Research Article

[Retracted] Prediction and Evaluation of Machine Learning Algorithm for Prediction of Blood Transfusion during Cesarean Section and Analysis of Risk Factors of Hypothermia during Anesthesia Recovery

Table 1

Clinical indicators.

TypesIndex

Patient informationAge, BMI, number of cesarean sections, number of pregnancies, gestational weeks, history of abortion
ComplicationUterine leiomyoma, abnormal liver function, abnormal renal function, hyperthyroidism or hypothyroidism, gestational diabetes, gestational hypertension, eclampsia, placental abruption, premature rupture of membranes, threatened uterine rupture
Ultrasound resultsFetal umbilical cord around neck, thickness of lower segment of anterior wall of uterus, amniotic fluid index, placenta previa, fetal heart before operation
Test resultsHb, PLT, APTT, PT, TT, FIB
Anesthesia and intraoperative factorsMode of anesthesia, ASA grade, operation time, placental adhesion, placental accreta, pelvic and abdominal adhesion, neonatal weight, uterine weakness