{"id":"W2613249547","doi":"10.1097/txd.0000000000000674","title":"Early Intervention With Live Donor Liver Transplantation Reduces Resource Utilization in NASH: The Toronto Experience","year":2017,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Perioperative; Population; Liver disease; Transplantation; Nonalcoholic steatohepatitis; Nonalcoholic fatty liver disease; Intensive care medicine; Internal medicine; Surgery; Disease; Fatty liver; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004210255,0.0001483922,0.00014477,0.000141145,0.0005788518,0.000527793,0.000269247,0.0001291025,0.002022297],"category_scores_gemma":[0.001267394,0.00006177094,0.0001558533,0.0003545783,0.000304568,0.0002114918,0.0005195794,0.000262478,0.0001009412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414421,"about_ca_system_score_gemma":0.003796473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134051,"about_ca_topic_score_gemma":0.3528569,"domain_scores_codex":[0.9997901,0.00006850106,0.00001457148,0.00001593569,0.00004568985,0.00006529793],"domain_scores_gemma":[0.9990647,0.0001009131,0.0001524749,0.00002716714,0.00009451072,0.0005602045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002250018,0.001000675,0.8672971,0.0002442729,0.0001423673,0.001646339,0.001860523,0.0007846456,0.001621202,0.0004771932,0.005994579,0.1166812],"study_design_scores_gemma":[0.0001987617,0.001661269,0.9903635,0.0001566128,0.00009864515,0.0006294862,0.001539003,0.0006500569,0.0003641538,0.0001281512,0.004193873,0.00001637923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938231,0.001664679,0.0001014213,0.001035739,0.00003133681,0.00002593922,0.0001058465,0.000005554894,0.003206498],"genre_scores_gemma":[0.9981105,0.001092267,0.0001223453,0.0001328508,0.00003320424,0.000007196331,0.0001268225,0.000001905838,0.0003728474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134051,"threshold_uncertainty_score":0.2665414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325440810203137,"score_gpt":0.3036987986527597,"score_spread":0.271154717632446,"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."}}