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Record W4379467587 · doi:10.18471/rbe.v37.53319

Atuação docente em espaços de incertezas e imprevisibilidade: práticas locais de enfermagem

2023· article· pt· W4379467587 on OpenAlexaff
María Carolina Ortiz Whitaker, Hélène Laperrière, Climene Laura de Camargo

Bibliographic record

VenueRevista Baiana de Enfermagem‏ · 2023
Typearticle
Languagept
FieldHealth Professions
TopicHealth, Nursing, Elderly Care
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPolitical sciencePhysics

Abstract

fetched live from OpenAlex

Como citar este artigo: Whitaker MCO, Laperrière H, Camargo CL.Atuação docente em espaços de incertezas e imprevisibilidade: práticas locais de enfermagem.Rev baiana enferm.2023;37:e53319.A atualidade mundial está permeada de cenários desafiadores, como mudanças climáticas, degradação ambiental, catástrofes naturais, zonas de conflitos e guerras.Além disso, há o aumento das desigualdades sociais e da pobreza, bem como insegurança alimentar e crises sanitárias, as quais requerem formação de enfermeiras (os) que esteja fortalecida no preparo de futuros profissionais comprometidos com as necessidades regionais, nacionais e desafios globais.Segundo a OMS 1 , o número de profissionais de enfermagem no mundo é estimado em 28 milhões de profissionais, o que representa mais da metade de todos os profissionais de saúde.Este contingente, apesar de significativo, não é suficiente para suprir o déficit deste profissional no mercado mundial e aponta a necessidade de aumentar o número de graduandos em enfermagem, principalmente na África, Sudeste Asiático, Mediterrâneo Oriental, países da América Latina.Cabe salientar que os enfermeiros devem estar preparados para atuar em consonância com importantes acordos internacionais, como Objetivos de Desenvolvimento Sustentável (ODS) e agenda 2030, na tentativa de erradicar a pobreza e promover vida digna a todos, dentro das condições que preservem o planeta e possibilite qualidade de vida para as próximas gerações (1-2).

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)0.007
metaresearch head score (Gemma)0.032
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.078
Threshold uncertainty score0.155

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.032
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.003
Science and technology studies0.0070.004
Scholarly communication0.0070.005
Open science0.0020.007
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0080.001

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 head0.108
GPT teacher head0.450
Teacher spread0.342 · 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 designQualitative
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".

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Citations0
Published2023
Admission routes1
Has abstractno

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