The following predictors were selected in >5% of bootstrap resamples: peritonitis, CRP, body temperature, WBC count, neutrophil percentage, appendix diameter, appendix perfusion, weight, age, bowel wall thickening, height, AS, BMI, ileus, appendix layer structure, PAS, erythrocytes in urine, and target sign. This evidence concerns the gene CRP and peritonitis.