{"id":"W2800672488","doi":"10.1097/qad.0000000000001847","title":"Depressive symptoms and problematic alcohol and other substance use in 1476 gay, bisexual, and other MSM at three research sites in Kenya","year":2018,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Wellcome Trust","keywords":"Alcohol Use Disorders Identification Test; Medicine; Confidence interval; Psychiatry; Men who have sex with men; Substance abuse; Poison control; Injury prevention; Environmental health; Human immunodeficiency virus (HIV); Internal medicine; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006896112,0.0003705008,0.0003362194,0.0005548545,0.001645967,0.0005325005,0.0005073195,0.0004924625,0.001641754],"category_scores_gemma":[0.001097543,0.0005990858,0.00028616,0.0007908092,0.0005086047,0.0004247489,0.0008985598,0.0005154421,0.0002430801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006902174,"about_ca_system_score_gemma":0.0008688279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05897246,"about_ca_topic_score_gemma":0.1220309,"domain_scores_codex":[0.9996451,0.000127803,0.00004129726,0.00005905515,0.00005810914,0.00006847336],"domain_scores_gemma":[0.999569,0.00005922735,0.0001853829,0.00001475264,0.00005685549,0.000114724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004376354,0.00006436578,0.9963515,0.00004416672,0.00003110422,0.0001657525,0.001457675,0.00001484061,0.0002681343,0.00001578626,0.0002063696,0.001336575],"study_design_scores_gemma":[0.00001544599,0.0001285573,0.9932896,0.00006833813,0.00003660326,0.0003926047,0.005552559,0.00009898804,0.0001114687,0.00001526838,0.0002829038,0.000007661793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991714,0.000138285,0.0000394307,0.00004116745,0.000002669861,0.00003831382,0.0003735612,0.000001380066,0.0001939565],"genre_scores_gemma":[0.9989423,0.0002304089,0.0002108329,0.00007000721,0.000003478895,0.00005438675,0.000282181,0.000001314166,0.0002051685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05897246,"threshold_uncertainty_score":0.1172584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623338650742778,"score_gpt":0.4222482064980145,"score_spread":0.2599143414237367,"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."}}