{"id":"W4213412991","doi":"10.1016/j.jhepr.2022.100462","title":"Characteristics of hepatitis C virus resistance in an international cohort after a decade of direct-acting antivirals","year":2022,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Hepatitis C virus research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"National Health and Medical Research Council; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministero della Salute; Gilead Sciences; University of Sydney; Department of Health and Ageing, Australian Government; Genome British Columbia; Merck","keywords":"NS5A; NS5B; Medicine; Hepatitis C virus; Sofosbuvir; Drug resistance; Virology; NS3; Internal medicine; Ribavirin; Virus; Hepacivirus; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000625226,0.0002624024,0.0002393797,0.001109218,0.0006387237,0.00082027,0.0003276052,0.0004995855,0.001857697],"category_scores_gemma":[0.00207373,0.0002530046,0.0003901915,0.001236032,0.0003765975,0.0007098293,0.0005193427,0.0006243233,0.0004281372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307047,"about_ca_system_score_gemma":0.0003449471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008022981,"about_ca_topic_score_gemma":0.00440409,"domain_scores_codex":[0.9996543,0.00005628994,0.00003309816,0.0001137833,0.00004391979,0.00009859031],"domain_scores_gemma":[0.9982535,0.0001633582,0.0008494756,0.0001288872,0.0001874026,0.0004173176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004126027,0.000014909,0.99909,0.000001715799,0.0000105118,0.00005396963,0.0001267518,0.00001621237,0.00009470248,0.000008500218,0.00006779192,0.0004737166],"study_design_scores_gemma":[0.000002980131,0.00006395837,0.9989887,0.000003276798,0.000007507226,0.0002602306,0.0004169508,0.0000503331,0.00001967757,0.000008419377,0.0001745964,0.000003435607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992722,0.00007923058,0.00002387946,0.00003553492,0.000003711751,0.000004414577,0.0002332573,0.000001791509,0.0003459267],"genre_scores_gemma":[0.9992946,0.00007940059,0.00002458967,0.00003995849,0.000008967587,0.000007143539,0.0003825771,0.000002616717,0.0001600825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008022981,"threshold_uncertainty_score":0.01595259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363229032308668,"score_gpt":0.3330416408986754,"score_spread":0.3094093505755888,"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."}}