Clinical Tools

Teaching and decision-support tools by Anthony Rosania, MD.

PE Workup Wells score, PERC rule, and D-dimer interval likelihood ratios (Kohn 2017) for a Bayesian post-test probability. Herd Immunity Simulator Agent-based SIR outbreak model: adjust R₀, vaccination coverage, and pathogen (measles, COVID-19, flu, Ebola, smallpox). GPT-2 Logit Lens What a language model "believes" at each of its 12 layers as it generates text.