{"id":"W2152033211","doi":"10.1093/annonc/mds343","title":"Sorafenib in patients with Child-Pugh class A and B advanced hepatocellular carcinoma: a prospective feasibility analysis","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Sorafenib; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Liver function; Prospective cohort study; Adverse effect; Oncology","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":[0.0003679607,0.0002147003,0.0008795339,0.000324022,0.0000400247,0.000004293537,0.000057273,0.0001651793,0.00003387687],"category_scores_gemma":[0.00006960383,0.0001652155,0.0001607957,0.0007409948,0.0001703048,0.0001622779,0.00004811006,0.0001900325,0.000003290677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075291,"about_ca_system_score_gemma":0.00009652934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288458,"about_ca_topic_score_gemma":0.00008315005,"domain_scores_codex":[0.9984689,0.0001474057,0.0003642553,0.0003585587,0.0002197842,0.0004411103],"domain_scores_gemma":[0.9989391,0.00007551231,0.0001856584,0.0003165565,0.0002552618,0.0002279415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002011885,0.002531928,0.9907103,0.00005839171,0.0005782759,0.00004025333,0.0008635924,6.96382e-7,0.00003534459,0.00009477562,0.00001727548,0.003057345],"study_design_scores_gemma":[0.005979423,0.003893827,0.9862913,0.00002361473,0.0007660053,0.000006797626,0.0001126405,0.0001517761,0.002013176,0.0000412765,0.0005698023,0.0001503749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948967,0.001189013,0.00001407473,0.0006713376,0.00003136142,0.00126752,0.0000183042,0.0000280714,0.001883582],"genre_scores_gemma":[0.9990139,0.0000432605,0.0004982167,0.0002006,0.00003540444,0.00008829898,0.00007153702,0.0000233569,0.00002541518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004418951,"threshold_uncertainty_score":0.6737292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06417526761877117,"score_gpt":0.3100753229398996,"score_spread":0.2459000553211285,"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."}}