{"id":"W2111456931","doi":"10.1200/jco.2011.38.2697","title":"Plasma MicroRNA Panel to Diagnose Hepatitis B Virus–Related Hepatocellular Carcinoma","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":643,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Internal medicine; Hepatitis B virus; microRNA; Receiver operating characteristic; Oncology; Cohort; Liver cancer; Gastroenterology; Liver disease; Logistic regression; Hepatitis B; Cancer; Area under the curve; Virus; Immunology; Gene","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":[0.001534726,0.0006526685,0.0005802686,0.001044797,0.0002466948,0.0005200501,0.000246597,0.0005103058,0.001036257],"category_scores_gemma":[0.003151902,0.0002251332,0.000290937,0.0004086876,0.0001948952,0.0003210145,0.0002912742,0.0005050116,0.0008016106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140485,"about_ca_system_score_gemma":0.0002091834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003017713,"about_ca_topic_score_gemma":0.00048454,"domain_scores_codex":[0.9992089,0.000294505,0.00008382415,0.0001484362,0.0002223055,0.00004205672],"domain_scores_gemma":[0.9988062,0.0004680604,0.0002793212,0.00006445456,0.0002843605,0.00009754696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001363177,0.0002704828,0.8736045,0.0001641621,0.0001993652,0.0003021948,0.0001312752,0.000872415,0.06839132,0.0000725568,0.00127581,0.05335259],"study_design_scores_gemma":[0.0001492409,0.002323161,0.8944089,0.0001343699,0.000334977,0.005512353,0.0002149745,0.02061999,0.07029007,0.0004282793,0.005534062,0.00004963457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986285,0.003043206,0.006951197,0.0002721106,0.0000701895,0.0001223357,0.0007126984,0.000250033,0.002293267],"genre_scores_gemma":[0.9886851,0.0004172244,0.00926837,0.0002213421,0.00003596495,0.000102631,0.0007183325,0.0000165939,0.0005344311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534726,"threshold_uncertainty_score":0.008116543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.092397048890682,"score_gpt":0.3544049140683008,"score_spread":0.2620078651776188,"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."}}