title: Clinical and ultrasound parameters to predict the risk of cesarean delivery after induction of labor.
abstract: OBJECTIVE
  To evaluate whether factors in the maternal history and/or ultrasound parameters are useful in predicting the risk of cesarean delivery after induction of labor.
  
  
  METHODS
  Maternal age, height, body mass index, parity, gestational age, Bishop score, ultrasonic amniotic fluid volume, fetal head position, estimated fetal weight, and transvaginal cervical length were studied prospectively in 267 women at 36 or more weeks of gestation immediately before induction of labor. Logistic regression analysis was used to determine which factors best predicted the risk of cesarean delivery. Receiver operating characteristic curves and a resampling technique were used to evaluate the model's performance.
  
  
  RESULTS
  Eighty (30%) of these 267 women had cesarean delivery. Logistic regression was performed and a final model chosen, which included parity (odds ratio [OR] 20.56, 95% confidence interval [CI] 7.97-53.05, P < .001), body mass index (OR 6.17, 95% CI 2.10-18.13, P < .001), height (OR 0.94, 95% CI 0.89-0.98, P = .005), and ultrasonic transvaginal cervical length (OR 1.07, 95% CI 1.04-1.11, P < .001) as the best predictors of cesarean delivery. A risk score was calculated containing these 4 parameters, which predicted reasonably accurately the risk of cesarean delivery.
  
  
  CONCLUSIONS
  Parity, body mass index, height, and ultrasonic transvaginal cervical length are the most accurate parameters in predicting the risk of cesarean delivery after induction of labor. A predictive model using these would allow more accurate counseling and better informed consent in the decision-making process regarding induction of labor
  
  
  METHODS
  II-2.
authors.affiliation: Department of Obstetrics and Gynaecology, University College London Hospitals, UK.
authors.forename: Elisabeth
authors.initials: E
authors.lastname: Peregrine
authors.forename: Patrick
authors.initials: P
authors.lastname: O'Brien
authors.forename: Rumana
authors.initials: R
authors.lastname: Omar
authors.forename: Eric
authors.initials: E
authors.lastname: Jauniaux
mesh_terms: D000328:Adult; D002585:Cesarean Section / Q000706:statistics & numerical data*; D005260:Female; D006801:Humans; D007751:Labor, Induced; D011237:Predictive Value of Tests; D011247:Pregnancy; D011446:Prospective Studies; D012307:Risk Factors; D016216:Ultrasonography, Prenatal