{"id":"W2782670366","doi":"10.1097/tp.0000000000002043","title":"Liver Transplantation for NASH-Related Hepatocellular Carcinoma Versus Non-NASH Etiologies of Hepatocellular Carcinoma","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Carcinoma; Etiology; Internal medicine; Gastroenterology; Transplantation","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":[0.0007894081,0.0001262702,0.0001886411,0.0004901647,0.0001902932,0.0002668473,0.000145008,0.00014225,0.00154333],"category_scores_gemma":[0.001394402,0.00006643515,0.0002705122,0.0003868548,0.0002243126,0.0002474446,0.000252751,0.0001864638,0.0001445297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708926,"about_ca_system_score_gemma":0.000259742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954507,"about_ca_topic_score_gemma":0.0009331316,"domain_scores_codex":[0.999739,0.00009288264,0.00003391683,0.00003946484,0.00005030364,0.00004441445],"domain_scores_gemma":[0.998681,0.0003273936,0.0007016757,0.00004120572,0.00006651563,0.0001821188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003883493,0.0000249339,0.9981915,0.000009788364,0.000032603,0.00006173948,0.00001744757,0.00002955109,0.0001601246,0.00001854169,0.00002054775,0.001044763],"study_design_scores_gemma":[0.00002759569,0.0005715608,0.9976525,0.00001000507,0.00005387477,0.0009205593,0.0001376036,0.0002310658,0.0002154943,0.00006423691,0.0001125834,0.000002940981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995329,0.0002090258,0.00004792034,0.00001766213,0.000002797754,0.000004765526,0.00003971543,8.194025e-7,0.0001445146],"genre_scores_gemma":[0.9997938,0.00005452299,0.0000293855,0.000009044773,0.000009594381,0.000003800581,0.00006838134,3.961834e-7,0.0000310081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154333,"threshold_uncertainty_score":0.005163014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937363073895017,"score_gpt":0.2635233259891198,"score_spread":0.2341496952501697,"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."}}