{"id":"W3031186171","doi":"10.21037/cco-20-51","title":"Liver-directed therapy for hepatocellular carcinoma","year":2020,"lang":"en","type":"article","venue":"Chinese Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Sorafenib; Liver transplantation; Lipiodol; Percutaneous; Radiation therapy; Radiology; Embolization; Cirrhosis; Clinical trial; Surgery; Selective internal radiation therapy; Transplantation; Internal medicine","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":[0.0001769561,0.0002520841,0.0003479732,0.0005297609,0.0002093423,0.0002679177,0.0001398966,0.0002862151,0.007523616],"category_scores_gemma":[0.0002679757,0.00004528074,0.0005463775,0.00034206,0.0001476845,0.0001798844,0.0003253477,0.0005251282,0.003284324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590492,"about_ca_system_score_gemma":0.0002974878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000622982,"about_ca_topic_score_gemma":0.001324916,"domain_scores_codex":[0.9999293,0.00002170333,0.000005700378,0.000006835184,0.00002269036,0.00001374914],"domain_scores_gemma":[0.9999329,0.00001282924,0.00001521182,0.000008101907,0.00001494779,0.0000160792],"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":[0.0009799136,0.0003420763,0.003326863,0.002069744,0.0001390398,0.002030707,0.0000760836,0.0003873418,0.02340613,0.002415847,0.03924317,0.9255831],"study_design_scores_gemma":[0.0008841298,0.003446915,0.02931774,0.001082697,0.0003557208,0.01765496,0.00009181128,0.001166657,0.02242979,0.004311529,0.9191993,0.0000586004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1135417,0.6882824,0.02250504,0.01832078,0.005091223,0.0007299057,0.001344903,0.001262871,0.1489211],"genre_scores_gemma":[0.594527,0.2995785,0.01337922,0.01629625,0.003489194,0.0007390354,0.003464911,0.0001795008,0.06834634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007523616,"threshold_uncertainty_score":0.02516901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222976167764311,"score_gpt":0.3893907197973241,"score_spread":0.167093103020893,"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."}}