{"id":"W4407946848","doi":"10.1016/s0140-6736(25)00366-6","title":"Towards definitive evidence about anticoagulation for atrial fibrillation after intracranial haemorrhage","year":2025,"lang":"en","type":"letter","venue":"The Lancet","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Atrial fibrillation; Medicine; Intracranial haemorrhage; Cardiology; Intracranial bleeding; Internal medicine; Stroke (engine); Intracranial Hemorrhages; Complication","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":[0.02102505,0.001101773,0.003392879,0.002002128,0.004212772,0.01001276,0.003664655,0.1074146,0.009984419],"category_scores_gemma":[0.1607257,0.001172802,0.002011353,0.001869589,0.007317109,0.008326257,0.00384248,0.07856896,0.0105472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006684519,"about_ca_system_score_gemma":0.01167386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057467,"about_ca_topic_score_gemma":0.00906079,"domain_scores_codex":[0.9797367,0.008408001,0.003466937,0.001499581,0.005403431,0.001485271],"domain_scores_gemma":[0.8365746,0.1236915,0.008989234,0.002905915,0.01392531,0.01391338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002391882,0.00004485949,0.0005049721,0.0003164836,0.00008822165,0.0006373971,0.0001660853,0.00005479839,0.0001542836,0.006025646,0.9782306,0.01353747],"study_design_scores_gemma":[0.001612206,0.0001796863,0.002161975,0.004345155,0.00038335,0.001513425,0.0007806089,0.0006964877,0.0003593502,0.07728244,0.9105071,0.000178126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001219781,0.003279317,0.00005912971,0.9685938,0.02631228,0.000005120494,0.00005107938,0.000007912939,0.001569378],"genre_scores_gemma":[0.002408385,0.002023141,0.0001852588,0.9039805,0.08978253,0.00002551238,0.00003295266,0.00001637068,0.001545306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1074146,"threshold_uncertainty_score":0.1111924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159713672439689,"score_gpt":0.3667517792649145,"score_spread":0.2507804120209456,"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."}}