{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069328,0.00035284,0.0008480602,0.0009924996,0.0005787599,0.001428068,0.0002909304,0.0005632516,0.003889683],"category_scores_gemma":[0.006353487,0.0001191545,0.0006401864,0.0006874946,0.0003592919,0.001316185,0.0004659929,0.001305416,0.0006951466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304267,"about_ca_system_score_gemma":0.001180482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004254713,"about_ca_topic_score_gemma":0.001183218,"domain_scores_codex":[0.9990507,0.0004119117,0.0001369262,0.00007110632,0.0002227176,0.0001066579],"domain_scores_gemma":[0.9962187,0.001259191,0.001215011,0.0002183564,0.000451917,0.0006368066],"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":[0.001855056,0.001619558,0.3961581,0.000901502,0.0003187806,0.001406687,0.0002767678,0.0007352227,0.003571911,0.001886317,0.01199658,0.5792734],"study_design_scores_gemma":[0.0004422943,0.005174015,0.9011407,0.001929323,0.0009400125,0.01137684,0.001424054,0.003166878,0.00903869,0.01098743,0.05422921,0.0001505995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7561173,0.1023702,0.03296065,0.04748452,0.005916725,0.0006115325,0.0006680071,0.0007748187,0.05309619],"genre_scores_gemma":[0.9581313,0.01430547,0.01082004,0.004342142,0.006386471,0.0002945687,0.0006371044,0.0001085946,0.004974268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003889683,"threshold_uncertainty_score":0.01301229,"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."}}