{"id":"W2604227527","doi":"10.1016/j.diii.2017.01.014","title":"Diagnosis of hepatocellular carcinoma: An update on international guidelines","year":2017,"lang":"en","type":"review","venue":"Diagnostic and Interventional Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Magnetic resonance imaging; Ultrasound; Computed tomography; Modality (human–computer interaction); Contrast-enhanced ultrasound; Internal medicine","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":[0.001857139,0.001181855,0.002810219,0.006807745,0.000415289,0.001728095,0.00170137,0.001719577,0.003654228],"category_scores_gemma":[0.004624118,0.0004993341,0.00166804,0.005313858,0.0006750115,0.002386964,0.001173172,0.001914209,0.001366019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403174,"about_ca_system_score_gemma":0.003598496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004047622,"about_ca_topic_score_gemma":0.008279409,"domain_scores_codex":[0.9990166,0.0001875809,0.0003109502,0.0001338819,0.0002861325,0.00006470744],"domain_scores_gemma":[0.9968626,0.001512169,0.0005579285,0.0000565819,0.000854796,0.0001559637],"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":[0.0001620883,0.00006745179,0.001983406,0.03851705,0.0003757977,0.000546784,0.00009840747,0.0004745063,0.0007542511,0.001407298,0.1037365,0.8518766],"study_design_scores_gemma":[0.0001186407,0.0001420265,0.006399294,0.05214987,0.002364888,0.004688602,0.0002421635,0.0004002693,0.0003744212,0.002104366,0.9309068,0.0001086971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001252904,0.9973176,0.0002196178,0.001036031,0.0005198854,0.00001089613,0.0001159239,0.00001463024,0.0006400572],"genre_scores_gemma":[0.0009826979,0.996049,0.0006532556,0.001108207,0.0007278275,0.00001499501,0.0002342994,0.000004440394,0.0002253308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006807745,"threshold_uncertainty_score":0.01222467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264911850879438,"score_gpt":0.4038081656353458,"score_spread":0.1773169805474021,"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."}}