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Record W2131853512 · doi:10.1002/2327-6924.12040

Articulating new outcomes of nurse practitioner practice

2013· article· en· W2131853512 on OpenAlexaff
Esther Sangster‐Gormley, Noreen Frisch, Rita Schreiber

Bibliographic record

VenueJournal of the American Association of Nurse Practitioners · 2013
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsNurse practitionersHolistic healthCoherence (philosophical gambling strategy)Health careNursingPsychologyMedicineAlternative medicine

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of this article is to describe how two mid-range theories, Kolkaba's Comfort Theory and Antonovsky's Sense of Coherence can be used to illuminate the holistic nature of nurse practitioner (NP) practice. DATA SOURCES: Original research and theoretical papers related to both theories described. CONCLUSIONS: The NP role has been in existence for more than 40 years and can be found in healthcare systems in more than 60 countries around the world. Increasingly, NPs are assuming responsibility for providing primary health care to people with complex care needs. Although researchers have consistently demonstrated the NPs provide safe, effective care, and patients are satisfied with that care, theories demonstrating the holistic nature of NP practice are less evident. IMPLICATIONS FOR PRACTICE: Comfort Theory and Sense of Coherence can be used to demonstrate how the holistic nature of NP care results in patient-centered outcomes.

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)0.036
metaresearch head score (Gemma)0.121
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 score0.036
Threshold uncertainty score0.191

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0360.121
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.004
Science and technology studies0.0030.016
Scholarly communication0.0130.017
Open science0.0020.010
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.021
GPT teacher head0.405
Teacher spread0.385 · 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

Citations15
Published2013
Admission routes1
Has abstractyes

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