{"id":"W2115399503","doi":"10.1002/hep.26431","title":"Hepatitis C virus treatment for prevention among people who inject drugs: Modeling treatment scale-up in the age of direct-acting antivirals","year":2013,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":502,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse; Centre for the Development and Evaluation of Complex Interventions for Public Health Improvement; Economic and Social Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Institutes of Health; National Health and Medical Research Council; Cancer Research UK; Michael Smith Health Research BC; United Kingdom Clinical Research Collaboration; University of New South Wales; British Heart Foundation; Wellcome Trust; Australian Government; Gilead Sciences","keywords":"Medicine; Virology; Intensive care medicine; Scale (ratio)","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":[0.002050546,0.001066993,0.001121301,0.0008061493,0.000819203,0.001793795,0.002006721,0.002459913,0.006121267],"category_scores_gemma":[0.006929944,0.0008073939,0.001884306,0.0009355605,0.0009764633,0.001470802,0.001550952,0.002007538,0.0004857085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411428,"about_ca_system_score_gemma":0.003518547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1667913,"about_ca_topic_score_gemma":0.09335271,"domain_scores_codex":[0.9991205,0.0004679669,0.00002770967,0.0001204562,0.00005261581,0.0002106138],"domain_scores_gemma":[0.9963455,0.002311274,0.0004663506,0.00009039157,0.0003724287,0.0004141511],"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":[0.000123217,0.0001270734,0.009498777,0.00005019792,0.0001004187,0.0001250942,0.00008459762,0.9828372,0.0001172189,0.003399267,0.0009687703,0.002568145],"study_design_scores_gemma":[0.00007165154,0.00009830106,0.001673594,0.00002103957,0.00005344556,0.00002882056,0.0001350259,0.9949161,0.0000350532,0.002166195,0.0007871262,0.00001373878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228193,0.001222661,0.04195618,0.006447076,0.0002122952,0.0004297243,0.003648875,0.0002094818,0.0230544],"genre_scores_gemma":[0.9795997,0.0005502756,0.01030841,0.0004607491,0.00004557885,0.0003496014,0.001020328,0.00003362624,0.007631822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667913,"threshold_uncertainty_score":0.331641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06105519014898377,"score_gpt":0.357118141643203,"score_spread":0.2960629514942193,"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."}}