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Table 5 Multivariable logistic regression analysis after re-sampling (n = 739)

From: Risk factor analysis of device-related infections: value of re-sampling method on the real-world imbalanced dataset

Variables

Β

SE

OR

95%CI

P value

Age

0.040

0.013

1.041

1.015–1.067

0.002

gender

1.429

0.475

4.176

1.647–10.590

0.003

replacement procedure

−2.498

0.394

0.082

0.038–0.178

0.000

antibiotics

−23.263

13,197

0.000

0.000–0.000

0.999

  1. CI confidence intervals, SE standard error
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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