Table 1 Demographic, induction of labour and delivery outcome data for women who delivered vaginally vs. unplanned caesarean.

From: Ensemble learning for fetal ultrasound and maternal–fetal data to predict mode of delivery after labor induction

 

Vaginal delivery

Cesarean delivery

p-value

Demographic data

 Maternal age in years (mean, SD)

31.8 (± 5.7)

33.1 (± 5.7)

0.003

 Maternal height in cm (mean, SD)

163.7 (± 5.9)

161.7 (± 6.2)

 < 0.001

 Nuliparity (n, %)

294 (62.2%)

166 (67.8%)

 < 0.001

 Previous CS (n, %)

39 (6.9%)

56 (23.2%)

 < 0.001

 Body mass index (kg/m2, SD)a

30.6 (± 4.9)

32.2 (± 5.3)

 < 0.001

US data

 EFW in grams (mean, SD)

1832.9 (± 247.3)

1885.3 (± 245.9)

0.008

 HC in mm (mean, SD)

289.9 (± 12.6)

292.6 (± 12.7)

0.006

 BPD in mm (mean, SD)

80.8 (± 4.1)

81.7 (± 3.8)

0.005

 AC in mm (mean, SD)

277.4 (± 15.2)

281.3 (± 14.6)

0.001

 FL in mm (mean, SD)

60.0 (± 2.9)

60.0 (± 2.8)

0.935

IOL data

 IOL method (n, %)b

  

 < 0.001

  Misoprostol

279 (49.6%)

73 (29.8%)

 < 0.001

  Dinoprostone

257 (45.6%)

162 (66.1%)

 < 0.001

  Foley catheter

12 (2.1%)

6 (2.4%)

0.983

  Oxitocin

9 (1.6%)

3 (1.2%)

0.930

 Gestational age at IOL (mean, SD)

39.9 (± 1.1)

40.1 (± 1.0)

0.019

Indication for labour induction

 Post term pregnancy (n, %)

257 (45.6%)

131 (53.5%)

0.049

 Premature rupture of membranes (n, %)

35 (6.2%)

20 (8.2%)

0.391

 Gestational diabetes mellitus (n, %)

50 (8.9%)

17 (6.9%)

0.435

 Intrahepatic cholestasis (n, %)

3 (0.5%)

1 (0.4%)

1.0

 Oligohydramnios (n, %)

33 (5.9%)

12 (4.9%)

0.702

 Hypertensive disorders (n, %)

14 (2.5%)

13 (5.3%)

0.066

 Preeclampsia (n, %)

18 (3.2%)

9 (3.7%)

0.894

 Maternal pathology (n, %)

34 (6.0%)

11 (4.5%)

0.474

 Fetal pathology (n, %)

8 (1.4%)

2 (0.8%)

0.713

 Assisted reproduction (n, %)

7 (1.2%)

8 (3.3%)

0.094

 Other (n, %)

104 (18.5%)

21 (8.6%)

0.01

 BISHOP

  

 < 0.001

  0–3 (n, %)

425 (75.5%)

225 (91.8%)

 < 0.001

  4–5 (n, %)

123 (21.8%)

19 (7.8%)

 < 0.001

  6 (n, %)

15 (2.7%)

1 (0.4%)

0.066

 Time until delivery h (mean, SD)

20.1 (± 13.7)

28.9 (± 16.8)

 < 0.001

Delivery data

 Mode of delivery (%)

563 (69.7%)

245 (30.3%)

 

  Eutocic delivery

308 (54.7%)

  Vaginal instrumental delivery

255 (45.3%)

 Cesarean section indications

   

  FHR abnormality

74 (30.2%)

  Failed induction

59 (24.1%)

  Labour dystocia

105 (42.9%)

Neonatal outcome data

 Neonatal birthweight (grams, SD)

3330.2 (± 418.3)

3498.7 (± 428.7)

 < 0.001

 5-min Apgar Score ≤ 7 (%)

7 (1.2%)

2 (0.8%)

0.867

 Neonatal intensive care admission (%)

10 (1.8%)

4 (1.6%)

1.0

  1. aThere were 19 missing values on the VD group and 15 missing values in the CS group concerning body mass index.
  2. bThere were 6 missing values on the VD group and 1 missing value in the CS group concerning IOL method.
  3. Significant values are in bold.