{"id":"W2152872602","doi":"10.1093/cid/cit300","title":"Injection Drug Use and Hepatitis C Virus Infection in Young Adult Injectors: Using Evidence to Inform Comprehensive Prevention","year":2013,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; National Institute on Drug Abuse; Centers for Disease Control and Prevention; York University; Medical Research Council; National Institute of Diabetes and Digestive and Kidney Diseases; Australian Government","keywords":"Medicine; Transmission (telecommunications); Hepatitis C virus; Hepatitis C; Injection drug use; Syringe; Environmental health; Intensive care medicine; Human immunodeficiency virus (HIV); Drug injection; Family medicine; Virology; Virus; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003134218,0.0002615569,0.0005500789,0.0005406679,0.0001936049,0.0002454902,0.00006438078,0.000206515,0.0002003876],"category_scores_gemma":[0.008423048,0.0002575371,0.0001856117,0.0009521525,0.000207451,0.001704551,0.0001825179,0.0005402541,0.000223923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545328,"about_ca_system_score_gemma":0.0002490169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1466869,"about_ca_topic_score_gemma":0.05532585,"domain_scores_codex":[0.9971577,0.0004608624,0.0009455213,0.0005583601,0.0004477242,0.000429824],"domain_scores_gemma":[0.9968525,0.0009772176,0.0001859915,0.000374389,0.0009642728,0.0006455941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025023,0.0004732807,0.980624,0.0001636822,0.00005903063,0.00001440247,0.000153475,0.0001319996,0.0003325098,0.00001455994,0.0006469194,0.01728366],"study_design_scores_gemma":[0.001156104,0.00121237,0.9919624,0.0009481771,0.00009944799,0.00002456865,0.00002782704,0.003875417,0.00009321065,0.0002331935,0.0001167832,0.0002504774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964154,0.0001361501,0.0004423223,0.0001391383,0.0004790561,0.002060286,0.00001709735,0.000192233,0.0001183021],"genre_scores_gemma":[0.9950396,0.003451,0.0001118302,0.0006726549,0.0002754549,0.0002522024,0.000025948,0.00003949305,0.0001317631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09136107,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196186397000718,"score_gpt":0.4305235626266717,"score_spread":0.3109049229265999,"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."}}