MétaCan
Menu
Back to cohort

Oral Health-related Quality of Life of Children with Early Childhood Caries before and after Receiving Complete Oral Rehabilitation under General Anesthesia

2021· article· en· W4210728803 on OpenAlexaff
Arpit Gupta, Raja Raghu

Bibliographic record

VenueInternational Journal of Clinical Pediatric Dentistry · 2021
Typearticle
Languageen
FieldDentistry
TopicDental Health and Care Utilization
Canadian institutionsHealth Sciences Centre
FundersIndian Council of Medical Research
KeywordsMedicineEarly childhood cariesQuality of life (healthcare)Oral healthRehabilitationEarly childhoodPediatricsPhysical therapyDentistryNursing

Abstract

fetched live from OpenAlex

Introduction: Early childhood caries (ECC) significantly affects the quality of life of children due to recurrent pain, infection, and other associated problems. Aim and objective: To assess the change in oral health-related quality of life of children aged <5 years undergoing complete oral rehabilitation under general anesthesia. Materials and methods: A total of 50 healthy children affected with ECC were enrolled for the present study. Oral health-related quality of life (OHRQoL) of every child was assessed by interviewing the mothers using a prevalidated Early Childhood Oral Health Impact Scale (ECOHIS) questionnaire one day prior to the treatment appointment and comparing the scores with those at 1 and 3 months post-treatment to evaluate the changes in the OHRQoL, if any and assess the stability of the changes. Results: The oral health-related quality of life showed a significant improvement after complete oral rehabilitation under general anesthesia and the improvement persisted beyond the immediate post-treatment period. How to cite this article: Oral Health-related Quality of Life of Children with Early Childhood Caries before and after Receiving Complete Oral Rehabilitation under General Anesthesia. Int J Clin Pediatr Dent 2021;14(S-2):S117-S123.

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)0.002
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 score0.005
Threshold uncertainty score0.593

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.041
GPT teacher head0.383
Teacher spread0.342 · 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

Citations9
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Clinical Pediatric DentistrySame topicDental Health and Care UtilizationFrench-language works237,207