{"id":"W2606132979","doi":"10.1097/aln.0000000000001631","title":"Management of Severe Bleeding in Patients Treated with Direct Oral Anticoagulants","year":2017,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto","funders":"","keywords":"Medicine; Rivaroxaban; Dabigatran; Apixaban; Prothrombin complex concentrate; Prospective cohort study; Major bleeding; Internal medicine; Prothrombin time; Anticoagulant; Warfarin; Gastroenterology; Anesthesia; Surgery; Atrial fibrillation","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":[],"consensus_categories":[],"category_scores_codex":[0.00009825552,0.00008758889,0.0003591069,0.00008627214,0.00005247768,0.000006603675,0.00008228515,0.00004850998,0.00003140819],"category_scores_gemma":[0.00001732944,0.00006110772,0.00003470126,0.00005124778,0.00006073918,0.00005908489,0.00003972491,0.00003266994,0.00001233319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001378311,"about_ca_system_score_gemma":0.000005151744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008879844,"about_ca_topic_score_gemma":0.000007616974,"domain_scores_codex":[0.999429,0.00002356137,0.00016226,0.0001497965,0.00009201762,0.0001433894],"domain_scores_gemma":[0.9995323,0.00002252484,0.0001327116,0.000255578,0.00003013971,0.0000267554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005809437,0.00001833163,0.9947561,0.00005482371,0.00008641529,0.0001064451,0.00002444742,0.000007436087,0.00001642108,0.0001676843,0.00003408629,0.004146887],"study_design_scores_gemma":[0.002583398,0.0004174424,0.9960964,0.0001025967,0.00009690721,0.000003387446,0.0000297642,0.00001847238,0.0001289812,0.0000206336,0.0004331047,0.0000689532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928798,0.00001410665,5.986489e-7,0.0001323467,0.00002853877,0.0002811376,5.929493e-7,0.00001682696,0.00664607],"genre_scores_gemma":[0.9986808,0.0000386238,0.0002578854,0.00003789268,0.00002568013,0.000001358988,0.00001526335,0.00000879646,0.0009336435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005801074,"threshold_uncertainty_score":0.24919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109672997276435,"score_gpt":0.3151423454596747,"score_spread":0.2640456154869103,"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."}}