{"id":"W2065190187","doi":"10.1055/s-0034-1394139","title":"Hepatocellular Carcinoma Screening and Diagnosis","year":2014,"lang":"en","type":"review","venue":"Seminars in Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Internal medicine; Biopsy; Population; Gastroenterology; Liver biopsy; Liver disease; Carcinoma; Pathology; Environmental health","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":[0.0008859158,0.0009176002,0.001622654,0.004117929,0.0003050271,0.0009854189,0.0009950128,0.001192994,0.004960513],"category_scores_gemma":[0.002049667,0.0002461667,0.0006349546,0.002924517,0.0007129112,0.001159817,0.0007177674,0.001614031,0.003023422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343365,"about_ca_system_score_gemma":0.001509861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414446,"about_ca_topic_score_gemma":0.002429099,"domain_scores_codex":[0.9995122,0.0001101207,0.00007710051,0.00006594499,0.0001970512,0.00003752179],"domain_scores_gemma":[0.9992244,0.0003425639,0.0001266977,0.00002965086,0.0002158596,0.00006078684],"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":[0.00003070459,0.00004332214,0.0004366307,0.0175574,0.00007892653,0.0002372953,0.00006032192,0.0001405679,0.0002894906,0.002840877,0.06599249,0.912292],"study_design_scores_gemma":[0.00001215526,0.00005041778,0.002147916,0.01284495,0.0001160855,0.003722417,0.0000912565,0.00005449808,0.0001817811,0.002523624,0.9782341,0.00002068117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004931409,0.9976763,0.00008590014,0.0004369937,0.0002498651,0.000006708855,0.00002202491,0.000007033939,0.001466008],"genre_scores_gemma":[0.0006112895,0.9983997,0.0001142045,0.0002124828,0.0002582327,0.000007731837,0.00004752133,0.000001105952,0.0003477282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004960513,"threshold_uncertainty_score":0.01659453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833817085344644,"score_gpt":0.3028156589696324,"score_spread":0.264477488116186,"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."}}