Table 6. Categorization of the 25 most informative risk factors into categories from the best logistic regression model.

Category	Risk Factors
Demographics	Age, Biological sex
Biomarkers	Waist circumference, systolic blood pressure, total cholesterol, LDL cholesterol, total cholesterol HDL ratio
Comorbidities	Hypertension, sleep problems: not at all, sleep problems: several days, other heart arrhythmias
Family History	Familial CVD
Lifestyle Factors	Social visits: about once/week, social visits: 2–4 times/week, social visits: about once/month, social visits: almost daily, social visits: once every few months, smoking, no. of cigarettes daily, alcohol with meals: yes, alcohol with meals: it varies, walking pace: steady average pace, walking pace: Brisk pace, overall health rating: excellent, overall health rating: poor