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Record W7005217261

Public Health Nursing in British Columbia from 1960 to 2005 : Transformations in Policy and Governance Structure : A Historical Review

2017· article· en· W7005217261 on OpenAlexaboutno aff

Bibliographic record

VenuecIRcle (University of British Columbia) · 2017
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCell Image Analysis Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsPublic healthRestructuringPublic health nursingContext (archaeology)Corporate governanceHealth policyHealth carePublic policy
DOInot available

Abstract

fetched live from OpenAlex

A great portion of the history of public health nursing in British Columbia is intricately linked to major public policy developments and changes in governance structure through the years. This link is not often well understood in discussions about the role of Public Health Nurses and their shifting scope of work. Understanding this link will help us identify the ways in which Public Health Nurses have come to preserve health, control disease, and treat illnesses in the province. The focus of this Scholarly Practice Advancement Research project is to examine the historical development of public health nursing in British Columbia during the period from 1960 to 2005 through the lens of public policy and governance structure. Using historical research, including oral nursing history, the project examined what key policy documents, reports, and major developments have influenced nursing practice in public health from 1960 to 2005 in British Columbia, with a particular focus on the City of Vancouver as a case example. This project further complements a series of oral history interviews with Public Health Nurses recently completed within the UBC Consortium for Nursing History Inquiry and deposited into the UBC Archives collection, and it provides historical context to the stories of the nurses who have been interviewed. By capturing the history of policy development in public health nursing, this project shows how Public Health Nurses’ work has shifted in response to the sociopolitical environment and the restructuring of the health care system in British Columbia.

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)0.002
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: Review · Consensus signal: Review
Teacher disagreement score0.939
Threshold uncertainty score0.441

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0090.024
Science and technology studies0.0040.004
Scholarly communication0.0060.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.011
GPT teacher head0.227
Teacher spread0.216 · 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
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

Citations0
Published2017
Admission routes1
Has abstractyes

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