{"id":"W2569661228","doi":"10.3851/imp3123","title":"HCV Genotype-1 Subtypes and Resistance-Associated Substitutions in Drug-Naive and in Direct-Acting Antiviral Treatment Failure Patients","year":2016,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"NS5A; NS3; Medicine; Internal medicine; Genotype; Drug resistance; Virology; Biology; Hepatitis C virus; Hepacivirus; Virus; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230564,0.0001849786,0.0003608162,0.0002276424,0.0000910813,0.00002629962,0.00004797885,0.00009650536,0.00001905734],"category_scores_gemma":[0.0001495559,0.0001259114,0.00003871189,0.0003222617,0.0001736938,0.0002286588,0.00002554379,0.0001281663,0.0000165869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251504,"about_ca_system_score_gemma":0.00008567437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007610644,"about_ca_topic_score_gemma":0.01483854,"domain_scores_codex":[0.9986036,0.000194434,0.0002440818,0.0003557301,0.0002108458,0.0003912653],"domain_scores_gemma":[0.9994654,0.000179164,0.00006410959,0.0001599365,0.00006626814,0.00006510581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004468562,0.0002441694,0.9043443,0.000008008039,0.00004084151,0.00005617793,0.0007045379,2.302212e-8,0.003401005,0.00006187185,0.00009455287,0.0905977],"study_design_scores_gemma":[0.007247742,0.0002897335,0.9720907,0.0002976078,0.000008918827,2.36955e-7,0.00007399451,0.000007312045,0.004798373,0.0001289616,0.01486187,0.0001945079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912596,0.0006222486,0.000002320744,0.001002249,0.00003769398,0.0005401302,0.00004573064,0.00003355835,0.006456436],"genre_scores_gemma":[0.9924974,0.006511389,0.00008635699,0.00006731366,0.00002767255,0.00003389563,0.00001725048,0.00002311586,0.0007356303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09040319,"threshold_uncertainty_score":0.8280255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510943689565565,"score_gpt":0.297871199646457,"score_spread":0.2727617627508013,"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."}}