{"id":"W2973523395","doi":"10.1097/mat.0000000000001062","title":"Bivalirudin Experience in a Heterogeneous Ventricular Assist Device Population","year":2019,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Bivalirudin; Medicine; Ventricular assist device; Destination therapy; Partial thromboplastin time; Cardiology; Population; Heparin; Direct thrombin inhibitor; Thrombosis; Internal medicine; Warfarin; Heart transplantation; Heart failure; Transplantation; Surgery; Myocardial infarction; Atrial fibrillation; Percutaneous coronary intervention; Coagulation","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":[0.0005839189,0.0001296436,0.0002929695,0.0007237862,0.000295697,0.0007207182,0.0002608603,0.0002470924,0.000794646],"category_scores_gemma":[0.002402814,0.0000943751,0.0002339858,0.0008652432,0.0003070948,0.0003613573,0.0003952565,0.0003554835,0.0002103671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184656,"about_ca_system_score_gemma":0.0002547012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007498369,"about_ca_topic_score_gemma":0.0012748,"domain_scores_codex":[0.9993452,0.0001666149,0.0001261677,0.0001408543,0.0001273048,0.00009372904],"domain_scores_gemma":[0.9988918,0.0002685027,0.0004513025,0.00005461815,0.0001031306,0.0002307339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339201,0.00009168201,0.9753333,0.00005497179,0.00005515822,0.004084187,0.0008177685,0.00006519451,0.0009870292,0.0001497887,0.0004396597,0.01778749],"study_design_scores_gemma":[0.00002931377,0.0009736462,0.95298,0.0001134973,0.00009033927,0.03778695,0.002937199,0.0003136832,0.0007301926,0.0001313506,0.003895254,0.00001859562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967486,0.002133903,0.0001393288,0.0001003042,0.000009358634,0.000007970918,0.00007753391,0.000003337251,0.000779685],"genre_scores_gemma":[0.9981706,0.001364512,0.00009741852,0.00008884746,0.00002323301,0.000005130344,0.0001532221,0.000002962189,0.00009407262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000794646,"threshold_uncertainty_score":0.003088057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096478670676671,"score_gpt":0.2548340676599778,"score_spread":0.2338692809532111,"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."}}