{"id":"W3093538641","doi":"10.1016/j.dld.2020.10.005","title":"Current status of systemic therapy in hepatocellular cancer","year":2020,"lang":"en","type":"review","venue":"Digestive and Liver Disease","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Systemic therapy; Medicine; Sorafenib; Oncology; Internal medicine; Adjuvant therapy; Cancer; Hepatocellular carcinoma; Hepatocellular cancer; Targeted therapy; Adjuvant; Clinical trial; Intensive care medicine; Breast cancer","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":[0.00005502684,0.0004018026,0.001537079,0.0001845852,0.00002418009,0.00001202237,0.00006804822,0.0001048429,0.00007357726],"category_scores_gemma":[0.00003198128,0.0002923028,0.0004026882,0.0002906243,0.00007927229,0.00004308547,0.00004692868,0.0002503437,0.00001804827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657062,"about_ca_system_score_gemma":0.001016407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021547,"about_ca_topic_score_gemma":0.000002727091,"domain_scores_codex":[0.9984245,0.0001664446,0.0004258444,0.0004596324,0.0002131711,0.0003104351],"domain_scores_gemma":[0.998831,0.00008545235,0.0002006984,0.000208575,0.00006820202,0.0006060224],"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":[0.0001009868,0.0001583589,0.4113303,0.01633012,0.0001766378,0.0006114886,0.0001884077,1.40376e-8,3.861885e-7,0.00001695518,0.00002400523,0.5710624],"study_design_scores_gemma":[0.001238683,0.0002529761,0.02759562,0.04508452,0.003098772,0.00001058995,0.00002216065,0.0001014508,0.00000334841,0.000004504409,0.9222282,0.0003591478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02010223,0.9771059,0.000001545544,0.00001549424,0.00007435157,0.002147824,0.0004993597,0.00002057213,0.00003273342],"genre_scores_gemma":[0.09692818,0.9020775,0.000004418721,0.00001683426,0.00009915393,0.0004454693,0.0003622855,0.00004097508,0.00002520372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9222042,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228439840469469,"score_gpt":0.3302917883357827,"score_spread":0.2074478042888357,"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."}}