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. Author manuscript; available in PMC: 2020 Jan 10.
Published in final edited form as: J Biomed Inform. 2019 Oct 30;100:103325. doi: 10.1016/j.jbi.2019.103325

Table 4.

Associations between obesity, diabetes, and sex as revealed by Translator Clinical Knowledge Sources: stratification by diabetes1

Clinical Profiles ICEES Clinical Profiles + ICEES COHD2
Diabetes
Dx =
No		 Diabetes
Dx =
Yes		 Total X2,
P value		 Diabetes
Dx =
No		 Diabetes
Dx =
Yes		 Total X2,
P value		 Diabetes
Dx =
No		 Diabetes
Dx =
Yes		 Total X2,
P value		 Diabetes
Dx =
No		 Diabetes
Dx =
Yes		 Total X2,
P value
Sex
Male 1489 225 1714 25.30, 633 184 817 0.04, 2122 409 2531 13.30, 701725 47596 749321 1921.60,
32.86% 24.42% 31.44% P<0.001 36.30% 36.80% 36.41% P=0.9977 33.82% 28.78% 32.89% P<0.0003 42.87% 50.12% 43.27% P<0.001
Female 3042 696 3738 1111 316 1427 4153 1012 5165 935166 47371 982537
67.14% 75.57% 68.56% 63.70% 63.20% 63.59% 66.18% 71.22% 67.11% 57.13% 49.88% 56.73%
Obesity Dx
No 3517 494 4011 226.40, 1543 357 1900 87.28, 5060 851 5911 280.03, 1580517 76112 1656629 58173.8,
77.62% 53.64% 73.57% P<0.001 88.47% 71.40% 84.67% P<0.0001 80.64% 59.89% 76.81% P<0.0001 96.56% 80.15% 95.66% P<0.001
Yes 1014 427 1441 201 143 344 1215 570 1785 56374 18855 75229
22.38% 46.36% 26.43% 11.53% 28.60% 15.33% 19.36% 40.11% 23.19% 3.44% 19.85% 4.34%
Total 4531 921 5452 1744 500 2244 6275 1421 7696 1636891 94967 1731858
83.11% 16.89% 100% 77.72% 22.28% 100.00% 81.54% 18.46% 100.00% 94.52% 5.48% 100%
1

Note that column percentages are provided in the table, except for the total row, which row percentages.

2

Unlike Clinical Profiles and ICEES, COHD results are not restricted to patients with severe asthma, but rather reflect all patients.

Abbreviations: Dx = diagnosis; ICEES = Integrated Clinical and Environmental Exposures Service; COHD = Columbia Open Health Data.