{"id":"W2107993292","doi":"10.1136/jech-2014-205224","title":"A longitudinal study of hepatitis C virus testing and infection status notification on behaviour change in people who inject drugs","year":2015,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; National Institutes of Health; Canadian Institutes of Health Research; University of New South Wales; Medical Research Council; Australian Government","keywords":"Medicine; Syringe; Hepatitis C; Population; Hepatitis C virus; Transmission (telecommunications); Drug; Internal medicine; Emergency medicine; Immunology; Environmental health; Virus; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002225509,0.0002159663,0.0003740653,0.0006739942,0.0009158057,0.0006964967,0.000357111,0.0008992776,0.001480157],"category_scores_gemma":[0.006563426,0.0003759692,0.0007342701,0.001049355,0.0002494886,0.0006606297,0.0007678625,0.00132914,0.0003815444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005454139,"about_ca_system_score_gemma":0.00103536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02578788,"about_ca_topic_score_gemma":0.02139854,"domain_scores_codex":[0.9988715,0.0005152121,0.00006321733,0.0001231758,0.0001665785,0.0002602884],"domain_scores_gemma":[0.9972006,0.0004688809,0.000853607,0.0002510148,0.0004899403,0.0007360265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004989939,0.0003410902,0.9950794,0.00001807679,0.00008809391,0.000071417,0.0008561005,0.00002696426,0.0001897998,0.00002673294,0.0002247732,0.002578558],"study_design_scores_gemma":[0.0000193357,0.0004887279,0.9985546,0.00001409248,0.00003991459,0.00006341789,0.0004310582,0.0001171217,0.00002548188,0.00001853986,0.0002220862,0.000005582885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986424,0.0002196633,0.0000971585,0.0001177596,0.00001303844,0.00003227297,0.0005107594,0.000004071824,0.000362785],"genre_scores_gemma":[0.998718,0.0001164786,0.0001415022,0.00008031722,0.00001028751,0.0000595633,0.0003876593,0.000002217598,0.0004839448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578788,"threshold_uncertainty_score":0.05127555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3661114336494817,"score_gpt":0.4856555984984993,"score_spread":0.1195441648490176,"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."}}