{"id":"W2792687835","doi":"10.1016/j.addbeh.2018.03.005","title":"The additive effects of depressive symptoms and polysubstance use on HIV risk among gay, bisexual, and other men who have sex with men","year":2018,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Community Based Research Centre; AIDS Vancouver; University of Victoria; Simon Fraser University","funders":"National Institute on Drug Abuse; Michael Smith Health Research BC; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Polysubstance dependence; Psychology; Clinical psychology; Mental health; Serodiscordant; Men who have sex with men; Psychiatry; Medicine; Demography; Substance abuse; Human immunodeficiency virus (HIV); Viral load; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001515804,0.0002071717,0.0002924008,0.0001283991,0.0002988554,0.0000464513,0.00009484867,0.00008018575,0.00008238758],"category_scores_gemma":[0.0002576645,0.0001258843,0.00005381452,0.0001397865,0.001826407,0.0001862095,0.00006742012,0.0002902885,0.000007891376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005402291,"about_ca_system_score_gemma":0.0000388629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008544585,"about_ca_topic_score_gemma":0.0004666594,"domain_scores_codex":[0.9985195,0.0002140612,0.0001988448,0.0003726771,0.0003627434,0.0003321765],"domain_scores_gemma":[0.9984166,0.0005920322,0.0001741922,0.0003466851,0.000229372,0.0002411204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001108899,0.0002892442,0.9384105,0.00002650733,0.0005842429,0.00005298803,0.004640399,2.16656e-7,0.001923411,0.0001146795,0.02903447,0.02381442],"study_design_scores_gemma":[0.002967718,0.01058086,0.9356998,0.0008534783,0.0005142593,0.00001420568,0.003027027,0.00057383,0.04461198,0.00001958652,0.0009500508,0.0001872685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887553,0.000279085,0.0002224037,0.00003594352,0.000007497656,0.0009917916,0.0005495787,0.00002497181,0.00913347],"genre_scores_gemma":[0.9774233,0.0001524251,0.00002658981,0.00002708211,0.00005817719,0.0002049351,0.00001644344,0.00003892974,0.02205215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04268857,"threshold_uncertainty_score":0.6729473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528887356645904,"score_gpt":0.3158827132111598,"score_spread":0.3005938396447008,"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."}}