Prevalence of physical and oral frailty in geriatric patients in Kerala, India
Bibliographic record
Abstract
Background: Physical frailty is a condition where a person has decreased physical reserve and resilience to stressors. Oral frailty, on the other hand, refers to a decline in oral function in conjunction with reductions in cognitive and physical functioning. Poor oral health, encompassing factors such as functional, physiological, psychosocial, and therapeutic aspects, can lead to physical frailty. Objectives: Assess the prevalence of physical and oral frailty in geriatric patients attending health centres in Kerala, India. Methodology: . Design: Cross-sectional study. Setting: Amrita Institute of Medical Sciences (Kochi), Amrita Kripa Charitable Hospital (Wayanad) and Amrita Urban Health Centre in (Kaloor). Participants: 250 geriatric participants above 60 years. Measurements: The participants' physical frailty was evaluated using Fried's Frailty Phenotype, the Reported Edmonton Frail Scale, and sarcopenia screening. The assessment of oral frailty was based on several factors such as current dental status, chewing ability, tongue pressure, the Repetitive Saliva-Swallowing Test, Oral Diadokinetic rates, Xerostomia, and the Oral and Maxillofacial Index. The evaluation was using a questionnaire and clinical examination. Bivariate analysis was performed for additional variables, and multivariate analysis was utilized to examine the relationship between oral and physical frailty. Results: 56 % of study participants were males, and the mean age was 68 ± 6.02 years. 34.4 % were physically frail, and the remaining were pre-frail using Fried Frailty Phenotype. 67 % showed oral frailty using the Oral and Maxillofacial Frailty Index (OMFI). Using six domains of the oral frailty status (Tanaka) showed that 74 % of individuals had an increased risk of new onset of physical frailty. In the adjusted model, individuals with mild oral frailty had lesser chances of being frail (OR = 0.509, 95 % CI = 0.274-1.946, p-value = 0.033). Conclusion: The prevalence of physical frailty was 34.4 %, and oral frailty status was 74 %. The findings implied a need to include oral frailty assessments in the comprehensive general health screening for geriatric patients.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".