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Table 1 Characteristics of diabetic patients in ICU

From: Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes

 

Mortality

(n = 1164)

Survival

(n = 8790)

Gender, No. (%)

  

 Male

658 (56.53)

5118 (58.23)

 Female

506 (43.47)

3672 (41.77)

Age, median (IQR), y

73.51 (63.16–80.36)

66.99 (57.35–76.23)

Race/ethnicity, No. (%)

  

 White non-hispanic

762 (65.46)

5879 (66.88)

 Black non-hispanic

117 (10.05)

1045 (11.89)

 Hispanic

39 (3.35)

382 (4.35)

 Asian

23 (1.98)

199 (2.26)

 Other

223 (19.16)

1285 (14.62)

Hospital LOS, median (IQR), d

6.27 (2.07–13.76)

7.29 (4.56–12.10)

Max subscores in the first 72 h, median (IQR)

  

 Respiration

2 (0–3)

0 (0–2)

 Coagulation

0 (0–1)

0 (0–1)

 Hepatic

0 (0–1)

0 (0–0)

 Cardiovascular

1 (1–4)

1 (1–1)

 Neurologic

3 (2–4)

2 (0–4)

 Renal

1 (0–2)

0 (0–1)

SAPS II, median (IQR)

50 (39–61)

33 (26–42)

APS III, median (IQR)

63.5 (48–81)

40 (31–53)

SOFA_mean in the first 7 days, median (IQR)

6.67 (4.33–9.4)

3 (1.71–4.67)

SOFA_median in the first 7 days, median (IQR)

7 (4–10)

3 (1.5–5)

  1. SOFA Sequential Organ Failure Assessment, IQR interquartile range, LOS length of stay, MODS multiple organ dysfunction syndrome, SAPS II Simplified Acute Physiology Score II, APS-III Acute Physiology Score III (APS) III