{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001476375,0.0002865123,0.0004180716,0.0001763332,0.0001381041,0.00001435779,0.0001027384,0.0002006117,0.0001367055],"category_scores_gemma":[0.00001224109,0.000259499,0.0002711901,0.000197629,0.0001734642,0.000162766,0.000005155462,0.00009238728,0.0000571138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008616216,"about_ca_system_score_gemma":0.0001329832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004409279,"about_ca_topic_score_gemma":0.00004763299,"domain_scores_codex":[0.9983845,0.00006170572,0.0004936635,0.000434813,0.0003023039,0.000322963],"domain_scores_gemma":[0.998921,0.0002055633,0.0001666676,0.0002712355,0.0002939068,0.0001416571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01351467,0.000885653,0.9441729,0.003660089,0.0006635391,0.0007936861,0.008133433,0.00001905503,0.02386468,0.001605856,0.0001912454,0.002495207],"study_design_scores_gemma":[0.01635914,0.002812979,0.6372337,0.0002707778,0.003264352,0.00007031191,0.0002489272,0.009682435,0.3295027,0.0001791764,0.00005744248,0.000318006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933266,0.0005855135,0.002569838,0.0001129481,0.0003652706,0.001632577,0.0004288678,0.00008275213,0.0008956402],"genre_scores_gemma":[0.9947177,0.00131393,0.0009986089,0.00004924866,0.0001262862,0.0002166144,0.002445254,0.0000412805,0.0000910985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069392,"threshold_uncertainty_score":0.9999857,"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."}}