{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193146,0.001076518,0.002071731,0.00332427,0.0002401863,0.0008984297,0.0007591394,0.0009718724,0.002089602],"category_scores_gemma":[0.001934228,0.0003029283,0.0004911747,0.004347314,0.0005331466,0.001162203,0.0004336825,0.0009436705,0.001074181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009864508,"about_ca_system_score_gemma":0.001554413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003931497,"about_ca_topic_score_gemma":0.004312179,"domain_scores_codex":[0.999631,0.00008678898,0.00005766383,0.00005111851,0.0001476287,0.00002567573],"domain_scores_gemma":[0.9994814,0.0002658885,0.00008751382,0.00001139555,0.0001233027,0.00003052458],"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":[0.00006847569,0.00006699997,0.001736214,0.01733501,0.0001219373,0.0002983267,0.0000603782,0.0003485127,0.0002965812,0.001366877,0.02307187,0.9552287],"study_design_scores_gemma":[0.00006740099,0.0003044342,0.02150533,0.0336884,0.0005925763,0.01017637,0.0004423296,0.0004140348,0.0005877577,0.005919926,0.9262257,0.00007566051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008178308,0.9992906,0.0000375261,0.000184574,0.00008491024,0.000002334777,0.000006276662,0.000002484169,0.0003094242],"genre_scores_gemma":[0.000685326,0.9989383,0.00006211758,0.00007932044,0.0001045338,0.000003836094,0.00001176099,3.920962e-7,0.0001145519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003931497,"threshold_uncertainty_score":0.007817209,"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."}}