{"id":"W2014777136","doi":"10.1016/j.jhep.2009.12.032","title":"The place of downstaging for hepatocellular carcinoma","year":2010,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Hepatocellular carcinoma; Context (archaeology); Liver transplantation; Percutaneous ethanol injection; Transplantation; Adjuvant; Percutaneous; Surgery; Milan criteria; Adjuvant therapy; Radiofrequency ablation; Oncology; Intensive care medicine; Internal medicine; Chemotherapy; Ablation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001247821,0.0004461521,0.003324487,0.0003811693,0.0001495086,0.00002142898,0.0004274768,0.0006684928,0.0000345322],"category_scores_gemma":[0.000393327,0.0002480392,0.002152005,0.0002328458,0.0002365567,0.00005137337,0.0000636868,0.001011525,0.00000931627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355989,"about_ca_system_score_gemma":0.001630577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422737,"about_ca_topic_score_gemma":0.000007297558,"domain_scores_codex":[0.9968413,0.0002733857,0.001842156,0.000249591,0.000339297,0.0004542618],"domain_scores_gemma":[0.9950066,0.001489574,0.002220735,0.0005313067,0.0005350703,0.0002167201],"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":[0.0003087546,0.0001971762,0.1730611,0.01136953,0.001194546,0.0007434775,0.00008344257,1.847105e-8,0.00002122505,0.0003317167,0.00224083,0.8104482],"study_design_scores_gemma":[0.001109993,0.0008649469,0.00002014819,0.002167952,0.005106924,0.005163908,0.00001940184,0.0001363835,0.0001993171,0.00006814321,0.9849566,0.0001862839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01026933,0.9866647,0.00008435394,0.0004095703,0.00100044,0.001295809,0.0000278936,0.00000873051,0.0002392504],"genre_scores_gemma":[0.014302,0.9833726,0.001305466,0.00003627622,0.0005084546,0.00006956956,0.00003596973,0.00007898521,0.0002907179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827158,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.096052375334755,"score_gpt":0.3281357413054634,"score_spread":0.2320833659707084,"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."}}