A large-scale study of 144,969 Medicare beneficiaries reveals that initial anticoagulant prescriptions for atrial fibrillation may not reduce ischemic stroke risk in patients over 66, while significantly increasing major bleeding hazards, suggesting a need for more nuanced, individualized clinical decision-making.