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Record W3166319077 · doi:10.52764/jms.21.29.1.08

FREQUENCY AND DETERMINANTS OF DENTAL CARIES IN LOCAL INHABITANTS OF A RURAL DISTRICT OF KHYBER PAKHTUNKHWA PAKISTAN

2021· article· en· W3166319077 on OpenAlexaff
Muhammad Naeem, Muhammad Ishtiaq, Atif Hussain, Bushra Ijaz, Bushra Iftikhar, Imran Marwat

Bibliographic record

VenueJournal of Medical Sciences · 2021
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsAbbott (Canada)
Fundersnot available
KeywordsMedicineKhyber pakhtunkhwaToothbrushTooth brushingOral hygieneDentistryToothpastePopulationCross-sectional studyRural populationEnvironmental health

Abstract

fetched live from OpenAlex

Background
 Dental caries in one of the common dental health problem and is affecting approximately 2 billion of world population. The main objective was to assess the frequency and determinants of caries among the study population of Lower Dir District.
 Methods
 After taking ethical approval, a cross sectional study was conducted in Lower Dir District, in which a total of n=149 participants were assessed and examined for dental caries, from September 2018 to February 2019. A structured questionnaire was used to collect data regarding dental caries and its determinants. Data was analyzed by SPSS and finally results were presented in form of tables.
 Results
 The results showed that 31.54% of the study population has dental caries. Approximately, 59.73% of parents were in age range of 25 to 45 years, 16.78% had monthly income less than 15000 per month, 48.99% were illiterate, and 32.21% had normal BMI. Moreover, 69.13% knew the causes of dental caries, 54.36% parents used fluoride tooth paste, 58.39%, and 44.97% of children used toothbrush & fluoride toothpaste respectively. Furthermore, 70.47% of children had preference for sweet foods, and 54.36% had poor oral hygiene practices.
 Conclusions
 It was concluded that dental caries showed moderate to high prevalence among the studied population and showed strong relationship with monthly income, literacy level, and number of children. Moreover, tooth-brushing, fluoride tooth-paste, and their frequency, acute and chronic dental problems, oral hygiene and sweet food preference showed positive association with dental caries among children and thus effective preventive, promotive and curative services were needed to reduce dental caries and its associated complications.
 Key Words
 Caries (MeSH), Literacy (MeSH), fluoride (MeSH), Toothbrush (MeSH), Oral Hygiene (MeSH)

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)0.001
metaresearch head score (Gemma)0.001
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 score0.040
Threshold uncertainty score0.332

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.021
GPT teacher head0.361
Teacher spread0.340 · 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.

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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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