{"id":"W2170054023","doi":"10.1016/j.cld.2004.02.002","title":"Pathogenesis and screening for hepatocellular carcinoma","year":2004,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Pathogenesis; Liver cancer; Cancer; Carcinoma; Pathology; Cancer research; 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":[0.000731133,0.001039815,0.002304494,0.003907812,0.0002546881,0.0009893455,0.0008300352,0.001289213,0.002458938],"category_scores_gemma":[0.001878442,0.0004126327,0.0005534104,0.003846987,0.0006671037,0.001362927,0.0005753683,0.00134838,0.001124719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008630616,"about_ca_system_score_gemma":0.00170138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965955,"about_ca_topic_score_gemma":0.005829394,"domain_scores_codex":[0.999667,0.00008904994,0.0000694792,0.00005217546,0.0001003193,0.00002197183],"domain_scores_gemma":[0.9991826,0.0004017354,0.0001773553,0.00002273003,0.0001774914,0.00003806375],"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":[0.00007183135,0.00007331721,0.0009665149,0.02073161,0.0001256573,0.000456923,0.00005521173,0.0003114272,0.0005087903,0.001425856,0.03570779,0.9395651],"study_design_scores_gemma":[0.00006235161,0.0002286529,0.005973833,0.01934499,0.0008562733,0.005572257,0.0001683235,0.0002457035,0.0004914499,0.002398587,0.9646126,0.00004482605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005448801,0.999202,0.00005315047,0.0002079882,0.0001525641,0.000003201314,0.000007729244,0.000002737746,0.0003162338],"genre_scores_gemma":[0.0005506665,0.998662,0.0001014,0.0001886419,0.0002388707,0.000004179405,0.0000137096,4.952091e-7,0.0002399577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003907812,"threshold_uncertainty_score":0.008225918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967132708149215,"score_gpt":0.3537685854472248,"score_spread":0.1570553146323033,"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."}}