{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913262,0.0002145866,0.0002566695,0.0006522149,0.0006066013,0.0005557961,0.000232689,0.0003449855,0.003525293],"category_scores_gemma":[0.001548378,0.0002404917,0.0003453571,0.0008068279,0.0002015334,0.0006244072,0.0005121885,0.000451845,0.0002222368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187609,"about_ca_system_score_gemma":0.0003156502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00642785,"about_ca_topic_score_gemma":0.009411291,"domain_scores_codex":[0.9997042,0.0000890017,0.00003048628,0.00003968425,0.00007887325,0.00005774047],"domain_scores_gemma":[0.9993104,0.0001217276,0.0003487869,0.00002472895,0.00006192485,0.0001324573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009622417,0.00005252614,0.9967523,0.0000278076,0.00004045762,0.00006596081,0.00009107525,0.00001517822,0.00008129312,0.00003191293,0.0001280277,0.002617481],"study_design_scores_gemma":[0.000006868422,0.00009484584,0.9983747,0.00003555315,0.00004588549,0.0004472079,0.0003056008,0.0001597849,0.00003015513,0.00006118949,0.000435748,0.000002356134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963484,0.001131463,0.000073188,0.0001175125,0.00001419016,0.00002688846,0.0003729473,0.000005386777,0.001910096],"genre_scores_gemma":[0.9984599,0.0004914507,0.00008033016,0.00006834966,0.00002425804,0.00001274375,0.000213411,0.000001236652,0.0006482049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00642785,"threshold_uncertainty_score":0.0127809,"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."}}