{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003632519,0.0004387333,0.002847089,0.0001867981,0.00006467489,0.000003391544,0.0001009593,0.00009532135,0.006400538],"category_scores_gemma":[0.00006489117,0.0002608009,0.0005671167,0.0004831008,0.0001338974,0.00004253956,0.00007591619,0.0002196789,0.00001146529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004166261,"about_ca_system_score_gemma":0.00006905936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000695668,"about_ca_topic_score_gemma":0.000004911768,"domain_scores_codex":[0.9975694,0.00016945,0.001288205,0.0004237984,0.0003653669,0.0001837281],"domain_scores_gemma":[0.9987742,0.0000631299,0.0005055501,0.0003220297,0.0002107133,0.000124346],"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":[0.00005419495,0.00004194284,0.0002924188,0.2051389,0.003625243,0.002570818,0.0006587895,2.86371e-7,0.000001914925,0.000583573,0.01186009,0.7751718],"study_design_scores_gemma":[0.0008149205,0.0003994413,0.00003782879,0.1907841,0.003320884,0.0004311333,0.0004564584,0.000007412655,9.241673e-7,0.000003756425,0.8035541,0.0001890357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006623789,0.9917649,0.0001118311,0.001093366,0.000920989,0.001460307,0.000008694451,0.0000215649,0.004552082],"genre_scores_gemma":[0.00007113074,0.9890807,0.00015294,0.0001295283,0.0005338074,0.00002407762,0.0001061919,0.00003358285,0.009868013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.791694,"threshold_uncertainty_score":0.9999844,"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."}}