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Record W4399362574 · doi:10.51161/epidemion2024/34311

CARACTERÍSTICAS CLÍNICO-EPIDEMIOLÓGICAS DE ADOLESCENTES COM TUBERCULOSE

2024· article· es· W4399362574 on OpenAlexaff
Juliana Domingues Brandao, Edson Vanderlei Zombini, Elcio Gomes Mascarenhas

Bibliographic record

Venuenot available
Typearticle
Languagees
FieldMedicine
TopicTuberculosis Research and Epidemiology
Canadian institutionsChild, Adolescent and Family Mental Health
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Fatores biopsicossociais são determinantes de maior incidência de tuberculose na adolescência.Objetivo: Descrever o perfil clínico e epidemiológico de adolescentes com tuberculose.Método: Trata-se de um estudo retrospectivo, de abordagem quantitativa de levantamento de dados de prontuários de adolescentes com tuberculose de adolescentes com tuberculose, assistidos em um Hospital Infantil da Secretaria Estadual de Saúde de São Paulo no período de janeiro de 2012 a janeiro de 2023.Resultados: Foram diagnosticados 38 casos de tuberculose, 52% no sexo feminino e 47% no sexo masculino.Todos os adolescentes eram imunizados com BCG intradérmico, a maioria negava contato com portador de tuberculose pulmonar.Aqueles em que havia história de contato, na maior parte das vezes o caso era intradomiciliar.A forma clinica predominante foi a pulmonar seguida da pleural e ganglionar.Os sintomas clínicos mais relatados foram tosse e febre.O isolamento do agente infeccioso ocorreu em 67% dos casos, grande parte pela baciloscopia de escarro.Achados radiológicos de cavitação e derrame pleural foram os mais encontrados.A maioria dos doentes eram reatores a Prova Tuberculínica.Conclusão: Os adolescentes constituem um grupo de maior risco para a tuberculose, com apresentação clínica, laboratorial e radiológica da doença muito semelhante à encontrada no adulto, mesmo nas faixas etárias precoces da adolescência.A alta sensibilidade da identificação do agente infeccioso na análise bacteriológica do escarro nos casos de doença pulmonar reforça a recomendação da realização desse método diagnóstico nesse grupo populacional.Esta observação ressalta a importância de estratégias específicas de prevenção e controle da tuberculose em adolescentes, visando o diagnóstico precoce nesta faixa etária vulnerável.

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)0.000
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.035
GPT teacher head0.376
Teacher spread0.341 · 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 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

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