertainty score0.927

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.034
GPT teacher head0.386
Teacher spread0.352 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueBrazilian Journal of Implantology and Health SciencesSame topicRetinal Diseases and TreatmentsFrench-language works237,207