Primary study · included by 1 review

Utilization of machine learning models in predicting caries risk groups and oral health-related risk factors in adults.

Çiftçi 2024 · Çiftçi Burak Tunahan, Aşantoğrol Firdevs · BMC oral health · 2024

Trial PICO

Not extracted yet. Trial-level population, intervention, comparator, outcomes and design will appear here after the trial extraction run. Until then, the reviews below describe the study.

Results

Not extracted yet. Per-trial results (events, means, effect and weight as each review's forest plot reports them) will appear here after the trial extraction run.

Included by

Multimorbidity patterns of dental caries and obesity/overweight among adults: a systematic review and meta-analysis.
Non-Cochrane · aetiology · 2025 · cited as Çiftçi 2024 · Table 1; Reference 30
Outcome this study informsPooled effectEvidenceCertainty
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.00 [0.89, 1.12]NRUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.23 [0.96, 1.50]NRUngraded
Dental caries (binary; DMFT-based or dentist-diagnosed caries present)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 0.99 [0.98, 1.00]NRUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.02 [0.94, 1.11]NRUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.17 [1.04, 1.29]NRUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.06 [0.98, 1.14]18 studies · 270408 participantsUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.04 [0.92, 1.16]NRUngraded
Dental caries (binary; DMFT-based or dentist-diagnosed caries present)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.04 [0.85, 1.23]NRUngraded
Dental caries (study-defined binary; assessed by DMFT, number of dental caries, or dentist diagnosis)
Obesity or overweight (higher BMI, mostly WHO BMI ≥25/≥30; 2 studies used waist circumference) vs Normal weight (not overweight or obese)
OR 1.13 [0.95, 1.30]NRUngraded

1 including review in total.