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Table 2 Regression analysis for 3-months albumin mean univariate logistic (n = 1567)

From: Application of deep learning to predict the low serum albumin in new hemodialysis patients

Characteristics

Comparison

Unadjusted

OR

95% CI

P

Age

Years

1.05

1.04–1.06

< 0.001

Gender

Male v.s Female

0.66

0.51–0.86

0.002

Comorbidity

    

 Diabetes mellitus

Yes v.s No

1.39

1.07–1.81

0.013

 Hypertension

Yes v.s No

1.27

0.91–1.8

0.171

 Heart Failure

Yes v.s No

1.41

1.04–1.89

0.025

 Cancer

Yes v.s No

1.50

1.16–1.95

0.002

Laboratory measurements

    

 Hb

g/dL

0.63

0.57–0.70

< 0.001

 Fe

ug/dL

0.99

0.99–1.00

< 0.001

 Ferritin

ug/dL

1.001

1.0007–1.0012

< 0.001

 Na

mEq/L

0.90

0.87–0.94

< 0.001

 K

mEq/L

0.54

0.44–0.66

< 0.001

 Ca

mg/dL

0.61

0.51–0.72

< 0.001

 Phosphate

mg/dL

0.70

0.63–0.77

< 0.001

 BUN

mg/dL

0.99

0.98–0.99

< 0.001

 Cr

mg/dL

0.67

0.63–0.71

< 0.001

 Alkaline phosphatase

U/L

1.01

1.0073–1.0124

< 0.001

 iPTH

pg/dL

0.999

0.9987–0.9997

0.004

 Cholesterol

mg/dL

0.99

0.99–1.00

< 0.001

 Triglyceride

mg/dL

0.998

0.9969–0.9995

0.009

 Fasting glucose (AC)

mg/dL

1.002

1.001–1.004

0.001

Optimal AIC

 

1272.75

  1. Boldface was considered statistically significant (P value < 0.05)
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Nutrition & Metabolism

ISSN: 1743-7075

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