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. 2020 Feb 20;10:3034. doi: 10.1038/s41598-020-59668-y

Table 3.

Disease probabilities per class for males and females.

Males Class 1 Class 2 Class 3 Class 4
Probability of membership 268 (6.5%) 90 (2.2%) 376 (9.2%) 3369 (82.1%)
Diabetes 0.54 0.20 0.11 <0.01
Coronary Artery Disease 0.20 0.19 0.16 0.04
Osteoporosis 0.05 <0.01 0.16 0.01
Back Pain 0.11 0.20 0.88 0.08
Neck Pain 0.04 0.24 0.51 0.02
Knee Pain 0.16 0.29 0.81 0.08
Colorectal Cancer <0.01 0.02 0.01 <0.01
Cerebrovascular disease 0.06 0.09 0.02 <0.01
Asthma <0.01 0.55 0.06 0.01
Wheezing <0.01 0.73 0.09 0.03
Females Class 1 Class 2 Class 3 Class 4
Probability of membership 223 (3.8%) 1479 (25.0%) 695 (11.7%) 3529 (59.6%)
Conditional probability of a Yes response
Diabetes Mellitus 0.21 0.14 0.21 0.05
Coronary Artery Disease 0.27 0.10 0.19 0.03
Osteoporosis 0.36 0.25 0.49 <0.01
Back Pain 0.39 0.38 0.99 0.08
Neck Pain 0.20 0.17 0.83 0.01
Knee Pain 0.54 0.59 0.96 0.01
Breast Cancer 0.03 0.02 0.03 0.01
Colorectal Cancer 0.02 <0.01 <0.01 0.01
Cerebrovascular disease 0.03 0.02 0.04 0.01
Asthma 0.58 <0.01 0.05 0.01
Wheezing 0.56 <0.01 0.11 0.02

Conditional probabilities >0.5 in bold to facilitate interpretation.