Fig. 5.
SHAP values for troponin I lab test, atorvastatin, and high- and low-dose albuterol medications. A A positive test for troponin I is associated with higher risk of asthma exacerbation. B–D Patients taking atorvastatin or low-dose albuterol were less likely to report an asthmatic attack in the following 6 months. Patients taking high-dose albuterol were positively associated with future asthmatic events. Lab laboratory test result; Med patients were taking or not the medication during the check-in or hospitalization; SHAP SHapley Additive exPlanations