{"id":"W1999480157","doi":"10.1377/hlthaff.2011.0663","title":"The Urgency Of Providing Comprehensive And Integrated Treatment For Substance Abusers With HIV","year":2011,"lang":"en","type":"article","venue":"Health Affairs","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Substance abuse; Human immunodeficiency virus (HIV); Medicine; Substance abuse treatment; Population; Psychiatry; Drug; Family medicine; Environmental health","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":[0.0001349459,0.0001533435,0.000336657,0.00005116577,0.0001537957,0.000004366433,0.00005447652,0.00003903624,0.000007975923],"category_scores_gemma":[0.00003366926,0.00008410361,0.00003253817,0.0001561125,0.0001451511,0.0000409613,0.000005961061,0.00008292002,0.0000032821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474898,"about_ca_system_score_gemma":0.0003817252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020491,"about_ca_topic_score_gemma":0.0009564439,"domain_scores_codex":[0.9989642,0.00004674647,0.0002943802,0.0002235973,0.0001319073,0.0003391696],"domain_scores_gemma":[0.998972,0.0001801773,0.0001856543,0.0002604882,0.0001770537,0.0002246106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.02123596,0.001975048,0.1737819,0.004617169,0.001154195,0.00008901877,0.5265564,0.00001739542,0.002072127,0.01296243,0.01784966,0.2376887],"study_design_scores_gemma":[0.01487824,0.01910913,0.03622744,0.001602398,0.0003259241,0.0001172893,0.8482972,0.001496143,0.01068104,0.0003118446,0.06637219,0.0005811183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810396,0.005739964,0.001019525,0.004087517,0.0001464698,0.004363442,0.00007155579,0.0001148275,0.003417045],"genre_scores_gemma":[0.9938675,0.001114995,0.004220462,0.0001117397,0.00002577096,0.0001437486,0.0000196982,0.00002930152,0.0004668536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217408,"threshold_uncertainty_score":0.3429646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038888068213893,"score_gpt":0.3478666163190186,"score_spread":0.2439778094976292,"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."}}