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Table 1 Patient Characteristics (n = 336)

From: Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department

 

Labels

Appendicitis (n = 167)

Other AAP causes (n = 169)

P value

ED Intake

Age

 

33

(18.5–51.5)

50

(27.0–68.0)

0.000

Sex

Male

43%

36%

0.274

Female

57%

64%

Referrer

Primary Care Physician

74%

57%

0.001

Self-referral

21%

37%

0.001

Hospital

3%

2%

0.750

Ambulance

1%

2%

0.371

Other Facility

0%

1%

1.000

Not reported

2%

1%

0.370

Pain Rating

 

6

(3.5–8.0)

6

(4.0–8.0)

0.227

Vital Signs

Temperature [°C]

 

37.3

(36.9–37.7)

37.0

(36.6–37.3)

0.000

Mean Arterial Pressure [mmHg]

 

93

(85–100)

100

(90–109)

0.000

Heart Rate [bpm]

 

82

(74–96.5)

85

(74–99)

0.730

Saturation [O2]

 

99

(98–100)

98

(96–100)

0.004

Medical history

Development of complaints

Increase

36%

28%

0.375

Decrease

5%

9%

Unaltered

4%

4%

Combination

3%

4%

Not reported

52%

56%

Vomiting

 

56%

51%

0.272

Anorexia

 

37%

33%

0.515

Fever

 

19%

11%

0.083

Movement Pain

 

20%

10%

0.013

Transportation Pain

 

45%

28%

0.002

Pain Migration

RLQ

36%

5%

0.000

Flanks

0%

2%

0.122

Absent

1%

1%

1.000

Not reported

63%

91%

0.000

Pain Location

Right Lower Quadrant

37%

25%

0.033

Left Lower Quadrant

0%

2%

0.123

Right Upper Quadrant

1%

3%

0.448

Epigastric Region

4%

5%

1.000

Hypogastric Region

1%

1%

1.000

Periumbilical

16%

12%

0.344

Diffuse

8%

7%

0.540

Combination

26%

30%

0.596

Physical Examination

Pain Location

Right Lower Quadrant

38%

16%

0.000

Left Lower Quadrant

1%

3%

0.215

Right Upper Quadrant

1%

3%

0.215

Epigastric Region

0%

2%

0.248

Hypogastric Region

0%

1%

1.000

Periumbilical

4%

3%

0.767

Diffuse

10%

22%

0.003

Combination

31%

25%

0.276

Not Reported

26%

25%

1.000

McBurney’s Sign

Present

58%

15%

0.000

Rebound Tenderness

Present

38%

20%

0.000

Laboratory Test Results

C-Reactive Protein [mg/L]

 

49.0

(14–118)

20.5

(4–93.5)

0.000

Neutrophils [x10^9/L]

 

11.9 (± 4.9)

8.8 (± 4.7)

0.000

Leukocytes [x10^9/L]

 

14.7 (± 5.0)

11.7 (± 5.0)

0.000

Potassium [mmol/L]

 

3.8

(3.7–4.1)

4.1

(3.7–4.3)

0.001

Monocytes [x10^9/L]

 

0.7

(0.5–1)

0.6

(0.4–0.8)

0.000

Protein in Urine

+

11%

7%

0.196

++

4%

4%

+++

1%

1%

Negative

59%

53%

Trace

13%

17%

Not Reported

11%

20%