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Table 1 Demographic data of the 1342 patients receiving ECMO, description of variables with valid data

From: Urine output as one of the most important features in differentiating in-hospital death among patients receiving extracorporeal membrane oxygenation: a random forest approach

Variables

Units

Valid n

Mean

Standard deviation

Age

years

1342

53.5

15.7

Body height

cm

1342

165.0

8.5

Body weight

kg

1342

68.9

16.5

Body mass index

kg/m2

1342

25.2

5.0

Glasgow coma scale

 

1342

10.2

5.3

Inotropic equivalent

 

1342

28.9

44.2

Preset ventilation rate

per minute

1342

17.3

6.1

FiO2

 

1342

0.9

0.2

Peak inspiratory pressure

cmH2O

1342

27.8

8.8

Peak end-expiratory pressure

cmH2O

1342

7.4

3.9

Mean airway pressure

cmH2O

1342

14.0

5.1

Body temperature

degree Celsius

1342

36.6

1.2

Respiratory rate

per minute

1342

19.2

7.1

Heart rate

per minute

1342

104.2

36.0

Systolic blood pressure

mmHg

1342

95.7

31.4

Diastolic blood pressure

mmHg

1342

57.5

18.1

24 h urine amount

dL

1342

10.8

13.2

pH

 

1342

7.3

0.2

PaCO2

mmHg

1342

42.2

22.1

PaO2

mmHg

1342

120.7

100.3

PaO2/FiO2

mmHg

1342

166.8

171.1

Bicarbonate

mEq/L

1342

20.1

6.7

Total bilirubin

mg/dL

1035

2.4

4.1

Blood urine nitrogen

mg/dL

1134

37.4

26.8

Creatinine

mg/dL

1342

2.1

1.8

Sodium

mmole/L

1342

139.3

6.9

Potassium

mmole/L

1342

4.4

1.0

Lactate

mmole/L

1068

8.3

6.4

White blood cell

per uL

1342

13,610.9

7335.9

Hematocrit

%

1342

36.3

7.6

Platelet

103/uL

1342

204.8

865.5

Prothrombin time

 

981

1.5

1.0

Creatine kinase

U/L

864

1489.0

6561.2

Aspartate aminotransferase

U/L

929

503.8

1615.9

Creatine kinase MB

U/L

835

84.5

149.8

Troponin I

ng/mL

665

19.0

174.8

Charlson

 

929

4.3

3.1

APACHE

 

998

19.6

8.2

SOFA

 

841

12.0

4.4

LODS

 

820

9.9

3.7

MODS

 

774

9.1

3.7

SAPS3

 

840

53.2

12.0

SAVE

 

429

-5.4

5.7

  1. Charlson: Charlson Comorbidity Index, APACHE: Acute Physiologic Assessment and Chronic Health Evaluation II Scoring System, SOFA: Sequential Organ Failure Assessment Score, LODS: Logistic Organ Dysfunction System, MODS: Multiple Organ Dysfunction, SAPS3: Simplified Acute Physiology Score III, SAVE: The Survival After Veno-arterial ECMO Score