Presenting machine learning model information to clinical end users with model facts labels

摘要

This “Model Facts” label provides relevant information about a sepsis prediction model to clinical end users who use the model to assist with clinical diagnosis of sepsis. AUC Area Under the ROC Curve, PPV Positive Predictive Value, DOI Digital Object Identifier, EHR Electronic Health Record, ED Emergency Department.