Table 7.

Top interacting pairs of variables ranked by ShapVal (full model).

Risk factor 1		Risk factor 2	Value
Cohort A
	Waist-to-hip ratio	Age	150
	Treatments taken count	Age	149
	HDLa cholesterol	Age	86
	Age	Hypertension	85
	Cystatin C	Age	84
Cohort B
	Testosterone	Age	195
	Waist circumference	Age	95
	BMI	Age	82
	Treatments taken count	Age	63
	Pulse rate	Age	57
Cohort C
	Waist-to-hip ratio	Age	709
	Waist-to-hip ratio	Treatments taken count	494
	Townsend deprivation index	Treatments taken count	481
	Townsend deprivation index	Waist-to-hip ratio	450
	Albumin	Waist-to-hip ratio	407
Cohort D
	Waist circumference	Age	859
	Testosterone	Age	780
	Townsend deprivation index	Age	725
	Waist-to-hip ratio	Age	603
	Age	Hypertension	585

^aHDL: high-density lipoprotein.