{"id":"W3204684414","doi":"10.3350/cmh.2021.0217","title":"The management of post-transplantation recurrence of hepatocellular carcinoma","year":2021,"lang":"en","type":"review","venue":"Clinical and Molecular Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Milan criteria; Immunosuppression; Liver transplantation; Context (archaeology); Transplantation; Population; Regimen; Internal medicine; Intensive care medicine; Oncology; Surgery","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":[0.0005389592,0.0003339972,0.002269445,0.00008678738,0.00005800712,0.000007670252,0.0001800974,0.0004770902,0.00001932501],"category_scores_gemma":[0.00006153125,0.0002185863,0.001047409,0.0002517703,0.0005287211,0.00001430606,0.0001188239,0.0003611278,0.000006405831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001387679,"about_ca_system_score_gemma":0.0002987697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002518749,"about_ca_topic_score_gemma":0.000002515176,"domain_scores_codex":[0.9969147,0.000583715,0.001485051,0.0005269707,0.0002258524,0.0002637194],"domain_scores_gemma":[0.9980769,0.0004537459,0.0005047636,0.0005966936,0.0002165489,0.0001513331],"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":[0.00008174511,0.0002354631,0.09993025,0.02777337,0.001473304,0.003123612,0.00002120337,2.20102e-9,0.000003378687,0.00330578,0.00003111119,0.8640208],"study_design_scores_gemma":[0.002079405,0.001437023,0.001294761,0.01626483,0.02192842,0.001249581,0.00005553157,0.00009919864,0.0003881092,0.0001709554,0.9545208,0.0005113605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04328138,0.954855,0.00009788301,0.0001192307,0.0002316225,0.001014232,0.00004491458,0.00001033182,0.0003454028],"genre_scores_gemma":[0.0567056,0.9420828,0.0005719389,0.00004913854,0.0000253431,0.00008875806,0.0003771039,0.00003058793,0.00006868646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9544897,"threshold_uncertainty_score":0.8913689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063261826777837,"score_gpt":0.3615971166077006,"score_spread":0.255270933929917,"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."}}