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
Table 2 Statistical results of factors in the final logistic regression model.
| Factor | Regression coefficient | Standard error | Wald χ2 | P | OR | 95% CI | |
|---|---|---|---|---|---|---|---|
| Body temperature ≥38.5°C | 1.093 | 0.159 | 47.034 | <0.001 | 2.983 | 2.182–4.076 | |
| Number of episodes ≥3 | 1 | 0.148 | 45.766 | <0.001 | 2.718 | 2.034–3.631 | |
| Maximum gallbladder wall thickness ≥5 mm | 1.768 | 0.15 | 138.289 | <0.001 | 5.859 | 4.364–7.867 | |
| Impacted gallbladder neck stone | 1.616 | 0.168 | 92.421 | <0.001 | 5.034 | 3.621–6.998 | |
| Common bile duct diameter ≥8 mm | 1.907 | 0.165 | 133.288 | <0.001 | 6.736 | 4.872–9.311 | |
| Surgeon’s experience | 51–200 cases | 1.258 | 0.19 | 43.739 | <0.001 | 3.518 | 2.423–5.107 |
| ≤50 cases | 2.342 | 0.206 | 129.289 | <0.001 | 10.406 | 6.949–15.582 | |






