{"id":"W2010386763","doi":"10.1182/blood-2012-06-415943","title":"How I treat anticoagulated patients undergoing an elective procedure or surgery","year":2012,"lang":"en","type":"review","venue":"Blood","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":374,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Apixaban; Rivaroxaban; Dabigatran; Warfarin; Anticoagulant; Intensive care medicine; Bleed; Heparin; Fondaparinux; Surgery; Thrombosis; Atrial fibrillation; Venous thromboembolism; Internal medicine","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":[0.0008373401,0.0006933758,0.00154423,0.00134032,0.0002735385,0.0012531,0.0007518475,0.001601271,0.002839283],"category_scores_gemma":[0.002903905,0.0002795801,0.0008068583,0.001012721,0.0004256046,0.001470788,0.0004424854,0.001368876,0.001721328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264218,"about_ca_system_score_gemma":0.001769873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142491,"about_ca_topic_score_gemma":0.00401277,"domain_scores_codex":[0.9994932,0.0001328885,0.0001284744,0.00004632815,0.0001731044,0.00002598075],"domain_scores_gemma":[0.9994562,0.0002248943,0.0001823295,0.00001276505,0.0000934638,0.00003039373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005992322,0.00006540328,0.0004748109,0.04053528,0.0003519308,0.0001602368,0.00009063994,0.0001470101,0.0004829552,0.001231131,0.03521439,0.9211862],"study_design_scores_gemma":[0.0003253781,0.000256439,0.006903496,0.1182374,0.00132412,0.004912969,0.0005576164,0.0002194659,0.0006521522,0.006847519,0.8596942,0.00006921466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000205007,0.9943298,0.0002637352,0.002908175,0.0006323415,0.00003339416,0.00002933179,0.000009661699,0.001588539],"genre_scores_gemma":[0.001521851,0.9953082,0.0008607683,0.00153543,0.0003274426,0.00003152348,0.00002590406,0.000002376663,0.0003864832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002839283,"threshold_uncertainty_score":0.009498417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629927307855722,"score_gpt":0.3622595448043214,"score_spread":0.1992668140187492,"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."}}