Fig. 1: Frequency-weighted feature group rankings based on the top 20 extracted features.

The normalized rankings of combined feature groups used in models for pediatric a sepsis, b severe sepsis, and c septic shock, weighted by how often each feature group appeared within the three endpoints and listed from highest (top) to lowest (bottom) median value. The individual features included within the developed categorizations are available in Supplementary Data 2. The data contained in this graph is from 17 articles and 29 models reporting ranked features for pediatric sepsis, severe sepsis, and septic shock endpoints, with some models including more than one sepsis-related endpoint.