03 June 2025 : Clinical Research
Establishment and Application of a Grading Management Model for Laparoscopic Cholecystectomy
Nannan Zhang ABDEFG 1, Jinxing Guo G 1*, Gang Wu BG 2, Xiaodong Li CD 1, Yuanhua Chen CD 1, Yuchen Fang CD 1DOI: 10.12659/MSM.947950
Med Sci Monit 2025; 31:e947950
Figure 1 Receiver operating characteristic (ROC) curve for the final logistic regression model. The predictive model, based on the formula P=ey/(1+ey), incorporates various clinical factors such as temperature, number of episodes, gallbladder wall thickness, stone impaction in the gallbladder neck, common bile duct diameter, and surgeon experience. The ROC curve analysis yielded an area under the curve of 0.893 with a 95% confidence interval of 0.871–0.914. At the optimal threshold point (closest to the upper left corner of the ROC curve), the sensitivity is 0.795 and specificity is 0.849.