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Record W2937780745 · doi:10.1177/1524839919840342

School-Based Dental Education for Improving Oral Self-Care in Mexican Elementary School–Aged Children

2019· article· en· W2937780745 on OpenAlex

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.

Bibliographic record

VenueHealth Promotion Practice · 2019
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsUniversity of British Columbia
FundersUniversidad Nacional Autónoma de México
KeywordsOral healthMedicinePsychologyFamily medicineGerontology

Abstract

fetched live from OpenAlex

Aim. To test the efficiency and acceptance of school-based dental education for improving oral self-care in Mexican elementary school–aged children. Method. A total of 408 students from 4 schools were examined at the baseline, 3 months (follow-up rate was 94%) and 6 months observations (follow-up rate 91%). Group 1 served as a control, Group 2 received a lecture-based education, and Group 3 consisted of trained peer-leaders who educated their peers. Oral self-care practice and oral self-care skills were assessed at the baseline and both follow-ups. A number of sociodemographic and oral health behavior/knowledge characteristics were tested as predictors of oral self-care outcomes at different observation periods. Results. Oral self-care outcomes improved in Groups 2 and 3, but not in the control group. The selected child population, their caregivers and teachers perceived the school-based educational strategy as important and necessary. There was no consistent pattern of predictors explaining variations in oral self-care outcomes at any of the observation periods. Oral self-care improvement observed at the 6 months observation was mainly predicted by the baseline oral self-care levels, dental education, and age. Conclusions. The school-based dental education was easy to implement, and it was effective for improving children’s oral self-care practice and skills.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.047
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.014
GPT teacher head0.365
Teacher spread0.350 · 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