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 7

Single-factor analysis of hypothermia during anesthesia recovery.

GroupNormal body temperature group ()Hypothermia group ()

ASA grading
 I & II321 (90.17)237 (97.13)10.7800.001
 III & IV35 (9.83)7 (2.87)
Anesthetic mode
 Intraspinal anesthesia344 (96.63)205 (84.02)29.612≤0.001
 General anesthesia12 (3.37)39 (15.98)
Room temperature (°C)
 22-23135 (37.92)103 (42.21)1.1140.291
 >24221 (62.08)141 (57.79)
Infusion volume (mL)
 ≤1000204 (57.30)95 (38.93)19.539≤0.001
 >1000152 (42.70)149 (61.07)
Blood transfusion
 Yes64 (17.98)90 (36.89)27.127≤0.001
 No292 (82.02)154 (63.11)
Vasoactive drugs
 Use152 (42.70)123 (50.41)3.4690.062
 Not used204 (57.30)121 (49.59)
Operation time
 <60 min284 (79.78)155 (63.52)19.473≤0.001
 ≥60 min72 (20.22)89 (36.48)