The primary goal of this study was to develop a prediction model for complicated appendicitis in a patient cohort that underwent appendectomy at a tertiary teaching facility without the use of sectional imaging and to compare its predictive potential to the Atema score and C-reactive protein (CRP) alone. Here, CRP is linked to appendicitis.