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Record W2949654254 · doi:10.5206/uwojls.v9i2.8075

School Nurses: An Indispensable Resource for Health Promotion in Ontario's Children and Adolescents

2019· article· en· W2949654254 on OpenAlex
Dagmara Mroczkowska

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueWestern Journal of Legal Studies · 2019
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsnot available
Fundersnot available
KeywordsHealth promotionNursingLegislatureGovernment (linguistics)Promotion (chess)School nursingScope (computer science)Plan (archaeology)MedicinePublic healthResource (disambiguation)Public relationsMedical educationPsychologyBusinessPolitical sciencePolitics

Abstract

fetched live from OpenAlex

School nurses play an important role in the promotion of physical, mental, and social health, as well as the prevention of disease and injury in school-aged children. Promotion of health is also a central goal of the Ontario government, and is codified in the Health Protection and Promotion Act (HPPA). Part I of this paper demonstrates that a reasonable interpretation of the HPPA supports the implementation of a robust school nurse program that can meet the health needs of children. Part II explores the shortcomings of current school health programs in Ontario and provides policy reasons that support a comprehensive school nurse program. Part III identifies logistical barriers to the implementation of a school nurse program that need to be overcome in order to plan and provide adequate school nurse programs. A significant increase in the availability of school nurses is an optimal way to fulfill the Ontario government’s legislative objectives of protecting and promoting public health in its communities. The scope of practice of registered nurses places them in the best position to implement and ensure that the goals of the HPPA are met in Ontario’s schools.

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.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.958

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 integrity0.0000.001
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 head0.074
GPT teacher head0.456
Teacher spread0.382 · 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