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Record W4416292688 · doi:10.1177/12034754251391806

Sun Safety Policies in Canadian Elementary Schools: A Comprehensive Scoping Review and Jurisdictional Scan of Canadian Provincial Government Policies

2025· article· en· W4416292688 on OpenAlexaffabout
Andy D. Lee, John S. Yi, Nicholas Lum, Nicholas Chronis, Grace Xiong, Liz Dennett, Sebastian Straube, Marlene Dytoc

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicSkin Protection and Aging
Canadian institutionsUniversity of Alberta HospitalUniversity of AlbertaMcMaster UniversityUniversity of Toronto
Fundersnot available
KeywordsGovernment (linguistics)Public policyPolicy developmentHealth policyPublic healthPolicy analysis

Abstract

fetched live from OpenAlex

BACKGROUND: Despite the critical importance of sun protection in childhood for preventing skin cancer, significant gaps exist between provincial health guidelines and education-specific policies regarding sun safety in Canadian elementary schools. OBJECTIVE: To systematically examine the current landscape of sun safety policies and interventions in Canadian elementary education settings and identify gaps between public health recommendations and educational policy implementation. METHODS: We conducted a scoping review of literature published between 2005 and 2025 using 7 databases (Ovid MEDLINE, Embase, CINAHL Plus, Scopus, Proquest Education Database, ERIC, and CBCA:Social Sciences) and performed a jurisdictional scan of sun safety policies across 9 Canadian cities, examining provincial, school board, and individual school websites. RESULTS: This scoping review identified limited research on sun safety interventions in Canadian elementary schools, with most studies demonstrating effectiveness of educational programs but highlighting implementation challenges. The jurisdictional scan revealed significant disparities in policy accessibility and clarity across provinces. Public health websites typically provided more comprehensive information, while school-level policies were largely absent or difficult to locate. CONCLUSION: A substantial disconnect exists between provincial health guidelines and education system policies regarding sun safety. Comprehensive, standardized approaches to sun safety policy development and implementation are urgently needed across Canadian elementary 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.

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)0.001
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 score0.409
Threshold uncertainty score0.542

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.020
GPT teacher head0.294
Teacher spread0.274 · 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 designObservational
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

Citations1
Published2025
Admission routes2
Has abstractyes

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