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Record W4294749129 · doi:10.22514/1053-4625-46.4.2

Assessment of Pediatricians’ Knowledge, Practices, and Attitudes on Oral Health/Care in Children in the Last Decade: A Systematic Scoping Review and Critical Reflection

2022· article· en· W4294749129 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Clinical Pediatric Dentistry · 2022
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineFamily medicineObservational studyHealth careCochrane LibraryMEDLINEOral healthScope (computer science)Alternative medicinePediatricsMedical educationPolitical science

Abstract

fetched live from OpenAlex

Pediatricians are primary health care professionals who supervise the growth and development and treat infants and children during the first years of life. Thus, they should possess knowledge regarding oral health care, to provide anticipatory guidance, as well as dental education to parents in order to make appropriate clinical decisions. For many years, several surveys have been performed worldwide to assess the pediatricians' knowledge, awareness, and experience regarding oral health care and prevention. This work aimed to scope the existing literature and summarize the most relevant evidence about knowledge, practices, and attitudes on oral health/care among pediatricians worldwide. PubMed, Cochrane Library, Google Scholar, and Dentistry & Oral Sciences Source were explored. Under a structured PCC question and eligibility criteria, for relevant clinical trials and observational studies, published during the last decade. Titles and abstracts were screened. Full-text articles were critically reviewed for bias risk and a data charting table was constructed. A total of 44 references were initially identified, and 37 titles remained for abstract screening after removing duplicates; then, 27 potential full-text articles were carefully reviewed. Finally, 25 relevant and most informative studies were included. The selected studies were conducted in India, Lebanon, Saudi Arabia, and Paraguay, Europe, Australia, Qatar, Iran, Turkey, United Arab Emirates, Nigeria, Brazil, Chile, Germany, Taiwan, Canada, and the USA. Through included surveys, researchers have reported different levels of knowledge, practice involvement, and attitude on children's oral health among pediatricians. In general, unsatisfactory knowledge of oral health was reported. The main impediments for a better professional involvement or practice include inappropriate education, poor auto-confidence, and lack of time. So, it has been suggested that some oral health training or clinical guidelines should be included in the current medical curricula.

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)0.008
metaresearch head score (Gemma)0.004
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 score0.152
Threshold uncertainty score0.650

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.096
GPT teacher head0.541
Teacher spread0.446 · 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