From: Construction of Xinjiang metabolic syndrome risk prediction model based on interpretable models
Variable | Coefficients | Std Error | Wald | OR | 95% CI | P value |
---|---|---|---|---|---|---|
Intercept | -12.744 | 0.437 | -29.152 | - | - | - |
Age (reference: 18 ~ 44) | ||||||
  45 ~ 59 | 0.139 | 0.098 | 1.418 | 1.149 | 0.948 ~ 1.391 | 0.156 |
  60 ~ 74 | 0.328 | 0.141 | 2.320 | 1.388 | 1.052 ~ 1.833 | 0.020 |
  75 ~ 89 | -0.117 | 0.274 | -0.427 | 0.890 | 0.522 ~ 1.531 | 0.669 |
Previous diabetes (reference: No) | ||||||
  Yes | 2.186 | 0.178 | 12.281 | 8.902 | 6.333 ~ 12.739 | <0.001 |
Previous hypertension (reference: No) | ||||||
  Yes | 1.040 | 0.121 | 8.619 | 2.830 | 2.238 ~ 3.593 | <0.001 |
Fatty liver (reference: No) | ||||||
  Yes | 1.196 | 0.085 | 14.053 | 3.306 | 2.800 ~ 3.908 | <0.001 |
Smoking (reference: No) | ||||||
  Quit | 0.325 | 0.169 | 1.925 | 1.384 | 0.996 ~ 1.930 | 0.054 |
  Yes | 0.432 | 0.091 | 4.731 | 1.541 | 1.288 ~ 1.844 | <0.001 |
Exercise (reference: Hardly) | ||||||
  Run and others | -0.306 | 0.125 | -2.451 | 0.736 | 0.576 ~ 0.940 | 0.014 |
  Walk | -0.262 | 0.096 | -2.734 | 0.769 | 0.637 ~ 0.928 | 0.006 |
SBP | 0.044 | 0.004 | 11.605 | 1.044 | 1.037 ~ 1.052 | <0.001 |
DBP | 0.070 | 0.006 | 11.497 | 1.072 | 1.060 ~ 1.085 | <0.001 |