Table 2 Descriptive features for gestational diabetes mellitus prediction.

Numerical

Mean (SD)

Mean (SD)

Gestational Age (Weeks)

14.94 (1.66)

14.76 (1.62)

Maternal Age (Years)

32.35 (4.44)

33.80 (3.98)

Pobal HP Deprivation Index

6.07 (11.30)

7.11 (10.83)

Parity

0.71 (0.90)

0.91 (1.02)

Height (m)

1.64 (0.07)

1.64 (0.07)

Weight (kg)

78.71 (10.72)

81.72 (10.86)

Body Mass Index (BMI) (kg/m\(^2\))

29.06 (3.21)

30.23 (3.67)

Mid Upper Arm Circumstance (MUAC) (cm)

30.90 (2.47)

31.33 (2.47)

White Cell Count (\(10^9\)/L)

8.64 (1.89)

9.28 (1.72)

Fasting Glucose (mmol/L)

4.50 (0.29)

4.87 (0.38)

Insulin (mU/L)

8.99 (4.03)

11.11 (5.36)

C-peptide (ng/mL)

1.38 (0.58)

1.79 (0.93)

Total Cholesterol (mmol/L)

5.45 (0.94)

5.20 (0.88)

High-Density Lipoprotein (HDL) Cholesterol (mmol/L)

1.52 (0.43)

1.48 (0.45)

Low-Density Lipoprotein (LDL) Cholesterol (mmol/L)

3.30 (0.91)

3.06 (0.88)

Triglycerides (mmol/L)

1.39 (0.49)

1.45 (0.48)

Complement Component 3 (C3) (mg/dL)

156.04 (26.02)

166.88 (28.16)

C-Reactive Protein (CRP) (mg/L)

3.06 (7.12)

6.11 (16.22)

Leptin (ng/mL)

40.98 (19.36)

46.71 (24.72)

Adiponectin (\(\mu\)g/mL)

17.55 (9.87)

12.39 (5.67)

Categorical

Number (%)

Number (%)

Ethnicity

   White Irish

312 (75.54)

49 (69.01)

   Other White

66 (15.98)

12 (16.90)

   Black

5 (1.21)

0 (0)

   Chinese

5 (1.21)

2 (2.82)

   Other Asian

11 (2.66)

4 (5.63)

   Mixed

5 (1.21)

2 (2.82)

   Not Specified

9 (2.18)

2 (2.82)

Education

   Level 1: No schooling

0 (0)

0 (0)

   Level 2: Primary school education only

0 (0)

0 (0)

   Level 3: Some secondary education only

10 (2.42)

1 (1.41)

   Level 4: Complete secondary education only

48 (11.62)

7 (9.86)

   Level 5: Some third degree education only

84 (20.34)

17 (23.94)

   Level 6: Complete third degree education

262 (63.44)

43 (60.56)

Family History of Diabetes Mellitus (DM)

   1: Yes

78 (18.89)

26 (36.62)

   2: No

328 (79.42)

45 (63.38)