MétaCan
Menu
Back to cohort

Master i anestesi- og intensivsykepleie: en kartlegging av fagmiljøenes holdninger og forventninger

2021· article· no· W3127704672 on OpenAlexaboutno aff
Anne Marie Gran Bruun, Berit Taraldsen Valeberg

Bibliographic record

VenueSykepleien Forskning · 2021
Typearticle
Languageno
FieldPsychology
TopicEducation, Healthcare and Sociology Research
Canadian institutionsnot available
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

Background: As novice practice developers who have attended several enhancing practice conferences and a practice development school, we have been experimenting with the core concepts of personcentred nursing practice and practice development within our masters of nursing programme at Ryerson University, Toronto.Through the process of revising course syllabi, seminar outlines and activities to align with these concepts, we have collated our reflections on the connections between person-centred nursing practice, practice development and advanced nursing practice competencies.A brief description of the Canadian context is provided, along with key elements of course activities, to help situate our conceptualisations.Aim: To share our emerging ideas about connectedness and its usefulness as a metaphor that captures the critical interconnection between person-centred care, practice development and postgraduate nursing education.Conclusions: Connectedness is a relevant and important metaphor to articulate our theoretical understanding of how person-centred care, practice development and the development of advanced nursing competencies are intimately connected.We propose that explicit connections are necessary and essential if postgraduate nursing students are to embrace and sustain person-centred practices as advanced nursing practitioners who are required to transform cultures of practice within varied and complex healthcare settings. Implications for practice:• Critical companionship is an important role for faculty within postgraduate nursing education • Connectedness is an important metaphor for describing the integral nature of person-centred care and practice development within academic settings

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)0.005
metaresearch head score (Gemma)0.006
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.058
Threshold uncertainty score0.115

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.004
Scholarly communication0.0040.002
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0220.004

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 head0.122
GPT teacher head0.436
Teacher spread0.314 · 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".

Quick stats

Citations4
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueSykepleien ForskningSame topicEducation, Healthcare and Sociology ResearchFrench-language works237,207