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Table 2 Description of the Acute Physiology variables

From: Improvement of APACHE II score system for disease severity based on XGBoost algorithm

variables

MIMIC III

eRI

Survivor n = 20,821

Non-survivor n = 3956

Survivor

n = 5694

Non-survivor n = 1634

Age

66.00(53.51)

62.00(18.83)

APS

  

T(℃)

36.94(1.31)

36.40(5.03)

MAP(mmHg)

60.00(39.70)

61.00(47.14)

HR(bpm)

99.00(31.52)

114(31.65)

RR(/min)

26.00(10.79)

31.00(15.83)

A-aDO2(mmHg)

101.00(43.77)

100.00(86.76)

PH

7.35(0.13)

7.36(0.11)

Na(mmol/L)

140.00(5.85)

138.00(6.49)

K(mmol/L)

4.40(1.16)

4.30(1.20)

BUN(mg/dl)

26.00(26.08)

24.00(23.88)

Ht(%)

29.20(7.43)

31.90(7.43)

WBC(*109/L)

11.50(14.59)

12.4(10.34)

GCS(15-GCS)

1.00(2.51)

5.00(4.73)

  1. Figures represent median (standard deviation) for numerical variables, all values are calculated from all non-missing data, after removal of ineligible cases, and before imputation of missing data
  2. Abbreviations: APS Acute Physiology Score, T Temperature, MAP mean arterial pressure, HR Heart Rate, RR Respiratory Rate, A-aDO2 alveolar-arterial differences for O2, PH Potential of Hydrogen, Na Sodium, K Potassium, BUN Blood Urea Nitrogen, Ht Hematocrit, WBC White Blood Cell, GCS the Glasgow Coma Scale