Fig. 1: Structure of the antibiotic decision-making algorithm.

Structure of the antibiotic decision-making algorithm (ADA)—the algorithm calculates probabilities of antibiotic treatment outcomes, weights them by importance to expert clinicians, then applies a safety mechanism for patients with severe illness. Created in BioRender. Howard, A. (2025) https://BioRender.com/pztvhdk.