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Record W2607967715

Factors associated with parental awareness of dental caries in preschool children in Shiraz, Iran, in 2014

2017· article· en· W2607967715 on OpenAlexaff
Soheila Shaghaghian, Maryam Zeraatkar, Aira Sabokseir, Maryam Amin

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2017
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineNormativeLogistic regressionAffect (linguistics)Oral healthPerceptionFamily medicineDentistryPsychology
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND AND AIM: Parents have an important role in making decisions about their children's oral health problems and their awareness of children’s oral health status may affect their care-seeking behaviors. The aims of this study were to determine parental awareness about the presence and absence of dental caries in preschool children and factors associated with their awareness. METHODS: The participants of this cross-sectional study were 3 to 6-year-old children and their parents who were recruited from 10 randomly selected kindergartens in Shiraz, Iran. Normative and perceived caries status of the children was assessed through a dental examination and parental assessment, respectively. Parents' awareness was determined by comparing their perception of presence and absence of caries (perceived status) and the actual caries status of their child (normative status). Factors associated with parental awareness were determined using univariate and multiple logistic regression analyses. RESULTS: Among the 396 parents, who completed the questionnaire, 56% were aware of presence and 76% were aware of absence of caries. Awareness of presence was associated with children’s previous dental visit (P < 0.001) and experience of caries (P = 0.007). Parents who considered their child’s teeth unclean (P = 0.005) and their overall oral health status not good (P < 0.001) were more likely to be aware of presence of caries. Parents who perceived their child’s teeth clean (P = 0.030) and overall oral health status good (P < 0.001) were more likely to be aware of absence of caries. CONCLUSION: Many parents were not aware of the presence of dental caries, which may result in them deferring the seeking of care for their children. Having a dental visit increased parental awareness. Regular dental visits, therefore, should be promoted for young children for early detection of dental caries and to enhance parental awareness of children’s oral health condition.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.021
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.000

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 head0.221
GPT teacher head0.531
Teacher spread0.310 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2017
Admission routes1
Has abstractyes

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