FIG 2.

The riskExplorer web application. riskExplorer provides the model explanation of the predicted patient-specific probability of a potentially preventable acute care visit (PPACV) within 6 months of starting antineoplastic therapy. The top 10 features that contribute most to risk are displayed. A green bar indicates a coefficient that reduces risk. A red bar indicates a coefficient that increases risk. The bar length indicates the strength of the prediction. CareQ/NHA, patient-reported nursing clinical assessment completed at the patient’s initial visit; ECOG, Eastern Cooperative Oncology Group.