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Validation of CLOC Score
            Table 1: Baseline characteristics of the subjects
                                                                             Conversion to open
             Variables                           Subjects (n = 163)   Yes (n = 5)       No (n = 158)        p
               a
             Age , year                           51.06 ± 13.3       55.20 ± 17.2       50.93 ± 13.3       0.483
             Age-group b                                                                                   0.683
               <30                                  11 (6.7%)           0 (0%)           11 (100.0%)
               30–39                                23 (14.1%)          2 (8.7%)         21 (91.3%)
               40–69                               111 (68.1%)          1 (0.9%)        110 (99.1%)
               ≥70                                  18 (11.0%)          2 (3.1%)         16 (88.9%)
             Sex c                                                                                         0.261
               Female                              103 (63.2%)          2 (1.9%)        101 (98.1%)
               Male                                 60 (36.8%)          3 (5.0%)         57 (95.0%)
             Indication for surgical intervention c                                                        0.466
               Colicky pain (symptomatic gallstones)  144 (88.3%)       4 (2.8%)        140 (97.2%)
               Cholecystitis                        19 (11.7%)          1 (5.3%)         18 (94.7%)
               CBD stones                            0 (0%)             0 (0%)            0 (0%)
             Gallbladder wall thickness c                                                                  0.447
               Normal (<4 mm)                      145 (89.0%)          4 (2.8%)        141 (97.2%)
               Increased (≥4 mm)                    18 (11.0%)          1 (5.6%)         17 (94.4%)
             Common biliary duct diameter c                                                                0.018*
               Normal                              141 (86.5%)          2 (1.4%)        139 (98.6%)
               Dilated                              22 (13.5%)          3 (13.6%)        19 (86.4%)
             ASA classification b                                                                          0.054
               ASA = 1                              22 (13.5%)          0 (0%)           22 (100%)
               ASA = 2                             123 (75. 5%)         3 (2.4%)        120 (97.6%)
               ASA ≥ 3                              18 (11.0%)          2 (11.1%)        16 (88.9%)
                          b
             Duration of surgery , minutes        135.0 (70.0)       270.0 (62.5)      130.0 (70.0)       <0.001*
                                      c
                       b
            a Unpaired t-test;  Mann–Whitney test; Fisher’s test
            *Statistically significant difference (p <0.05)
            SD, standard deviation; IQR, interquartile range; data with normal distribution were expressed in mean ± SD; data with abnormal distribution were
            expressed in median (IQR)
            Table 2: Difference in proportion between CLOC risk score and rate of   biliary duct dilation who had laparoscopic cholecystectomy had 10.97
            conversion                                         times higher risk for conversion to open cholecystectomy.
                                   Conversion
                                                               ROC Curve Analysis
             CLOC score    Yes    %      No      %       p     Analysis using ROC curve was performed to obtain the optimal
             Low-risk (≤6)  1     0.8    125    99.2           cut-off score that may accurately predict the risk of conversion in
                                                       0.010*
             High-risk (>6)  4   10.8     33    89.2           RSCM patients. The cut-off score obtained was a CLOC score of 6.5,
                                                               with a sensitivity of 80.0% and a specificity of 79.1%.
             Total         5      3.1    158    96.9
                                                                  The AUC was 78.8% (95% CI: 58.2–99.4%; p = 0.029). Statistically,
            Fisher’s exact test                                the CLOC score had a significant difference compared with the
            *Statistically significant result (p <0.05)        reference line due to a p value of <0.05 and the confidence interval
                                                               values which did not cross 50%. Clinically, an AUC of 78.8% was
            after the sixth step, and the other five variables were eliminated.   considered fairly significant because researcher aimed for the
            The results of logistic regression analysis were shown in Table 3.  minimal AUC value of 70%. Therefore, it was concluded that there
               Based on the logistic regression model in Table 3, the p value of   was a significant association between CLOC score with the rate of
            diameter coefficient was less than 0.05 and the confidence interval of   conversion, both statistically and clinically (Fig. 1).
            the odds ratio did not cross the number 1. It was, therefore, concluded
            that the diameter variable was significantly associated with the risk of   CLOC Score and Duration of Surgery
            conversion in RSCM patients. In addition, this result was considered   The results of nonparametric Mann–Whitney test showed that the
            clinically significant; with an OR of 10.974, patients with common   median duration of surgery in the low-risk group was significantly



                                                        World Journal of Laparoscopic Surgery, Volume 15 Issue 2 (May–August 2022)  159
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