{"id":"W3000891578","doi":"10.1002/rth2.12285","title":"Perioperative interruption of direct oral anticoagulants and vitamin K antagonists in patients with atrial fibrillation: A comparative analysis","year":2020,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Medicine; Atrial fibrillation; Perioperative; Cohort; Retrospective cohort study; Confidence interval; Vitamin K antagonist; Internal medicine; Cohort study; Rivaroxaban; Apixaban; Surgery; Warfarin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005299067,0.0003794097,0.00129754,0.00172822,0.0001984961,0.000929157,0.0005194366,0.0005604936,0.001794382],"category_scores_gemma":[0.01126223,0.0002070843,0.003049473,0.00176653,0.0003097559,0.0006320959,0.0005256507,0.0003758087,0.000162672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331234,"about_ca_system_score_gemma":0.0005448787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000564907,"about_ca_topic_score_gemma":0.0007260321,"domain_scores_codex":[0.9963487,0.001468413,0.0009642323,0.0004483389,0.0005926834,0.0001776364],"domain_scores_gemma":[0.9899216,0.00458151,0.003650999,0.0005492312,0.0009015353,0.0003949266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03168533,0.0004963853,0.9007447,0.002787631,0.02567419,0.0003401432,0.0002221745,0.0002255131,0.0006153928,0.0002688501,0.0002883034,0.03665134],"study_design_scores_gemma":[0.005348065,0.02350105,0.9223579,0.001389079,0.03942855,0.002571567,0.0009225575,0.0009013682,0.0006802626,0.0003954552,0.002415375,0.000088782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594018,0.03888898,0.000386277,0.00008864049,0.0000714178,0.00007307978,0.0004053185,0.00000426207,0.0006802554],"genre_scores_gemma":[0.9902569,0.008245114,0.0004548875,0.00009855329,0.000141521,0.00007030011,0.0006620002,0.000002999573,0.00006777727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005299067,"threshold_uncertainty_score":0.02802444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3175697103735348,"score_gpt":0.4883587054438916,"score_spread":0.1707889950703568,"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."}}