{"id":"W4412935797","doi":"10.1212/wnl.0000000000213964","title":"Anticoagulation Strategies Following Breakthrough Ischemic Stroke While on Direct Anticoagulants","year":2025,"lang":"en","type":"review","venue":"Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute; Population Health Research Institute","funders":"","keywords":"Medicine; Ischemic stroke; Stroke (engine); Intensive care medicine; Cardiology; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01776177,0.002018603,0.01035053,0.004156254,0.0004218344,0.003175491,0.001545781,0.001782235,0.002359775],"category_scores_gemma":[0.03291922,0.0008566027,0.03421979,0.003303432,0.0005773921,0.001130796,0.0008949426,0.001783109,0.0002357547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160783,"about_ca_system_score_gemma":0.002013082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350027,"about_ca_topic_score_gemma":0.006571819,"domain_scores_codex":[0.985344,0.008067546,0.003408516,0.001464366,0.001334284,0.0003812498],"domain_scores_gemma":[0.9771683,0.01614958,0.004658702,0.0008477814,0.0009173392,0.0002583374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007501282,0.00007655668,0.01073612,0.07872777,0.8810361,0.00006937154,0.00007735516,0.001142481,0.0001673512,0.0002260667,0.0005525378,0.0196871],"study_design_scores_gemma":[0.003545238,0.001200438,0.01021278,0.01185642,0.9695226,0.000150708,0.00005910107,0.000476062,0.00021035,0.0008451975,0.00188863,0.00003245085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02657989,0.9693711,0.001089022,0.0005230344,0.0004741789,0.0002525189,0.0006939452,0.00003620044,0.0009801884],"genre_scores_gemma":[0.6505933,0.3416238,0.003085734,0.001643733,0.0008322034,0.0004903716,0.001297448,0.00003527609,0.0003981581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01776177,"threshold_uncertainty_score":0.0939343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943589911387452,"score_gpt":0.3357185126808005,"score_spread":0.296282613566926,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}