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Record W4385642154 · doi:10.1590/ce.v28i0.91077

ENSEÑANZA DE INFECCIONES DE TRANSMISIÓN SEXUAL INCURABLES A ESTUDIANTES DE GRADO EN ENFERMERÍA: REVISIÓN DE ALCANCE

2023· article· es· W4385642154 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
Languagees
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsQueen's University
Fundersnot available
KeywordsHumanitiesMedicinePhilosophy

Abstract

fetched live from OpenAlex

RESUMEN Objetivo: agrupar y sintetizar los estudios que abordan la enseñanza de las Infecciones de Transmisión Sexual Incurables para los estudiantes de grado en enfermería a nivel mundial (1989-2020). Método: revisión de alcance según los lineamientos del Instituto Joanna Briggs. Estrategia de búsqueda realizada en PubMed, CINAHL, Embase, Web of Science y LILACS. Dos revisores realizaron la selección y extracción de datos de forma independiente. Resultados: después de buscar y eliminar duplicados, 41 estudios cumplieron con los criterios establecidos y fueron incluidos. El análisis de contenido dio como resultado tres categorías: Escenarios y Estrategias de Enseñanza; Foco de la Enseñanza; y Eficacia de la Enseñanza. Consideraciones finales: las acciones educativas fueron efectivas para aumentar el conocimiento, reducir el estigma y la ansiedad y aumentar la sensibilidad para promover el cuidado de enfermería. La enseñanza de este tema es importante para el desempeño de la profesión para los índices epidemiológicos y la formación de los estudiantes de enfermería para la prevención y promoción de la salud.

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)0.002
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient 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 score0.274
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.041
GPT teacher head0.375
Teacher spread0.334 · 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