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Table 1 Demographic characteristics of ED visits in CMUH and AUH

From: Machine learning–based triage to identify low-severity patients with a short discharge length of stay in emergency department

Variables

CMUH

AUH

N = 44,775

N = 16,047

Age, mean ± SD

45.65 ± 17.86

46.39 ± 18.21

Sex-female, No. (%)

26,185 (58.48)

8807 (54.88)

Body mass index, mean ± SD

23.76 ± 4.56

24.36 ± 4.49

Respiratory rate, mean ± SD

19.88 ± 1.24

18.45 ± 2.27

SBP (mmHg), mean ± SD

136.93 ± 23.50

138.33 ± 24.56

DBP (mmHg), mean ± SD

86.70 ± 16.05

80.17 ± 15.35

Heart rate (bpm), mean ± SD

89.36 ± 17.43

89.05 ± 18.39

Body temperature (℃), mean ± SD

36.95 ± 0.80

37.08 ± 0.87

Consciousness, No. (%)

  Alert (6)

44,616 (99.64)

15,987 (99.63)

  Voice (5)

100 (0.22)

41 (0.26)

  Pain (4)

41 (0.09)

12 (0.07)

  Unresponsive (1–3)

18 (0.04)

7 (0.04)

Tracheostomy, No. (%)

8 (0.02)

1 (0.01)

Drainage tube, No. (%)

16 (0.04)

1 (0.01)

Nasogastric tube, No. (%)

157 (0.35)

15 (0.09)

FOLEY catheter, No. (%)

209 (0.47)

24 (0.15)

Transferred, No. (%)

2212 (4.94)

515 (3.21)

  Hospitals

418 (0.93)

344 (2.14)

  Clinics

1685 (3.76)

153 (0.93)

  Nursing home

34 (0.08)

18 (0.11)

  Others

75 (0.17)

0 (0.00)

Arrival by ambulance, No. (%)

2364 (5.28)

377 (2.34)

Bed request, No (%)

3412 (7.62)

999 (6.22)

Comorbidity, No. (%)

  Diabetes mellitus

4963 (11.08)

1963 (12.23)

  Hypertension

8747 (19.54)

3544 (24.58)

  Unknown heart disease

3545 (7.92)

893 (5.56)

  Congestive heart failure

144 (0.32)

49 (3.05)

  Ischemic heart disease

417 (0.93)

50 (0.31)

  End-stage renal disease

672 (1.50)

262 (1.63)

  Liver cirrhosis

413 (0.92)

143 (0.89)

  COPD

155 (0.35)

85 (0.52)

  Cancer

2969 (6.63)

600 (3.74)

Pregnancy, No. (%)

801 (1.79)

173 (1.08)

ED visits over twice in a week, No. (%)

2930 (6.54)

1094 (6.82)

ED visits over 3 times in a month, No. (%)

1634 (3.65)

661 (4.12)

72-h ED return, No. (%)

1420 (3.17)

504 (3.14)

Common system of complaints, No. (%)

  Gastrointestinal-related

15,097 (33.72)

5199 (32.40)

  Neurological-related

7838 (17.51)

3186 (19.85)

  General

5247 (11.72)

2162 (13.47)

  Cardiovascular-related

4278 (9.55)

1460 (9.10)

  Urological-related

2978 (6.65)

1143 (7.12)

DLOS, No. (%)

4 h

10,789 (24.1%)

2778 (17.31)

   < 4 h

33,986 (75.9%)

13,269 (82.69)

  1. Abbreviation: SD Standard deviation, SBP Systolic blood pressure, DBP Diastolic blood pressure, COPD Chronic obstructive pulmonary disease, ED Emergency department, DLOS Discharge length of stay, CMUH China Medical University Hospital, AUH Asia University Hospital