Table 3 Multivariable logistic regression analysis of risk factors associated with MAKE30.

From: Outcome prediction for acute kidney injury among hospitalized children via eXtreme Gradient Boosting algorithm

Characteristics

OR

95% CI

p value

Hospital-acquired AKI

1.49

1.02–2.17

0.039

AKI stage

Stage 1

1.00

Stage 2

9.42

6.58–13.49

< 0.001

Stage 3

16.86

11.31–25.12

< 0.001

Glomerulonephritis

1.97

1.02–3.81

0.044

Shock

1.98

0.99–3.96

0.05

Respiratory failure

2.67

1.61–4.43

< 0.001

Nephrotoxic drugs

0.76

0.54–1.06

0.10

Platelets < 100 × 109/L

1.42

0.98–2.06

0.07

Serum albumin < 30 g/L

1.54

1.10–2.17

0.012

Serum total bilirubin > 34.2 mmol/L

1.95

1.26–3.00

0.003

Serum potassium > 5.5 mmol/L

2.02

1.14–3.58

0.015

  1. OR odds ratio, CI confidence interval, AKI acute kidney injury.