{"id":"W3110694957","doi":"10.3747/co.27.7181","title":"Hepatocellular Carcinoma: Epidemiology, Screening, and Assessment of Hepatic Reserve","year":2020,"lang":"en","type":"review","venue":"Current Oncology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Epidemiology; Cancer; Disease; Pathology; Intensive care medicine; Oncology; Bioinformatics; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009127611,0.000838473,0.001702124,0.002692157,0.0002074588,0.0009755609,0.0006943472,0.0009256935,0.002762814],"category_scores_gemma":[0.002289467,0.0002606957,0.0007448402,0.0028219,0.0004588574,0.001127084,0.0005663362,0.001345819,0.00121653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798829,"about_ca_system_score_gemma":0.001849013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283629,"about_ca_topic_score_gemma":0.004209661,"domain_scores_codex":[0.9996177,0.0001069635,0.00007952275,0.00005250822,0.0001205731,0.00002278467],"domain_scores_gemma":[0.999043,0.0005658247,0.0001397452,0.00001779721,0.0001958525,0.00003773526],"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":[0.00006288078,0.00003536342,0.0006915287,0.03978415,0.0002266195,0.0001164597,0.00006011518,0.0002692532,0.0003163719,0.001981371,0.0260641,0.9303918],"study_design_scores_gemma":[0.00003144419,0.0001591469,0.006377313,0.03882564,0.0007566435,0.002815208,0.0001553503,0.0001847209,0.0002480338,0.003434177,0.9469617,0.0000507284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004541651,0.9991906,0.00004223739,0.0002499302,0.000108553,0.000003209363,0.00001985062,0.000003192805,0.0003369824],"genre_scores_gemma":[0.0003446962,0.9992507,0.00007522308,0.0001041848,0.0001166261,0.000003658768,0.00002279054,5.649223e-7,0.00008157146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00283629,"threshold_uncertainty_score":0.009242594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3943171486326854,"score_gpt":0.5169939857112874,"score_spread":0.1226768370786021,"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."}}