{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004127156,0.001121909,0.009307468,0.0008227895,0.0001124787,0.00001147196,0.0004139725,0.0004365868,0.002505529],"category_scores_gemma":[0.00007598416,0.0008455531,0.01014273,0.00145646,0.0001291716,0.0001650612,0.00007187711,0.001278265,0.0003726053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982433,"about_ca_system_score_gemma":0.0003978098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001678027,"about_ca_topic_score_gemma":0.000008301201,"domain_scores_codex":[0.9912859,0.002348389,0.001994058,0.001485765,0.002217767,0.0006680806],"domain_scores_gemma":[0.9965386,0.0002226488,0.0003029598,0.002448374,0.00007434419,0.0004130761],"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":[0.00006666829,0.00007983804,0.00004030111,0.16481,0.01104099,0.01151476,0.0003256391,0.000006541327,2.038512e-8,0.000007001887,0.0001674726,0.8119408],"study_design_scores_gemma":[0.002213,0.0001149029,0.0003011996,0.06123806,0.1125204,0.004017953,0.00001981972,0.000001694952,1.750043e-7,0.000006700981,0.8189782,0.0005878353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006153594,0.9900931,0.0003633138,0.00002555216,0.0008839599,0.006079447,0.000101718,0.00008412051,0.00236263],"genre_scores_gemma":[0.00003284899,0.9925495,0.0001396316,0.0002309042,0.001211037,0.003186574,0.002229277,0.0001883607,0.0002318528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8188108,"threshold_uncertainty_score":0.9997705,"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."}}