{"id":"W2763637453","doi":"10.1002/lt.24955","title":"Current status of liver transplantation for cholangiocarcinoma","year":2017,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Intrahepatic Cholangiocarcinoma; Hepatocellular carcinoma; Internal medicine; Transplantation; Liver cancer; Liver disease; Milan criteria; Gastroenterology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001568392,0.0005233795,0.001741083,0.0003535633,0.0001823843,0.00003645453,0.0002044258,0.0002812247,0.00003562514],"category_scores_gemma":[0.00002172887,0.0004474041,0.001026114,0.0001271503,0.0001177498,0.0001994297,0.00001114475,0.0003185724,0.00002658196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493775,"about_ca_system_score_gemma":0.0004265714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002476225,"about_ca_topic_score_gemma":0.0001249362,"domain_scores_codex":[0.9977126,0.00007820022,0.0007635594,0.0005729127,0.0003743099,0.0004983882],"domain_scores_gemma":[0.9983306,0.0002253266,0.0005932692,0.0004656167,0.0002082508,0.000176918],"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":[0.0003601242,0.0001058942,0.0003250274,0.197397,0.0004150936,0.0001935306,0.001655778,2.419305e-7,0.000003242807,0.0001112457,0.0002437256,0.7991891],"study_design_scores_gemma":[0.003020627,0.0004590442,0.03366361,0.02699159,0.02078173,0.0005866759,0.00002402263,0.0000181632,0.0000634285,0.00001381417,0.9137868,0.0005905025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002854729,0.9921416,0.001463831,0.00000950178,0.000532979,0.002476359,0.002218345,0.00005532258,0.0008165606],"genre_scores_gemma":[0.001657182,0.991745,0.0004906135,0.00001522408,0.0004237893,0.0003928231,0.005059292,0.00007917147,0.0001369251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.913543,"threshold_uncertainty_score":0.9997978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219193204105296,"score_gpt":0.3802737620120412,"score_spread":0.2583544416015116,"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."}}