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Table 4 The results of LR algorithms for Model III

From: Association between biochemical and hematologic factors with COVID-19 using data mining methods

Variables

Log-Worth

OR (95% CI)

S. E

P-Value*

WBC

4.128

1.081 (1.040, 1.123)

0.019

 < .001

Hemoglobin

7.858

9.534 (4.216, 22.291)

0.425

 < .001

Hematocrit

7.579

0.469 (0.350, 0.620)

0.145

 < .001

MCHC

6.139

0.440 (0.310, 0.617)

0.176

 < .001

MPV

36.887

1.447 (1.366, 1.531)

0.029

 < .001

Sex[female]

19.381

0.551 (0.485, 0.626)

0.032

 < .001

Age

4.719

1.015 (1.008, 1.022)

0.003

 < .001

Smoking status [no]

5.985

1.737 (1.400, 2.156)

0.046

 < .001

Smoking status [current]

5.985

0.662 (0.520, 0.844)

0.056

 < .001

BMI

42.593

1.087 (1.074, 1.101)

0.006

 < .001

Cr

10.158

0.376 (0.279, 0.505)

0.151

 < .001

BUN

17.925

1.030 (1.024, 1.038)

0.003

 < .001

FBG

19.787

1.006 (1.005, 1.007)

 < .001

 < .001

HDL

3.747

0.989 (0.983, 0.995)

0.003

 < .001

ALT

3.092

1.008 (1.003, 1.013)

0.002

 < .001

CPK

66.551

1.006 (1.005, 1.007)

 < .001

 < .001

Total Bilirubin

8.284

1.647 (1.393, 1.949)

0.085

 < .001

Iron

9.906

1.006 (1.004, 1.008)

 < .001

 < .001

Magnesium

9.002

0.415 (0.313, 0.550)

0.143

 < .001

  1. * Significant at error level 0.05
  2. Abbreviations: ALT Alanine aminotransferase, Cr Creatinine, BMI Body mass index, BUN Blood urea nitrogen, FBG Fasting blood glucose, CPK Creatine phosphokinase, WBC White blood cells, MCHC Mean corpuscular hemoglobin concentration, MPV Mean platelet volume