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Record W4414354356 · doi:10.1177/23800844251372545

Recommendations for Integrating Caries Risk Assessment into Primary Care for Indigenous Children

2025· article· en· W4414354356 on OpenAlexafffundabout
Olubukola O. Olatosi, Robert J. Schroth, Daniella DeMaré, Betty-Anne Mittermuller, Maria Manigque, Johnathan A. Edwards, Maryam Amin, Alexandra Nicolae, Josée G. Lavoie, Julianne Sanguins, Prashen Chelikani, Peter Wong, Julie Lamoureux, Mary Bertone, Kathy Yerex, Rhonda Campbell

Bibliographic record

VenueJDR Clinical & Translational Research · 2025
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsFirst Nations Health and Social Secretariat of ManitobaUniversity of TorontoToronto Public HealthUniversity of AlbertaManitoba HealthUniversity of ManitobaChildren's Hospital Research Institute of Manitoba
FundersInstitute of Indigenous Peoples' HealthResearch Manitoba
KeywordsIndigenousEarly childhood cariesPrimary careRisk assessmentOral healthCulturally appropriateNeeds assessmentPrimary health care

Abstract

fetched live from OpenAlex

OBJECTIVES: This study aimed to identify strategies for implementing and integrating the Canadian Caries Risk Assessment (CRA) tool for preschoolers into the primary care of First Nations and Métis children in Manitoba, Canada, based on the perspectives of nondental primary care providers (NDPCPs). METHODS: An exploratory qualitative design was employed to gather insights from NDPCPs who provide care to Indigenous children aged <6 y. Fifty participants were purposefully recruited from 10 urban, rural, and remote communities across Manitoba. Data were collected through 8 focus groups and 12 in-depth key informant interviews conducted between April 2023 and September 2024. Interviews were transcribed verbatim and analyzed thematically via an inductive approach informed by a social constructivist framework. RESULTS: Four interrelated themes were identified by participants as central to CRA implementation and integration. Strengthening primary care systems involved training in fluoride varnish application, management endorsement, electronic medical record integration, standardized documentation, and incentives such as fee-for-service models. Building trust and culturally safe connections with Indigenous communities included establishing respectful relationships, embedding CRA into trusted programs, and addressing access barriers such as transportation and oral health supplies. Educating and engaging families focused on developing accessible educational materials and using trusted communication channels such as Facebook and local radio to improve oral health literacy. Advocating for policy changes involved calls for billing codes, sugar reduction policies, and CRA integration into existing well-child programs. CONCLUSION: NDPCPs in Manitoba are supportive of integrating the CRA tool into Indigenous pediatric primary care. Their recommendations offer a practical road map for CRA implementation, emphasizing systemic support, culturally responsive care, education, and policy alignment. These findings contribute to broader efforts to reduce oral health disparities and improve early childhood caries prevention in underserved populations.Knowledge Transfer Statement:Nondental primary care providers recommend integrating Caries Risk Assessment tools into Indigenous children's care through enhanced training, culturally safe engagement, and supportive policy development to address persistent oral health inequities.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.614
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.131
GPT teacher head0.558
Teacher spread0.427 · 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.

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 routes3
Has abstractyes

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