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Record W4377137610 · doi:10.1002/nop2.1816

Enhancing the education of paediatric nurses: A positive step towards achieving sustainable development goals

2023· review· en· W4377137610 on OpenAlexaff
Aimable Nkurunziza, Godfrey Katende, Philomene Uwimana, Patricia Moreland, William E. Rosa, Marie Louise Umwangange, Dieudonné Kayiranga, Joselyne Rugema, Madeleine Mukeshimana

Bibliographic record

VenueNursing Open · 2023
Typereview
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsWestern University
FundersNational Cancer Institute
KeywordsSustainable developmentPovertyContext (archaeology)NursingWork (physics)Public relationsMedicinePedagogyPolitical sciencePsychologyMedical education

Abstract

fetched live from OpenAlex

AIM: The aim of this discursive paper was to describe and expound on how paediatric nurses will be able to address the needs of children and adolescents through the lens of selected Sustainable Development Goals (SDGs) in Rwanda. DESIGN: A discursive analysis of SDGs relating to the roles of paediatric nurses in the context of Rwanda. METHODS: A discursive method using SDGs as a guiding framework is used in this paper. We drew on our own experiences and supported them with the available literature. RESULTS: A collection of contextually relevant examples of how paediatric nurses will be able to address the needs of children and adolescents through the lens of selected SDGs in Rwanda was discussed. The selected SDGs expounded on were: no poverty, good health and well-being, quality of education, decent work and economic growth, reduced inequalities, and partnerships for the goals. CONCLUSIONS: There is no doubt that the paediatric nurses in Rwanda play undeniable key roles in attaining SDGs and their targets. Thus, there is a need to train more paediatric nurses with the support of the interdisciplinary partners. Collaboratively, this is possible in the bid to ensure equitable and accessible care to the current and future generations. PUBLIC CONTRIBUTION: This discursive paper is intended to inform the different stakeholders in nursing practice, research, education and policy to support and invest in the advanced education of paediatric nurses for attainment of the SDGs.

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)0.001
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: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.972
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.042
GPT teacher head0.411
Teacher spread0.369 · 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 designOther design
Domainnot available
GenreReview

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

Citations10
Published2023
Admission routes1
Has abstractyes

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