{"id":"W1974682739","doi":"10.1097/mcg.0b013e3181d46ef2","title":"Hepatocellular Carcinoma (HCC)","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Sorafenib; Hepatocellular carcinoma; Hepatitis B virus; Pharmacy; Hepatitis B; Disease; Liver disease; Excellence; Intensive care medicine; Family medicine; Internal medicine; Immunology; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.001501123,0.0001821412,0.001057523,0.0001659391,0.000036366,0.00001336085,0.0001982685,0.0002797289,0.0005305728],"category_scores_gemma":[0.0005879041,0.000132112,0.0008886922,0.00007865129,0.0002253014,0.00008185714,0.00005188405,0.001354673,0.00006396915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001378597,"about_ca_system_score_gemma":0.0001615126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000500829,"about_ca_topic_score_gemma":0.00000725362,"domain_scores_codex":[0.9973083,0.0002177589,0.001595315,0.0002120345,0.0003054301,0.0003611736],"domain_scores_gemma":[0.9978533,0.0002216036,0.000691396,0.0003280312,0.0003438531,0.000561751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002178377,0.0006664953,0.9868432,0.00001773902,0.0002153166,0.002033517,0.00002309378,7.239557e-8,0.002547053,0.00003970803,0.001885419,0.003549975],"study_design_scores_gemma":[0.006593465,0.007964781,0.9589751,0.00002581611,0.0004862946,0.003990162,0.00001575578,0.0005607414,0.001014374,0.0001264888,0.02017492,0.00007205612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927571,0.0001044149,0.0002771162,0.004291188,0.001811163,0.0001709575,0.000002499575,0.00001486301,0.0005707151],"genre_scores_gemma":[0.9914967,0.00005193997,0.004890129,0.00164642,0.001665876,0.000003259549,0.000005329155,0.00002424517,0.0002161381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02786809,"threshold_uncertainty_score":0.5885457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08843148069390919,"score_gpt":0.341268653423455,"score_spread":0.2528371727295458,"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."}}