Step 6: Validation and testing: multiple mutually exclusive samples of ED cases along with synthetic/real positive BTA cases were utilized to perform 10-fold cross-validation as well as testing to generate statistical measures such as positive predicted value, negative predicted value, sensitivity, specificity, accuracy and receiver operating characteristic curve (ROC) for each BTA.