{"id":"W2970093192","doi":"10.1158/1940-6207.capr-19-0162","title":"Risk of <i>De Novo</i> Hepatocellular Carcinoma Following Use of Direct Acting Antiviral Medications for Treatment of Chronic Hepatitis C","year":2019,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"National Cancer Institute; Mayo Clinic","keywords":"Hepatocellular carcinoma; Medicine; Chronic hepatitis; Antiviral treatment; Hepatitis C; Virology; Internal medicine; Gastroenterology; 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":[0.001397256,0.0001300362,0.0005873621,0.0004103067,0.00008996826,0.00001112735,0.0001564043,0.0001181922,0.000289971],"category_scores_gemma":[0.0005263009,0.0001205869,0.000392184,0.0006441814,0.0001763326,0.0001563873,0.00006506374,0.0001695807,0.00000735279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008326093,"about_ca_system_score_gemma":0.001821118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103017,"about_ca_topic_score_gemma":0.001027118,"domain_scores_codex":[0.9971572,0.0005129236,0.0005658088,0.0003398545,0.0009349781,0.000489238],"domain_scores_gemma":[0.9974728,0.0008705253,0.0002503462,0.0005695889,0.0007041481,0.0001325611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001882552,0.0004227324,0.8611718,0.0008135194,0.0004833151,0.000006578864,0.0003746493,0.00002157108,0.06809381,0.00003607031,0.0001160309,0.06827164],"study_design_scores_gemma":[0.008274212,0.007130636,0.2047384,0.002112611,0.0006554826,0.000002100443,0.0002610248,0.03151887,0.7278485,0.0001432066,0.01705087,0.0002640247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934303,0.001780082,0.0007585263,0.0001357016,0.000102981,0.002507207,0.0002709209,0.00001385027,0.001000488],"genre_scores_gemma":[0.9918323,0.004315168,0.0008201107,0.000003104475,0.00009303237,0.0005191952,0.000067409,0.00003836633,0.002311292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597548,"threshold_uncertainty_score":0.9962888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085607382050704,"score_gpt":0.4276507443475474,"score_spread":0.319090006142477,"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."}}