{"id":"W2590576529","doi":"10.1186/s12879-017-2256-5","title":"The need for treatment scale-up to impact HCV transmission in people who inject drugs in Montréal, Canada: a modelling study","year":2017,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôpital Charles-Le Moyne; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Institute of Health Services and Policy Research; Centre National de la Recherche Scientifique; Agence Nationale de Recherches sur le Sida et les Hépatites Virales; Institute of Population and Public Health; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Incidence (geometry); Treatment as prevention; Medical microbiology; Cirrhosis; Transmission (telecommunications); Hepatitis C; Limiting; Internal medicine; Hepatology; Environmental health; Intensive care medicine; Human immunodeficiency virus (HIV); Immunology; Viral load; Antiretroviral therapy","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":[0.001640303,0.001120225,0.0007260664,0.0008277123,0.001909878,0.001754821,0.002886476,0.001434197,0.005729454],"category_scores_gemma":[0.004715553,0.0005478134,0.001784736,0.001311815,0.0008541559,0.0007596416,0.000908549,0.001064123,0.0002981656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04387935,"about_ca_system_score_gemma":0.03016546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835096,"about_ca_topic_score_gemma":0.9719561,"domain_scores_codex":[0.999034,0.000355387,0.00002143405,0.0001056197,0.00007439952,0.0004091022],"domain_scores_gemma":[0.9972446,0.001108917,0.0002625821,0.0001056529,0.0008600216,0.0004182714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008073713,0.0005775085,0.1058629,0.0002537623,0.0004262569,0.0005831892,0.0005139995,0.8661621,0.0008754386,0.005873463,0.007388662,0.01067534],"study_design_scores_gemma":[0.0006086499,0.0005488241,0.04065302,0.0001167286,0.000402141,0.0001091738,0.001051437,0.9501975,0.0003475677,0.001241687,0.004631042,0.00009214741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657257,0.0009621518,0.006171195,0.002984834,0.00006014343,0.0006255863,0.006664519,0.0001594958,0.01664652],"genre_scores_gemma":[0.9903976,0.0005181599,0.003584325,0.0002327861,0.00001406199,0.0002084329,0.001325863,0.0000192424,0.003699567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387935,"threshold_uncertainty_score":0.3183684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782784812206311,"score_gpt":0.3406812373880495,"score_spread":0.3128533892659863,"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."}}