{"id":"W2182618557","doi":"10.1182/asheducation-2012.1.517","title":"Pharmacologic tools to reduce bleeding in surgery.","year":2012,"lang":"en","type":"review","venue":"PubMed","topic":"Blood transfusion and management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tranexamic acid; Aprotinin; Fondaparinux; Thromboelastometry; Thromboelastography; Prothrombin complex concentrate; Recombinant factor VIIa; Hemostasis; Antithrombotic; Anesthesia; Rivaroxaban; Bleeding diathesis; Aspirin; Surgery; Antifibrinolytic; 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":[0.0004059469,0.0008963741,0.001078821,0.002416697,0.0002454275,0.000733295,0.0006355697,0.0008016435,0.009578619],"category_scores_gemma":[0.0007934062,0.0002194314,0.0006716896,0.001489473,0.0003738774,0.0007694641,0.0004922572,0.001225525,0.003914738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603243,"about_ca_system_score_gemma":0.0008485391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209757,"about_ca_topic_score_gemma":0.002264241,"domain_scores_codex":[0.9997198,0.00005210487,0.00005364992,0.00003150167,0.000125964,0.0000169461],"domain_scores_gemma":[0.9997566,0.00008520533,0.0000720011,0.00001181227,0.00005717776,0.00001712878],"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":[0.00007522712,0.0001058189,0.0002281448,0.02504098,0.0001700059,0.0002087282,0.00003837454,0.00008823607,0.001095089,0.001750672,0.02537841,0.9458202],"study_design_scores_gemma":[0.0001398368,0.0002706954,0.003425121,0.01712686,0.000488801,0.00443836,0.0001199402,0.0001045532,0.000953319,0.00244825,0.9704562,0.00002798653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000998968,0.99766,0.00008122071,0.0002072839,0.0002064892,0.00001032323,0.00002696806,0.000008610668,0.001699225],"genre_scores_gemma":[0.00116699,0.996929,0.0002922523,0.0003442876,0.0002061426,0.00001556349,0.00004922206,0.000002143039,0.0009943765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009578619,"threshold_uncertainty_score":0.03204364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2842839745511613,"score_gpt":0.3721369696582777,"score_spread":0.08785299510711636,"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."}}