{"id":"W2889061692","doi":"10.1111/tri.13337","title":"Downstaging prior to liver transplantation for hepatocellular carcinoma: advisable but at the price of an increased risk of cancer recurrence - a retrospective study","year":2018,"lang":"en","type":"article","venue":"Transplant International","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Milan criteria; Medicine; Liver transplantation; Hepatocellular carcinoma; Internal medicine; Transplantation; Gastroenterology; Retrospective cohort study; Carcinoma; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006532923,0.0002529484,0.0002661856,0.000534226,0.0003860505,0.0005667422,0.0002330323,0.0005382695,0.00114599],"category_scores_gemma":[0.002223202,0.0003968997,0.0006563475,0.0008129796,0.0004376324,0.0004455025,0.0002936253,0.0004625165,0.0003980535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153756,"about_ca_system_score_gemma":0.0002884452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002609753,"about_ca_topic_score_gemma":0.003560328,"domain_scores_codex":[0.999541,0.0001160045,0.00007411018,0.0001176576,0.00008363958,0.00006750247],"domain_scores_gemma":[0.9981389,0.0004322248,0.0008464338,0.000224886,0.0001291408,0.0002284013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727433,0.00002510597,0.9981634,0.000006766511,0.0000303468,0.0003606595,0.00004221888,0.00002845147,0.0001031078,0.00001148357,0.00003090485,0.001024771],"study_design_scores_gemma":[0.00001657699,0.0005086855,0.9933931,0.00001066129,0.00009425458,0.004830644,0.0003215442,0.0002382274,0.0001268726,0.00004127617,0.0004076377,0.00001060304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0004013548,0.0000794048,0.00001270087,0.000004247123,0.0000043591,0.00005007296,0.0000013389,0.0002303431],"genre_scores_gemma":[0.9996357,0.0001603694,0.00003286967,0.00001274996,0.00001083509,0.000002913096,0.00007836104,0.000001103804,0.00006514262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609753,"threshold_uncertainty_score":0.005189061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343141892028582,"score_gpt":0.2854809894191809,"score_spread":0.2511668002163228,"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."}}