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Record W2434198093

[Nursing practice in family medicine groups and its interdisciplinary context].

2004· article· en· W2434198093 on OpenAlexaffabout
Danielle Carole Roy, Hélène Sylvain

Bibliographic record

VenuePubMed · 2004
Typearticle
Languageen
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsCentre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent
Fundersnot available
KeywordsPerspective (graphical)NursingNursing practiceContext (archaeology)Clinical PracticeQualitative researchMedicinePsychologyMedical educationSociologyComputer science
DOInot available

Abstract

fetched live from OpenAlex

Nursing practice in family medicine groups (FMGs) is a major issue in the implementation of this new healthcare organization model in Quebec. Using a constructivist qualitative research approach, a case study of a FMG in a region of Quebec looked at how the partners involved in the project defined nursing practice, and highlighted the similarities and differences in their views. The results of this study show that nursing practice as a concept is perceived in two different ways: independent practice, associated with the recognition of nurses' potential, and interdisciplinary collaborative practice. Nurses view nursing practice from a client-base approach, whereas doctors view it from the perspective of how services are organized. The study found that trust is the fundamental element that makes interdisciplinary collaboration possible.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.690
Threshold uncertainty score0.656

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.098
GPT teacher head0.449
Teacher spread0.350 · 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 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

Citations7
Published2004
Admission routes2
Has abstractyes

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