{"id":"W2034320803","doi":"10.1055/s-0030-1247128","title":"Hepatocellular Carcinoma: Epidemiology, Surveillance, and Diagnosis","year":2010,"lang":"en","type":"review","venue":"Seminars in Liver Disease","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":398,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Incidence (geometry); HCCS; Epidemiology; Carcinoma; Internal medicine; Gastroenterology; Intensive care 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":[0.001241233,0.001062398,0.002175022,0.003489528,0.0002286699,0.001054686,0.001262413,0.001066104,0.002061551],"category_scores_gemma":[0.002340165,0.0003314539,0.000522089,0.00510903,0.0006554698,0.001356908,0.000582151,0.001242621,0.001589488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581934,"about_ca_system_score_gemma":0.002557623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048434,"about_ca_topic_score_gemma":0.005062001,"domain_scores_codex":[0.9993839,0.0001895965,0.00009317502,0.00006684062,0.0002289166,0.00003764941],"domain_scores_gemma":[0.9991598,0.0003087129,0.000168831,0.0000241674,0.0002730406,0.00006556168],"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":[0.00005446812,0.00005498271,0.001006374,0.01978619,0.000128794,0.0002241395,0.00006219938,0.0003640011,0.0002584745,0.001508746,0.05207578,0.9244758],"study_design_scores_gemma":[0.00006645478,0.0001733837,0.009149894,0.02529088,0.0003907529,0.004890442,0.0002674399,0.0002945511,0.0002570726,0.003910902,0.9552594,0.00004868334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006695371,0.9989471,0.0000675793,0.0003425022,0.0001350068,0.000006495849,0.00001865843,0.000004818562,0.0004108157],"genre_scores_gemma":[0.0005089017,0.9989985,0.00009353474,0.00007981665,0.0001779094,0.000007067598,0.00003209813,5.520087e-7,0.0001016544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0048434,"threshold_uncertainty_score":0.01147783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09723845612733516,"score_gpt":0.3181171327071317,"score_spread":0.2208786765797965,"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."}}