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. 2021 Sep 30;7(9):e29544. doi: 10.2196/29544

Table 5.

Top 5 risk factors ranked by mean absolute Shapley value for cohorts A, B, C, and D (lite model).

Risk factor ShapVal P value
Cohort A

Age 0.496 .002

Treatments taken count 0.121 .002

Waist circumference 0.085 .002

Male 0.058 .002

Self-report: noncancer count 0.054 .004
Cohort B

Age 0.721 .002

Treatments taken count 0.079 .014

Waist circumference 0.071 .040

Male 0.048 .010

BMI 0.034 .242
Cohort C

Waist circumference 0.153 .002

Age 0.120 .002

Treatments taken count 0.102 .002

Self-report: noncancer count 0.064 .002

T2DMa 0.050 .002
Cohort D

Age 0.056 .002

Waist circumference 0.248 .002

Treatments taken count 0.154 .002

Male 0.098 .002

BMI 0.043 .036

aT2DM: type 2 diabetes mellitus.