{"id":"W2068714011","doi":"10.1016/j.cld.2011.03.003","title":"Hepatocellular Carcinoma: Screening and Staging","year":2011,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Stage (stratigraphy); Homogeneous; Internal medicine; Oncology; Carcinoma; Radiology; Liver disease","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":[0.0004596455,0.0006055521,0.001859147,0.0004211698,0.00008160681,0.00003858571,0.0001802773,0.0003538225,0.0001726701],"category_scores_gemma":[0.0001367475,0.0005239967,0.0007772565,0.0003107871,0.0001494178,0.00009882756,0.0002280296,0.0006896717,0.000103247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107368,"about_ca_system_score_gemma":0.0005169532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006505608,"about_ca_topic_score_gemma":0.000001504621,"domain_scores_codex":[0.9973135,0.0002493036,0.000881061,0.0008639187,0.0002229096,0.0004693311],"domain_scores_gemma":[0.9978662,0.0002802345,0.0002798692,0.0007297418,0.0000606384,0.0007833737],"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":[0.00004779246,0.0001734371,0.5231194,0.01223431,0.0001229742,0.003075895,0.00006492179,4.080523e-9,5.2991e-9,0.0001113849,0.00004435975,0.4610055],"study_design_scores_gemma":[0.001670787,0.0001900018,0.02169314,0.01862216,0.009214675,0.00004750664,0.00002221641,0.001211635,2.350327e-7,0.0001132092,0.9464263,0.0007881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007744651,0.9896508,0.00003087164,0.00001282481,0.0001408284,0.001764097,0.00009193912,0.00006654987,0.0004974405],"genre_scores_gemma":[0.02130303,0.9764668,0.0006793638,0.00008011284,0.0002371777,0.0002112516,0.0004338827,0.0001214544,0.0004669593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.946382,"threshold_uncertainty_score":0.9997212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2268833838991657,"score_gpt":0.3424425243857836,"score_spread":0.1155591404866179,"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."}}