{"id":"W4311988559","doi":"10.1016/j.drugalcdep.2022.109718","title":"Crystal methamphetamine use and bacterial sexually transmitted infections (STIs) among gay, bisexual and other sexual minority men in Canada","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; McGill University; Community Based Research Centre; Institut National de Santé Publique du Québec; AIDS Vancouver; St. Michael's Hospital; University of Toronto; Toronto Metropolitan University","funders":"Canada Research Chairs; Michael Smith Health Research BC; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research; Canadian Bar Association; Canadian Institutes of Health Research; Ryerson University","keywords":"Male Homosexuality; Sexual minority; Demography; Psychology; Medicine; Syphilis; Sociology; Men who have sex with men; Sexual orientation; Social psychology; Virology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006508677,0.0003928218,0.0004185475,0.0009682351,0.002608132,0.001240232,0.001143205,0.0004029361,0.003022945],"category_scores_gemma":[0.002324655,0.0004027667,0.0007612464,0.002105629,0.0007418861,0.0004148099,0.001491514,0.0007656972,0.0002016657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0205754,"about_ca_system_score_gemma":0.03546486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960709,"about_ca_topic_score_gemma":0.9970643,"domain_scores_codex":[0.9994439,0.00007007663,0.00002816164,0.00008237523,0.0001434094,0.0002320696],"domain_scores_gemma":[0.9987246,0.0001068997,0.0003069615,0.00004376506,0.0004526188,0.0003650936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003065799,0.00003035543,0.9969902,0.00001878796,0.00002855457,0.0000319711,0.0004537522,0.00009692537,0.00004430682,0.00007601457,0.000275953,0.001922444],"study_design_scores_gemma":[0.00001026458,0.00002219048,0.9968984,0.00004919882,0.00004509385,0.00003757971,0.001634741,0.000532814,0.00005316983,0.00004128536,0.0006670597,0.000008178764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941835,0.0008572681,0.0001312656,0.0004494349,0.000009336312,0.0000609038,0.002869787,0.00001129705,0.001427112],"genre_scores_gemma":[0.9973235,0.0006591285,0.0001855924,0.0000743925,0.000005208052,0.00002171902,0.0008873892,0.000003354894,0.0008397311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205754,"threshold_uncertainty_score":0.1492857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643140543607775,"score_gpt":0.3040231579474436,"score_spread":0.2575917525113658,"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."}}