**True Positive:** Model identifies a disease. Patient receives treatment early. - **False Positive:** Model says a healthy patient has the disease. Patient undergoes unnecessary additional tests and experiences anxiety. - **True Negative:** Model correctly identifies a healthy patient. No unnecessa