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Record W2988153277 · doi:10.25301/jpda.284.187

Assessment of Knowledge and Practices about Denture Hygiene among Complete Denture Wearers in Lahore City

2019· article· en· W2988153277 on OpenAlexaff
Muhammad Asif Mushtaq, Junaid Altaf, Muhammad Ali Sheikh, Muhammad Waseem Ullah Khan, Asif Ali Shah

Bibliographic record

VenueJournal of The Pakistan Dental Association · 2019
Typearticle
Languageen
FieldDentistry
TopicOral microbiology and periodontitis research
Canadian institutionsCollège Montmorency
Fundersnot available
KeywordsDenturesProsthodonticsDentistryMedicineStatistical significanceOral hygieneStatistical analysisHygieneDental hygieneOrthodontics

Abstract

fetched live from OpenAlex

The aim of this study was to determine the level of awareness about knowledge and practices of complete denture hygiene in a tertiary care dental hospital of Lahore. METHODOLGY: A descriptive, cross-sectional study was conducted in the Department of Prosthodontics, Punjab Dental Hospital/de'Montmorency College of Dentistry, Lahore. A total of 150 patients were included in the study. All patients were selected randomly who were seeking treatment from this tertiary care dental hospital. The questionnaire included data about gender, age, duration of prosthesis use, cleaning methods and materials etc. The collected data was analyzed using SPSS version 20.0. Chi-square test of significance was applied for statistical analysis with a significance level of 5% (p=0.05).

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)0.000
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 score0.029
Threshold uncertainty score0.320

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.016
GPT teacher head0.357
Teacher spread0.341 · 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".

Quick stats

Citations7
Published2019
Admission routes1
Has abstractyes

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