{"id":"W2761242379","doi":"10.1371/journal.pone.0206356","title":"Combination interventions for Hepatitis C and Cirrhosis reduction among people who inject drugs: An agent-based, networked population simulation experiment","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; York University; National Institute on Drug Abuse; Centers for Disease Control and Prevention; Center for Drug Use and HIV Research; National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; New York City Department of Health and Mental Hygiene","keywords":"Medicine; Hepatitis C; Psychological intervention; Population; Liver disease; Environmental health; Treatment as prevention; Syringe; Hepatitis C virus; Cirrhosis; Demography; Internal medicine; Immunology; Viral load; Psychiatry; Human immunodeficiency virus (HIV); Virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002728027,0.0009477779,0.0007582114,0.0004980937,0.0004627006,0.0007985458,0.001191176,0.001206149,0.004100663],"category_scores_gemma":[0.008002237,0.0003573808,0.001090746,0.0003617654,0.0007667468,0.001022083,0.001038606,0.001462597,0.0001899964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129166,"about_ca_system_score_gemma":0.001398589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094389,"about_ca_topic_score_gemma":0.00897829,"domain_scores_codex":[0.998983,0.0006997251,0.00002982913,0.0001101386,0.00006132209,0.0001160717],"domain_scores_gemma":[0.9904428,0.007950381,0.0005417836,0.0002759915,0.0003632563,0.0004257278],"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":[0.002503318,0.004276489,0.01461731,0.0002516111,0.0003808661,0.0002003915,0.0002872722,0.9579298,0.0007452048,0.007027006,0.001616368,0.01016432],"study_design_scores_gemma":[0.001809202,0.004117094,0.003570046,0.0000479177,0.0002146906,0.00002904482,0.0003193291,0.9827651,0.0005361062,0.005510281,0.001037702,0.00004341415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840599,0.0002261957,0.00802582,0.0006279186,0.00009151231,0.0005253897,0.0006063544,0.00007773722,0.005759156],"genre_scores_gemma":[0.9906875,0.0001394982,0.0068003,0.0002184839,0.00001699116,0.0007041882,0.0003027998,0.000007874046,0.001122281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094389,"threshold_uncertainty_score":0.0217604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09703232575478687,"score_gpt":0.365994323876891,"score_spread":0.2689619981221041,"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."}}