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Record W4385642126 · doi:10.1590/ce.v28i0.84550

ENSINO DAS INFECÇÕES SEXUALMENTE TRANSMISSÍVEIS INCURÁVEIS PARA ESTUDANTES DE GRADUAÇÃO EM ENFERMAGEM: REVISÃO DE ESCOPO

2023· article· pt· W4385642126 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCogitare Enfermagem · 2023
Typearticle
Languagept
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsQueen's University
Fundersnot available
KeywordsPsychologyGerontologyMedicine

Abstract

fetched live from OpenAlex

RESUMO Objetivo: agrupar e sintetizar os estudos que abordam o ensino das Infecções Sexualmente Transmissíveis Incuráveis para estudantes de graduação em enfermagem no mundo (1989-2020). Método: revisão de escopo conforme Instituto Joanna Briggs. Estratégia de busca realizada na PubMed, CINAHL, Embase, Web of Science e LILACS. Dois revisores realizaram seleção e extração dos dados de forma independente. Resultados: após busca e remoção de duplicatas, 41 estudos estavam de acordo com os critérios estabelecidos e foram incluídos. A análise de conteúdo resultou em três categorias: Cenários e Estratégias de Ensino; Foco do Ensino; e Efetividade do Ensino. Considerações finais: as ações educativas tiveram efetividade no aumento do conhecimento, diminuição do estigma e ansiedade, e aumento da sensibilidade em promover o cuidado de enfermagem. O ensino dessa temática se mostra importante na atuação da profissão sobre os índices epidemiológicos e na formação dos estudantes de enfermagem para prevenção e promoção em saúde.

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)0.006
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.383
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.003
Science and technology studies0.0030.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0010.006

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 head0.265
GPT teacher head0.493
Teacher spread0.228 · 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