{"id":"W3083999015","doi":"10.1097/tp.0000000000003454","title":"Changing Trends in Liver Transplantation: Challenges and Solutions","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Liver transplantation; Medicine; Intensive care medicine; Nonalcoholic steatohepatitis; Transplantation; Cirrhosis; Perioperative; Incidence (geometry); Surgery; Internal medicine; Fatty liver; Nonalcoholic fatty liver disease; Disease","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":[0.004949888,0.0006140697,0.001067886,0.001669311,0.001170386,0.003806994,0.001157294,0.002801355,0.007336184],"category_scores_gemma":[0.00719744,0.0002187704,0.0009651345,0.002209139,0.001421359,0.005303723,0.002061764,0.005008844,0.001387669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188931,"about_ca_system_score_gemma":0.007263537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137993,"about_ca_topic_score_gemma":0.007579924,"domain_scores_codex":[0.9977412,0.0007018177,0.0003455934,0.0002746837,0.0006313372,0.0003053562],"domain_scores_gemma":[0.99272,0.00316243,0.0007744289,0.0001340617,0.002318329,0.0008907356],"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":[0.0001065622,0.000144755,0.006403712,0.01165937,0.0001578161,0.001000804,0.001287943,0.001256948,0.0009785637,0.03504607,0.1375933,0.8043641],"study_design_scores_gemma":[0.00001922657,0.0001873906,0.007792845,0.01090113,0.0001567337,0.002566171,0.006965375,0.0007851318,0.0004536927,0.03555334,0.9344979,0.0001211509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004164866,0.7594174,0.003868679,0.2176824,0.00710082,0.00003867805,0.0002970141,0.0001440588,0.0072861],"genre_scores_gemma":[0.0277233,0.9313226,0.005288101,0.02589834,0.006991833,0.00005586174,0.0003392584,0.00004071581,0.002340035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007336184,"threshold_uncertainty_score":0.02617782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912343678931336,"score_gpt":0.2834606284628518,"score_spread":0.2243371916735384,"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."}}