{"id":"W1975196040","doi":"10.1093/jurban/jth148","title":"The Cost of Inaction on HIV Transmission among Injection Drug Users and the Potential for Effective Interventions","year":2004,"lang":"en","type":"article","venue":"Journal of Heredity","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Psychological intervention; Medicine; Human immunodeficiency virus (HIV); Demography; Environmental health; Transmission (telecommunications); Total cost; Family medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0013815,0.0003896495,0.0006444028,0.0008674262,0.0008889265,0.001397879,0.0006320284,0.002738903,0.01422787],"category_scores_gemma":[0.01153843,0.0003343404,0.001023439,0.0006572696,0.0009831177,0.001646018,0.0007731565,0.001383175,0.0003236589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107926,"about_ca_system_score_gemma":0.00187572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508778,"about_ca_topic_score_gemma":0.02749301,"domain_scores_codex":[0.9984079,0.001075351,0.00005860745,0.00004568799,0.0001526513,0.0002597897],"domain_scores_gemma":[0.9922166,0.005653959,0.0007275161,0.0001583226,0.0005158943,0.0007276729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006764136,0.005182066,0.4444984,0.001774611,0.001229225,0.003273758,0.0009454795,0.01085861,0.001789391,0.05383971,0.01351686,0.4563279],"study_design_scores_gemma":[0.0007998808,0.005526322,0.8906402,0.001973481,0.00218677,0.005588572,0.004435576,0.0187342,0.0007791583,0.05374534,0.01544301,0.0001474758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348363,0.04337086,0.001218464,0.07027479,0.00041836,0.0001126299,0.001490029,0.00003013529,0.04824836],"genre_scores_gemma":[0.9853914,0.01003351,0.0007898704,0.001467033,0.0005520603,0.00004154565,0.0001325876,0.000004982262,0.001586931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508778,"threshold_uncertainty_score":0.04759693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095023379789544,"score_gpt":0.3351267449814906,"score_spread":0.3141765111835952,"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."}}