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Table 2 Baseline characteristics of the included patients

From: Natural language processing diagnosed behavioural disturbance phenotypes in the intensive care unit: characteristics, prevalence, trajectory, treatment, and outcomes

 

No disturbance (n = 1495)

Agitated (n = 225)

Non-agitated (n = 544)

Combined (n = 667)

p value

Age, years

63.1 (51.1–73.2)

55.2 (42.3–67.3)

68.1 (56.6–78.0)

63.5 (49.4–74.3)

< 0.001

Male gender—no. (%)

873 (58.6)

146 (65.2)

332 (61.0)

413 (61.9)

0.175

Body mass index (kg/m2)

28.3 (24.5–33.2)

27.9 (24.4–32.0)

27.5 (22.8–32.3)

27.1 (23.2–31.8)

0.369

APACHE III

44 (33–58)

50 (34–66)

57 (43–71)

61 (46–77)

< 0.001

ANZROD

1.8 (0.6–5.7)

3.0 (0.9–9.1)

4.5 (1.4–16.1)

7.0 (2.2–20.3)

< 0.001

Type of admission—no. (%)

    

< 0.001

 Medical

709 (47.4)

144 (64.0)

328 (60.3)

447 (67.0)

 

 Elective surgery

460 (30.8)

34 (15.1)

108 (19.9)

83 (12.4)

 

 Urgency surgery

326 (21.8)

47 (20.9)

108 (19.9)

137 (20.5)

 

Planned admission—no. (%)

514 (34.4)

46 (20.4)

121 (22.2)

112 (16.8)

< 0.001

MET call admission—no. (%)

244 (16.3)

37 (16.4)

121 (22.2)

137 (20.5)

0.007

Cardiac arrest—no. (%)

24 (1.6)

7 (3.1)

7 (1.3)

22 (3.3)

0.025

Acute renal failure—no. (%)

16 (1.1)

8 (3.6)

11 (2.0)

35 (5.3)

< 0.001

Admission diagnosis—no. (%)

    

< 0.001

 Cardiovascular

486 (32.5)

59 (26.2)

136 (25.0)

155 (23.2)

 

 Gastrointestinal

258 (17.3)

30 (13.3)

93 (17.1)

119 (17.8)

 

 Gynaecological

6 (0.4)

1 (0.4)

0 (0.0)

1 (0.1)

 

 Haematological

22 (1.5)

0 (0.0)

6 (1.1)

2 (0.3)

 

 Metabolic

91 (6.1)

29 (12.9)

25 (4.6)

62 (9.3)

 

 Musculoskeletal

47 (3.1)

0 (0.0)

8 (1.5)

13 (1.9)

 

 Neurological

84 (5.6)

21 (9.3)

64 (11.8)

102 (15.3)

 

 Renal and genitourinary

98 (6.6)

6 (2.7)

29 (5.3)

20 (3.0)

 

 Respiratory

219 (14.6)

45 (20.0)

69 (12.7)

100 (15.0)

 

 Sepsis

145 (9.7)

28 (12.4)

90 (16.5)

62 (9.3)

 

 Trauma

39 (2.6)

6 (2.7)

24 (4.4)

31 (4.6)

 

ICU source of admission—no. (%)

    

< 0.001

 Emergency department

362 (24.2)

86 (38.2)

151 (27.8)

214 (32.1)

 

 Operating room

778 (52.0)

81 (36.0)

215 (39.5)

218 (32.7)

 

 Other hospital (not ICU)

119 (8.0)

17 (7.6)

49 (9.0)

65 (9.7)

 

 Other hospital ICU

13 (0.9)

4 (1.8)

7 (1.3)

32 (4.8)

 

Ward

221 (14.8)

35 (15.6)

120 (22.1)

136 (20.4)

 

 Other

2 (0.1)

2 (0.9)

2 (0.4)

2 (0.2)

 

Co-existing disorders—no. (%)

     

 Diabetes

320 (21.4)

37 (16.4)

122 (22.4)

144 (21.6)

0.298

 Chronic lung disease

190 (12.7)

25 (11.1)

82 (15.1)

82 (12.3)

0.380

 Chronic cardiovascular disease

68 (4.5)

7 (3.1)

31 (5.7)

39 (5.8)

0.273

 Cirrhosis

88 (5.9)

14 (6.2)

60 (11.0)

79 (11.8)

< 0.001

 Chronic kidney disease

157 (10.5)

24 (10.7)

85 (15.6)

81 (12.1)

0.019

 Chronic immune disease

14 (0.9)

2 (0.9)

4 (0.7)

11 (1.6)

0.435

 Immunosuppression

141 (9.4)

22 (9.8)

63 (11.6)

58 (8.7)

0.382

 Liver failure

11 (0.7)

4 (1.8)

5 (0.9)

7 (1.0)

0.408

 Lymphoma

14 (0.9)

2 (0.9)

14 (2.6)

2 (0.3)

0.003

 Metastatic cancer

78 (5.2)

10 (4.4)

22 (4.0)

17 (2.5)

0.037

 Leukemia

39 (2.6)

4 (1.8)

15 (2.8)

16 (2.4)

0.908

Organ support—no. (%)

     

 ECMO

2 (0.1)

0 (0.0)

1 (0.2)

6 (0.9)

0.039

 Vasopressor or inotropes

588 (39.7)

130 (57.8)

248 (46.0)

447 (67.6)

< 0.001

 Invasive ventilation

544 (36.7)

151 (67.1)

216 (40.1)

448 (67.7)

< 0.001

 Non-invasive ventilation

87 (5.9)

14 (6.2)

40 (7.4)

58 (8.8)

0.093

 Renal replacement therapy

32 (2.2)

15 (6.7)

32 (5.9)

109 (16.5)

< 0.001

Laboratory tests

     

 pH

7.39 (7.35–7.43)

7.38 (7.33–7.43)

7.40 (7.35–7.44)

7.38 (7.32–7.44)

0.010

 PaO2/FiO2

319 (243–395)

307 (210–376)

301 (223–372)

264 (164–357)

< 0.001

 PaCO2 (mmHg)

40 (35–45)

40 (35–45)

39 (35–44)

40 (35–46)

0.153

 Lactate (mmol/L)

1.9 (1.3–2.8)

2.4 (1.6–3.7)

2.2 (1.6–3.3)

2.4 (1.7–3.7)

< 0.001

 Highest creatinine (µmol/L)

85.0 (67.0–122.0)

83.0 (65.5–121.0)

103.0 (74.8–158.2)

101.0 (68.0–167.0)

< 0.001

 Lowest platelet, × 109/L

184 (131–253)

181 (134–258)

171 (116–246)

173 (115–239)

0.001

Vital signs

     

 Lowest MAP (mmHg)

66 (61–73)

66 (59–71)

64 (58–72)

64 (59–70)

< 0.001

 Highest RR (breaths/min)

20 (18–25)

20 (17–26)

22 (18–28)

20 (17–25)

< 0.001

 Highest temperature (°C)

37.2 (36.7–37.5)

37.1 (36.6–37.6)

37.2 (36.7–37.6)

37.3 (36.8–37.8)

0.002

 Urine output (mL)

1527 (1080–2100)

1570 (1142–2184)

1480 (1055–2053)

1490 (1010–2175)

0.193

  1. Data are median (IQR) or N (%)
  2. APACHE acute physiology and chronic health evaluation, MET medical emergency team, ICU intensive care unit, ECMO extracorporeal membrane oxygenation, MAP mean arterial pressure, RR respiratory rate