{"id":"W2338526557","doi":"10.1016/j.hpb.2016.02.480","title":"HCC recurrence following liver tranplantation should be aggresively treated to increase patient survival","year":2016,"lang":"en","type":"article","venue":"HPB","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Univariate analysis; Liver transplantation; Curative treatment; Multivariate analysis; Gastroenterology; Surgery; Palliative care; Transplantation; Disease","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":[0.0002012404,0.0001416257,0.0002520246,0.0001020952,0.00006520924,0.00001144758,0.00005513022,0.00006695336,0.0001868358],"category_scores_gemma":[0.0002023123,0.00009107256,0.0001134344,0.0001591904,0.00001935585,0.0001014782,0.000008067357,0.00006617625,0.00007236031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000484324,"about_ca_system_score_gemma":0.00004355544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003422212,"about_ca_topic_score_gemma":0.0001216696,"domain_scores_codex":[0.9988877,0.0001309738,0.0002262376,0.0002493341,0.0002954809,0.0002103073],"domain_scores_gemma":[0.9991294,0.0004035712,0.00005046696,0.0001582382,0.00006023892,0.0001981592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001782069,0.0001677678,0.1638478,0.0001184421,0.0001416201,0.001118534,0.003150801,0.000001908888,0.05261284,0.0001949604,0.001162957,0.7757003],"study_design_scores_gemma":[0.005989559,0.001053616,0.9378293,0.001418611,0.0005849874,0.0001286747,0.0003058692,0.0000808219,0.03988558,0.00003737022,0.01216105,0.0005245969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975662,0.0001313993,0.02176611,0.0008206355,0.0003195299,0.0003724673,0.00008915815,0.00008195267,0.0007567367],"genre_scores_gemma":[0.975187,0.0002303304,0.02200004,0.001327691,0.0001086104,0.00003669658,0.00006865597,0.00002597342,0.001015014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751757,"threshold_uncertainty_score":0.3713832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0743666729795659,"score_gpt":0.3429275490601016,"score_spread":0.2685608760805357,"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."}}