{"id":"W2193264460","doi":"10.1371/journal.pone.0143836","title":"Are Interferon-Free Direct-Acting Antivirals for the Treatment of HCV Enough to Control the Epidemic among People Who Inject Drugs?","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; AIDS Vancouver","funders":"National Institute on Drug Abuse; Gilead Sciences; Pfizer; Canadian Institutes of Health Research; Bristol-Myers Squibb","keywords":"Medicine; Harm reduction; Transmission (telecommunications); Hepatitis C; Incidence (geometry); Internal medicine; Virology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00320014,0.0004662488,0.0008586466,0.0002073553,0.000353937,0.001586374,0.001044187,0.001340441,0.003809936],"category_scores_gemma":[0.01121692,0.0003446954,0.001007185,0.0003163347,0.0008849001,0.001673492,0.0007819635,0.0008981413,0.0002748907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480985,"about_ca_system_score_gemma":0.007304997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0592812,"about_ca_topic_score_gemma":0.07297361,"domain_scores_codex":[0.9982686,0.0009757617,0.00005572609,0.0001650498,0.0002587371,0.000276168],"domain_scores_gemma":[0.9936602,0.003919736,0.001374939,0.0002367165,0.0003436964,0.0004647691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.006416846,0.001711038,0.2091262,0.004901874,0.002390754,0.0007804729,0.0008269531,0.5435851,0.006979663,0.04289517,0.009901015,0.1704849],"study_design_scores_gemma":[0.002736156,0.008054979,0.1799128,0.002843435,0.00282723,0.0006594269,0.001946656,0.6737319,0.003101184,0.08147236,0.04241289,0.0003009185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177429,0.02364632,0.02017696,0.02059346,0.0003483891,0.000268133,0.001951726,0.0001256422,0.01514649],"genre_scores_gemma":[0.9900316,0.003852285,0.003286767,0.001020129,0.00007122236,0.00006854366,0.0002185828,0.00001286077,0.001438046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0592812,"threshold_uncertainty_score":0.1178723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470492652581016,"score_gpt":0.3414621198262123,"score_spread":0.1944128545681107,"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."}}