{"id":"W1970992278","doi":"10.1055/s-2005-871194","title":"Hepatocellular Carcinoma: Epidemiology, Risk Factors, and Screening","year":2005,"lang":"en","type":"review","venue":"Seminars in Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":404,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Epidemiology; Cirrhosis; Internal medicine; Liver biopsy; Liver cancer; Biopsy; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004043198,0.0008296959,0.002614579,0.0003830839,0.0001188739,0.00001897822,0.0001784857,0.0003519679,0.0001877576],"category_scores_gemma":[0.0004867634,0.0006110361,0.0009250676,0.000248554,0.0002237345,0.0001055742,0.0002194378,0.0006053147,0.00005834111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337009,"about_ca_system_score_gemma":0.0003363383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005064087,"about_ca_topic_score_gemma":0.000006701778,"domain_scores_codex":[0.9966621,0.0005805033,0.0008164516,0.001076128,0.0002431258,0.0006216341],"domain_scores_gemma":[0.9964899,0.001083458,0.0004148213,0.0007629489,0.00004033016,0.001208493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000363911,0.0003950702,0.5901275,0.00453866,0.0002540463,0.001160863,0.00004572589,4.260283e-7,1.83912e-9,0.00002919676,0.0007175102,0.4026946],"study_design_scores_gemma":[0.001105548,0.0001521575,0.3736056,0.02543609,0.01450662,0.00003999396,0.00003806433,0.0002361567,1.457583e-7,0.0000419329,0.5841669,0.0006707446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01679463,0.9801014,0.000005764725,0.00004485289,0.0001001992,0.001854073,0.0009475508,0.00005970267,0.00009180864],"genre_scores_gemma":[0.00974161,0.9873576,0.0005506807,0.00009919399,0.0002941718,0.0003249335,0.00135538,0.00009578745,0.000180668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5834494,"threshold_uncertainty_score":0.9996341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07630448093320907,"score_gpt":0.3399022289074004,"score_spread":0.2635977479741913,"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."}}