{"id":"W4389958874","doi":"10.1161/circ.148.suppl_1.14628","title":"Abstract 14628: Residual Stroke Risk Among Atrial Fibrillation Patients Treated With Warfarin or Novel Oral Anticoagulants: A Patient Level Meta-Analysis From Combine AF","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Warfarin; Internal medicine; Cardiology; Embolism","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":[0.01245284,0.00255689,0.01118278,0.002463677,0.0005103029,0.003682742,0.001690898,0.001931677,0.005202987],"category_scores_gemma":[0.02346195,0.001387725,0.04625112,0.003497291,0.0004943939,0.001349826,0.001448054,0.002149137,0.0006734469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204229,"about_ca_system_score_gemma":0.0009886548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004489115,"about_ca_topic_score_gemma":0.006579414,"domain_scores_codex":[0.9876662,0.008035057,0.00171925,0.001472486,0.0007802442,0.0003266759],"domain_scores_gemma":[0.9878413,0.008346162,0.00165263,0.001228238,0.0006930133,0.0002385953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006067273,0.00001662758,0.007697693,0.01643814,0.9650298,0.00007926028,0.00003037869,0.0006204373,0.0002956112,0.00007855121,0.0007758903,0.002870448],"study_design_scores_gemma":[0.001574233,0.0002204007,0.007061266,0.0007242171,0.9887974,0.00007394605,0.00001612515,0.0002983196,0.00007852801,0.0002114965,0.0009244393,0.0000196485],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09888087,0.8752707,0.008048807,0.00161343,0.00122112,0.0005735702,0.011293,0.0004927961,0.002605686],"genre_scores_gemma":[0.9116952,0.07344282,0.004388291,0.001721265,0.000785153,0.0008682414,0.005684851,0.0001911335,0.001223153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01245284,"threshold_uncertainty_score":0.06585771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785105090657435,"score_gpt":0.3321463388570491,"score_spread":0.1536358297913056,"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."}}