{"id":"W4220719794","doi":"10.31083/j.rcm2303091","title":"Cardiovascular events after liver transplantation: MACE hurts","year":2022,"lang":"en","type":"review","venue":"Reviews in Cardiovascular Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Mace; Liver transplantation; Cardiology; Internal medicine; Transplantation; Preload; Liver disease; Afterload; Cardiac function curve; Fatty liver; Disease; Heart failure; Hemodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008540525,0.0007592367,0.00174761,0.001439768,0.00023565,0.001088691,0.0006055243,0.0008805043,0.002631466],"category_scores_gemma":[0.002491286,0.0001696426,0.001027444,0.001512189,0.0003024857,0.0007973546,0.000512149,0.001415323,0.001061744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488942,"about_ca_system_score_gemma":0.0009901291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012358,"about_ca_topic_score_gemma":0.001619112,"domain_scores_codex":[0.9994853,0.0001338534,0.0001134023,0.00006728065,0.0001708674,0.00002933371],"domain_scores_gemma":[0.9989478,0.0006106144,0.0001691892,0.00001776047,0.0002152724,0.00003934106],"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":[0.00008963104,0.00002405538,0.0006248093,0.02690043,0.0003087313,0.00009062663,0.00004273817,0.0001404597,0.0002505567,0.001066774,0.01891245,0.9515488],"study_design_scores_gemma":[0.0000847063,0.0003942368,0.01008844,0.06633314,0.002102625,0.003865435,0.0001934425,0.0003564295,0.0005838796,0.005452188,0.9104725,0.00007301882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008631694,0.9989669,0.000064678,0.0003151545,0.000198153,0.000003099461,0.00001638622,0.000004486581,0.0003448433],"genre_scores_gemma":[0.000769805,0.9984338,0.0001060214,0.0002516161,0.000267184,0.000004867362,0.0000261991,0.00000128318,0.0001392609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002631466,"threshold_uncertainty_score":0.00880307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030706021985362,"score_gpt":0.3204515633754726,"score_spread":0.260144503155619,"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."}}