{"id":"W2964431599","doi":"10.1016/j.jhepr.2019.07.004","title":"Recent advances in liver transplantation for cancer: The future of transplant oncology","year":2019,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Hepatocellular carcinoma; Transplantation; Colorectal cancer; Neuroendocrine tumors; Internal medicine; Cancer; Oncology","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":[0.0002741709,0.0002614001,0.001664526,0.0001132992,0.00003634332,0.00000387003,0.00007959699,0.0002373278,0.00004315437],"category_scores_gemma":[0.00000987415,0.0001515446,0.0004295296,0.0001920239,0.00005438832,0.00004993476,0.000008809268,0.0002770588,0.000001189888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257414,"about_ca_system_score_gemma":0.000721724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005141801,"about_ca_topic_score_gemma":0.001402474,"domain_scores_codex":[0.998331,0.00005839591,0.0008242645,0.000374341,0.0001985792,0.0002134723],"domain_scores_gemma":[0.9987568,0.0001766367,0.0006144606,0.0003157516,0.00009825043,0.0000381323],"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":[0.0001160982,0.00005456966,0.0005056289,0.04024852,0.0001603886,0.0006496308,0.0007880198,0.000001250503,3.582095e-7,0.00001433613,0.0006366731,0.9568245],"study_design_scores_gemma":[0.0004065556,0.0002044364,0.0007525011,0.007600672,0.002719789,0.001523535,0.00007516347,0.000001027509,0.000003988224,0.00001080557,0.986555,0.0001464968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000432614,0.9939361,0.00001076577,0.000389828,0.001582873,0.00240746,0.0001144554,0.00001239231,0.001502851],"genre_scores_gemma":[0.0001193107,0.9979329,0.0000423586,0.00008871709,0.0005870323,0.0007446266,0.0002463202,0.00003049216,0.000208236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859183,"threshold_uncertainty_score":0.617981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780596652812467,"score_gpt":0.3699732112463504,"score_spread":0.3221672447182257,"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."}}