def risk_reduction(model, data_treatment, data_control):
    """Compute predicted risk reduction for each row in data"""
    treatment_risk = model.predict_proba(data_treatment)[:, 1]
    control_risk = model.predict_proba(data_control)[:, 1]
    return control_risk - treatment_risk