{"id":"W2007312063","doi":"10.1016/j.drugpo.2007.01.009","title":"Treatment uptake and outcomes among current and former injection drug users receiving directly observed therapy within a multidisciplinary group model for the treatment of hepatitis C virus infection","year":2007,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Medicine; Ribavirin; Hepatitis C; Directly Observed Therapy; Internal medicine; Hepatitis C virus; Addiction; Substance abuse; Pegylated interferon; Disease; Psychiatry; Intensive care medicine; Family medicine; Immunology; Virus; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004884925,0.0001829933,0.0003272192,0.0004656943,0.0001161527,0.00004339543,0.00007980629,0.00004497333,0.000004376549],"category_scores_gemma":[0.0001531289,0.0001105749,0.0002032629,0.0001160934,0.0001123787,0.0002787768,0.00002445139,0.0001210824,3.315218e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545008,"about_ca_system_score_gemma":0.0001634696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707656,"about_ca_topic_score_gemma":0.01791774,"domain_scores_codex":[0.9985338,0.00005175447,0.0006103113,0.0001538315,0.0004576171,0.0001926241],"domain_scores_gemma":[0.9985483,0.0004085763,0.0004110968,0.0001111,0.0003808945,0.0001399882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000811942,0.0005710928,0.7694027,0.00001279817,0.000564526,0.000008404255,0.0120907,0.0003852045,0.000897991,0.00005135264,0.0000192129,0.215184],"study_design_scores_gemma":[0.005482718,0.001331661,0.9538509,0.0001330909,0.00009737961,0.00006336154,0.0002220797,0.03384963,0.003946629,0.0002561199,0.0006656539,0.0001007893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995177,0.0008604498,0.001940788,0.0009074837,0.0003946028,0.0006293262,0.0000442661,0.00001118711,0.00003486153],"genre_scores_gemma":[0.9720898,0.02649432,0.000713577,0.00003302485,0.0003620119,0.00004190769,0.000011274,0.0000235919,0.0002304809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2150833,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06802872535680794,"score_gpt":0.3940810449207864,"score_spread":0.3260523195639785,"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."}}