{"id":"W2614307708","doi":"10.1080/09540121.2017.1327646","title":"HIV-infected individuals who use alcohol and other drugs, and virologic suppression","year":2017,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Medicine; Heroin; Logistic regression; Substance abuse; Substance dependence; Cohort; Anxiety; Depression (economics); Drug; Odds ratio; Substance use; Human immunodeficiency virus (HIV); Viral load; Psychiatry; Internal medicine; Immunology","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":[0.0001158623,0.0001083584,0.0002003538,0.0000998828,0.0002989814,0.0001650317,0.00009667798,0.0001007825,0.0003555308],"category_scores_gemma":[0.0005463439,0.00007881043,0.00006217688,0.0000340183,0.0001932157,0.0002271255,0.0001918624,0.0001834009,0.00003518196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469693,"about_ca_system_score_gemma":0.00002028676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001841655,"about_ca_topic_score_gemma":0.00001841962,"domain_scores_codex":[0.9991817,0.00007038286,0.0001217713,0.0002250832,0.0001811916,0.0002198578],"domain_scores_gemma":[0.9991855,0.00006088947,0.00005414878,0.0004187225,0.00008520054,0.0001955263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004803826,0.0000417811,0.9237357,0.0001051966,0.00006992378,0.00002252052,0.001543341,3.376408e-8,0.003832624,0.000174246,0.03202,0.03840657],"study_design_scores_gemma":[0.003388946,0.002393121,0.8784881,0.0006642448,0.0001236194,0.00003624597,0.001380934,0.0001068763,0.005080143,0.0001220145,0.1080258,0.0001899419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896167,0.001037787,0.00002796982,0.0004458298,0.0000235236,0.0002919673,0.0001858576,0.00003652195,0.008333842],"genre_scores_gemma":[0.9879954,0.0001630551,0.0003529216,0.0002078736,0.00006538799,0.0000213168,0.00005063152,0.00001635609,0.01112703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07600581,"threshold_uncertainty_score":0.3892813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660058067782607,"score_gpt":0.3525989790780582,"score_spread":0.3159983984002321,"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."}}