Analyze Oral Health Data and Trends

This skill provides comprehensive analysis of oral health data - trend identification, risk assessment, problem diagnosis support, and personalized recommendation generation. It tracks cavity development trends (pattern, tooth-position distribution, progression speed, risk prediction), periodontal health changes (bleeding frequency, pocket depth, attachment loss, gum recession), and hygiene habit improvement (brushing/flossing frequency, cleaning records, habit scores). It runs risk assessments for cavities, periodontal disease (staged from healthy through severe periodontitis based on probing depth and attachment loss), and oral cancer, each combining multiple weighted factors (diet, hygiene habits, smoking, family history, etc.) into a risk level with contributing factors and reduction recommendations. It also cross-analyzes oral health against nutrition (sugar intake, calcium/vitamin D, deficiency-linked oral symptoms), chronic disease (diabetes-periodontal links, cardiovascular-periodontal links, pregnancy oral care, osteoporosis), and medication data (dry mouth, gum overgrowth, tooth discoloration side effects), and computes a composite oral health score (0-100, weighted across hygiene habits, checkup frequency, treatment completion, problem control, and goal achievement) plus an "oral health age" compared to actual age. A warning system flags overdue checkups and concerning symptom durations (e.g. toothache over 3 days, gum bleeding over 1 week, mouth ulcers over 2 weeks, new lumps or white patches).

Use it when analyzing oral health trends, cavity risk, periodontal issues, or hygiene habits; when scoring oral health or identifying problem patterns; or when a user requests an oral health report or long-term record analysis - including scenarios like a periodic 6-month health review, symptom-triggered diagnosis assistance (e.g. a week of gum bleeding), preventive treatment planning, cross-condition analysis (e.g. diabetes and periodontal health), or pre-pregnancy oral guidance.

All analysis and recommendations are for reference only and do not constitute medical diagnosis or treatment advice - oral problems should always be diagnosed and treated by a professional dentist, analysis results cannot substitute for a professional oral exam, emergencies require immediate medical care, and a dentist's professional advice should always be followed. The system cannot perform imaging or lab tests, cannot replace a professional oral exam, and its output quality depends on the completeness and accuracy of the user's own logged records; it cannot consider every individual factor or predict all complications and does not guarantee full accuracy.

Input: a user's oral health records (checkups, treatments, symptoms, hygiene logs), optionally combined with nutrition, chronic-disease, or medication module data. Output: trend charts, a composite health score (0-100) with tier label, risk-level assessments (cavity/periodontal/oral cancer) with contributing factors, and a personalized prevention/treatment/lifestyle action plan with goals and progress tracking.

Cross-references nutrition, chronic-disease, medication, and eye-health data modules, and grounds its risk models and indices in established clinical references: ADA guidelines, WHO oral health guidelines, DMFT index, CPI index, OHIP-14, and cavity risk assessment tools (CAT).

Individuals tracking their own long-term oral health records who want trend analysis, risk scoring, and personalized preventive guidance grounded in dental clinical references - not a replacement for professional dental diagnosis or treatment.