{"id":"W2163403599","doi":"10.1002/hep.24199","title":"Management of Hepatocellular Carcinoma: An Update Δσ","year":2011,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatitis B virus; Liver cancer; Hepatology; Guideline; Hepatitis B; Internal medicine; Liver biopsy; Hepatitis; Biopsy; Gastroenterology; Pathology; Virus; Immunology","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":[0.002233432,0.001013385,0.00116287,0.003031986,0.0004737487,0.001590891,0.001379375,0.002093011,0.004318635],"category_scores_gemma":[0.006953686,0.0004037259,0.001111567,0.002300673,0.0006244807,0.002505341,0.000952674,0.003664541,0.003505328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434965,"about_ca_system_score_gemma":0.002761924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006275202,"about_ca_topic_score_gemma":0.0104684,"domain_scores_codex":[0.998785,0.000211035,0.0002561084,0.0001124978,0.0005605724,0.00007482122],"domain_scores_gemma":[0.9965698,0.0006649337,0.0003205509,0.00008967813,0.002061751,0.0002932776],"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":[0.00004377825,0.00004395294,0.0006162943,0.002104959,0.00004040232,0.0002249885,0.00005879081,0.000180542,0.0001629727,0.001547878,0.1780269,0.8169485],"study_design_scores_gemma":[0.00001713691,0.00005933962,0.001170222,0.003766254,0.0000433799,0.00171068,0.00006055201,0.0000946935,0.00009424322,0.0009327749,0.9920323,0.00001842767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008639107,0.9448302,0.001505003,0.02590871,0.01615045,0.00004954322,0.0002615999,0.0000922218,0.01033836],"genre_scores_gemma":[0.003586113,0.9630849,0.002871879,0.01160371,0.01415877,0.00006715865,0.0006549132,0.00002734434,0.003945197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006275202,"threshold_uncertainty_score":0.017667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09014841183870012,"score_gpt":0.2568109597063466,"score_spread":0.1666625478676465,"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."}}