{"id":"W3205673507","doi":"10.1007/s11739-021-02866-x","title":"Perioperative management of antithrombotic therapy: a case-based narrative review","year":2021,"lang":"en","type":"review","venue":"Internal and Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Perioperative; Antithrombotic; Intensive care medicine; Atrial fibrillation; Warfarin; Acute coronary syndrome; Anticoagulant; Anesthesia; Surgery; Cardiology; Myocardial infarction","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":[0.001059201,0.0007105299,0.001523564,0.004324672,0.0004269679,0.001794542,0.000839686,0.001158502,0.002476015],"category_scores_gemma":[0.006978898,0.0003295992,0.001168571,0.004243714,0.0005182336,0.001641774,0.0008884374,0.000967301,0.0004093526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007481371,"about_ca_system_score_gemma":0.002825096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476061,"about_ca_topic_score_gemma":0.004876604,"domain_scores_codex":[0.999138,0.000174687,0.0003665546,0.0001213615,0.0001532255,0.0000461877],"domain_scores_gemma":[0.9958008,0.003030777,0.0008141867,0.00004307898,0.0002441955,0.0000669939],"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":[0.0002460526,0.00009303768,0.004941349,0.4581118,0.002015757,0.006973844,0.001119823,0.0003829967,0.001164991,0.004152677,0.03591503,0.4848827],"study_design_scores_gemma":[0.00009785053,0.0001688852,0.009909493,0.5213348,0.01013661,0.03681023,0.001842763,0.0002777397,0.0005819746,0.002813794,0.4158789,0.000146996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005763942,0.998185,0.0001255625,0.0003618299,0.0001157418,0.00002805223,0.0001011347,0.000003468601,0.000502752],"genre_scores_gemma":[0.004279139,0.994697,0.0002617714,0.0004432158,0.0001321032,0.00002454072,0.00007401256,0.000001589871,0.00008661646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004324672,"threshold_uncertainty_score":0.008283079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2126778242717528,"score_gpt":0.4724937879463059,"score_spread":0.2598159636745531,"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."}}