{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000514932,0.0004806994,0.004573235,0.0001896299,0.00004925998,0.000004258033,0.0001665372,0.0003655014,0.0001101151],"category_scores_gemma":[0.0003978829,0.0003495647,0.0007637601,0.0002021563,0.0002481783,0.00002671646,0.0002933306,0.0006780992,0.00001748266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871355,"about_ca_system_score_gemma":0.001226848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000780617,"about_ca_topic_score_gemma":0.000003880109,"domain_scores_codex":[0.9966152,0.0009674204,0.001149179,0.0007164866,0.0001847805,0.0003669571],"domain_scores_gemma":[0.9967924,0.001329795,0.0008100945,0.0004734508,0.0001148832,0.0004793647],"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":[0.00001376099,0.0007452912,0.3018147,0.02366288,0.000576253,0.0002434392,0.00002236511,2.306178e-8,2.586728e-8,0.0003876711,0.001715217,0.6708184],"study_design_scores_gemma":[0.001330614,0.001382227,0.01599483,0.007933661,0.008341492,0.00009232212,0.00001379463,0.0003511039,2.811536e-7,0.00005067294,0.9642931,0.0002159085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009599847,0.9954715,0.00005516292,0.0004614024,0.0004115146,0.001955027,0.0001837902,0.00002991071,0.0004716562],"genre_scores_gemma":[0.001558511,0.9953247,0.001338853,0.00006203107,0.0002691016,0.000527882,0.0008558631,0.00004501241,0.0000180274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9625779,"threshold_uncertainty_score":0.9998956,"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."}}