{"id":"W4238634136","doi":"10.1182/asheducation.v2012.1.517.3798536","title":"Pharmacologic tools to reduce bleeding in surgery","year":2012,"lang":"en","type":"article","venue":"Hematology","topic":"Blood transfusion and management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Tranexamic acid; Aprotinin; Fondaparinux; Thromboelastography; Thromboelastometry; Prothrombin complex concentrate; Recombinant factor VIIa; Hemostasis; Antithrombotic; Anesthesia; Bleeding diathesis; Aspirin; Antifibrinolytic; Rivaroxaban; Surgery; Coagulation; Thrombosis; Coagulopathy; Blood loss; Internal medicine; Warfarin; Platelet; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864058,0.0003923496,0.0003109768,0.0006201788,0.000261364,0.0004204094,0.0002754463,0.0003703269,0.005336233],"category_scores_gemma":[0.001276592,0.00007045467,0.0002792676,0.0002239282,0.000237607,0.0002555041,0.0003044528,0.001052567,0.0009583397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202203,"about_ca_system_score_gemma":0.0004346274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003163555,"about_ca_topic_score_gemma":0.0005977571,"domain_scores_codex":[0.9997943,0.00006870986,0.00002648716,0.0000136047,0.00007652897,0.00002041476],"domain_scores_gemma":[0.9996988,0.00007677508,0.0001039736,0.00001976286,0.00005587078,0.00004489463],"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":[0.001352045,0.002047865,0.005614391,0.00247881,0.0002522429,0.001563424,0.0001396409,0.0003961093,0.01907302,0.008291244,0.03316747,0.9256236],"study_design_scores_gemma":[0.003247638,0.01969369,0.1227385,0.00557057,0.000895713,0.01772471,0.0007699837,0.001840046,0.04282591,0.0226298,0.7619584,0.0001050734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1729685,0.574691,0.01953294,0.05528333,0.007382852,0.0007492562,0.0006584767,0.00110263,0.1676311],"genre_scores_gemma":[0.6653887,0.2458919,0.03441606,0.02024974,0.007320064,0.0006581445,0.0005379106,0.00009184394,0.02544555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005336233,"threshold_uncertainty_score":0.01785147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09205730864545487,"score_gpt":0.3541457574694164,"score_spread":0.2620884488239615,"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."}}