{"id":"W2008615142","doi":"10.1016/j.cgh.2008.08.041","title":"Utility of Lens culinaris Agglutinin-Reactive Fraction of α-Fetoprotein and Des-Gamma-Carboxy Prothrombin, Alone or in Combination, as Biomarkers for Hepatocellular Carcinoma","year":2008,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Gastroenterology; Internal medicine; Cirrhosis; Alpha-fetoprotein; Population","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":[0.001571987,0.0007059187,0.0007759635,0.001898905,0.0003123724,0.0009769426,0.00035452,0.0006310552,0.0004776831],"category_scores_gemma":[0.005356394,0.0002673783,0.000390164,0.0008443096,0.0004829236,0.0007472606,0.0002290841,0.000711208,0.0002137432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051893,"about_ca_system_score_gemma":0.0004010331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009660531,"about_ca_topic_score_gemma":0.001291777,"domain_scores_codex":[0.9992367,0.0003891822,0.00006459196,0.00009465365,0.0001460803,0.00006885575],"domain_scores_gemma":[0.9974071,0.001145852,0.0004093016,0.0001864482,0.0004276637,0.0004235825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008194378,0.0003006193,0.9264714,0.00008030367,0.0004842548,0.0008922643,0.0001173752,0.0005687412,0.03106635,0.0001333414,0.0003676395,0.03132326],"study_design_scores_gemma":[0.0003470166,0.003741802,0.9192543,0.00004922994,0.001440916,0.008467574,0.000375664,0.01341417,0.04963158,0.0006444189,0.002565107,0.00006829199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862309,0.009694797,0.0007520227,0.0003338094,0.00008744421,0.00002205061,0.0001490407,0.00005115122,0.002678788],"genre_scores_gemma":[0.9985759,0.0004861332,0.0005501474,0.00004839437,0.00005942722,0.000005599266,0.00007581594,0.000002886882,0.0001957015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898905,"threshold_uncertainty_score":0.008313537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126719943596088,"score_gpt":0.3311054112989252,"score_spread":0.2043854677028372,"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."}}