{"id":"W2971458380","doi":"10.1097/tp.0000000000002951","title":"The Challenges With the Cardiac Evaluation of Liver and Kidney Transplant Candidates","year":2019,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care medicine; Disease; Immunosuppression; Asymptomatic; Kidney disease; Risk factor; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006002429,0.0003067889,0.0008224351,0.0000781214,0.0001262865,0.00002321764,0.00009397098,0.0001338589,0.00001566311],"category_scores_gemma":[0.000005330784,0.000127689,0.00022258,0.0001174085,0.0001099419,0.00006300498,0.000002264459,0.0001871563,0.00001280867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004333346,"about_ca_system_score_gemma":0.0003517759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007102316,"about_ca_topic_score_gemma":0.00008706549,"domain_scores_codex":[0.9982109,0.0003315147,0.0003595285,0.0002764704,0.0006482138,0.0001733438],"domain_scores_gemma":[0.9987353,0.0005338948,0.0002363268,0.0002827956,0.0001317405,0.00007991876],"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":[0.0004891912,0.0000541771,0.0003673216,0.07007208,0.002458756,0.00002757225,0.002399953,0.000004103867,0.00000395339,0.0008131276,0.00002810783,0.9232817],"study_design_scores_gemma":[0.01233518,0.001678349,0.02421785,0.1354495,0.2152908,0.001898357,0.0003299096,0.0003037483,0.0001696793,0.00004736641,0.6070613,0.001217903],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002284119,0.9959455,0.00004150326,0.0002264159,0.00009284481,0.002218658,0.0004395694,0.00001574604,0.0007913719],"genre_scores_gemma":[0.004401307,0.9942122,0.00003707952,0.00002184788,0.00004032415,0.0001904123,0.0009131634,0.00003409719,0.0001496334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9220638,"threshold_uncertainty_score":0.5207006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085773569110561,"score_gpt":0.3489715114750572,"score_spread":0.2631979423644962,"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."}}