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Table 1 The demographics of patients

From: Machine-learning-based models for the optimization of post-cervical spinal laminoplasty outpatient follow-up schedules

 

Total (n = 80)

PASS = 1 (n = 63)

PASS = 0 (n = 17)

p value

Age

(mean, std)

58.76 ± 10.10

57.05 ± 9.38

65.12 ± 10.41

0.008

Sex

Male :48 (60.0%)

Female: 32 (40.0%)

Male: 36 (57.1%)

Female: 27 (42.9%)

Male: 12 (70.6%)

Female: 5 (29.4%)

0.315

BMI

(mean, std)

25.78 ± 3.53

26.17 ± 3.42

24.32 ± 3.65

0.072

DM

Yes: 16 (20.0%)

No: 64 (80.0%)

Yes: 13 (20.6%)

No: 50 (79.4%)

Yes: 3 (17.6%)

No: 14 (82.4%)

0.785

Smoking

Yes: 12 (15.0%)

No: 68 (85.0%)

Yes :8 (12.7%)

No: 55 (87.3%)

Yes: 4 (23.5%)

No: 13 (76.5%)

0.267

OA1

1:6 (7.5%)

2:19 (23.8%)

3:55 (68.8%)

1:5 (7.9%)

2:15 (23.8%)

3:43 (68.3%)

1:1 (5.9%)

2:4 (23.5%)

3:12 (70.6%)

0.958

CCI

(mean, std)

1.80 ± 1.30

1.62 ± 1.18

2.47 ± 1.50

0.042

Preop. Ambulation2

1:19 (23.8%)

2:55 (68.8%)

3:6 (7.5%)

1:16 (25.4%)

2:41 (65.1%)

3:6 (9.5%)

1:3( 17.6%)

2:14 (82.4%)

3:0 (0.0%)

0.281

Diagnosis

Stenosis: 3 (3.8%)

Myelopathy: 77 (96.3%)

Stenosis: 1 (1.6%)

Myelopathy: 62 (98.4%)

Stenosis: 2 (11.8%)

Myelopathy: 15 (88.2%)

0.050

HIS

Yes: 77 (96.3%)

No: 3 (3.8%)

Yes: 60 (95.2%)

No: 3 (4.8%)

Yes: 17 (100.0%)

No: 0 (0.0%)

0.359

SES

Yes: 24 (30.0%)

No: 56 (70.0%)

Yes: 19 (30.2%)

No: 44 (69.8%)

Yes: 5 (29.4%)

No: 12 (70.6%)

0.952

Postop. 1 month ambulation3

Nulls: 3 (3.8%)

1:28 (35.0%)

2:46 (57.5%)

3:3 (3.8%)

Nulls: 3 (4.8%)

1:23 (36.5%)

2:34 (54.0%)

3:3 (4.8%)

Nulls: 0 (0.0%)

1:5 (29.4%)

2:12 (70.6%)

3:0 (0.0%)

0.484

JOA score preop (mean, std)

11.18 ± 3.28

11.90 ± 2.77

8.47 ± 3.66

0.002

1 month

(mean, std)

14.10 ± 2.21

14.60 ± 1.73

12.24 ± 2.80

0.003

3 months

(mean, std)

14.92 ± 1.76

15.37 ± 1.38

13.24 ± 2.02

0.001

6 months

(mean, std)

15.01 ± 1.75

15.56 ± 1.34

13.00 ± 1.66

0.000

12 months

(mean, std)

15.23 ± 1.75

15.83 ± 0.99

13.00 ± 2.15

0.000

24 months

(mean, std)

15.14 ± 2.42

16.08 ± 0.81

12.65 ± 1.50

0.000

  1. 1 Occupational activity; 1: high, 2: intermediate, 3: low
  2. 2 Preop. Ambulation; 1: fully ambulant, 2: ambulant with an aid, 3: no outdoor self-walking
  3. 3 Postop. 1 month ambulation; Null: no data, 1: fully ambulant, 2: ambulant with an aid, 3: no outdoor self-walking
  4. Abbreviations: BMI: body mass index; CCI: Charlson comorbidity index; DM: diabetes mellitus; HIS: presence of high signal intensity in T2-weighted magnetic resonance imaging; OA: Occupational Activity; PASS: patient acceptable symptom state; SES: presence of snake eye sign; std: standard deviation