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Record W4408064062 · doi:10.1016/j.identj.2025.01.019

Training Socially-Conscious Dentists: Development and Integration of Community Service-Learning in Dental Curricula in Ontario, Canada

2025· article· en· W4408064062 on OpenAlex
Abbas Jessani, Alexia Athanasakos, Randy Peltz, Amani Radhaa, Martin McIntosh, Althaf Lathif, Sarah McLean

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Dental Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicService-Learning and Community Engagement
Canadian institutionsLondon Health Sciences CentreHome and Community Care Support ServicesWestern University
FundersMakerere UniversityWestern UniversityUniversity of RwandaSvenska Pedodontiföreningen
KeywordsCurriculumService (business)Medical educationCommunity serviceMedicineDentistryPsychologyNursingPolitical sciencePedagogyPublic relationsBusiness

Abstract

fetched live from OpenAlex

INTRODUCTION AND AIMS: Commuity-centred education models of care are needed to address the high dental treatment needs of equity-deserving populations with a focus on person-centred care and learner-centred education. The Community Service-Learning (CSL) programme was developed and integrated into the undergraduate dental curriculum at the Schulich School of Medicine and Dentistry in Canada to train undergraduate dental learners with a curriculum reflective of the complex and evolving oral health needs of local equity-deserving communities and global populations. METHODS: The CSL programme was developed utilizing Yoder's framework for service-learning and Lave and Wenger's framework for situated learning. Community consultations were held with partner organizations and their service users in Ontario and East Africa to engage them in the development and implimentation of the CSL programme. Learners' feedback was sought through an anonymous self-reported survey to gauge their overall experiences and perceptions about the newly implemented CSL programme. RESULTS: Seven community sites were selected in London, Ontario for the third-year mandatory placements. Eight learners rotated through each site. All fourth-year learners rotated through one community site in Woodstock, Ontario. Overall, the CSL programme received positive feedback from all the learners who participated in the survey with an emphasized desire for the CSL program to continue. Three major strengths emerged from the learners' perceptions of the programme: 'the importance of community outreach and access to care', 'educational and professional development', and 'strengthening of community relationships'. Perceived areas for improvement included: 'patient accessibility and communication' and, 'enhanced exposure and opportunities for the CSL programme'. CONCLUSION: The CSL programme provided positive experiential learning opportunities for learners while addressing the oral health needs of equity-deserving community members in local and global contexts. CLINICAL RELEVANCE: This case study provides a practical and evidence-based approach in developing an experiential learning programme that trains dental learners to overcome challenges associated with oral health access and to address the unmet oral health needs of equity-deserving communities.

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)0.002
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 score0.154
Threshold uncertainty score0.630

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 head0.037
GPT teacher head0.312
Teacher spread0.275 · 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