{"id":"W4387866427","doi":"10.1080/10826084.2023.2269577","title":"Attitudes of Gay, Bisexual, and Other Men Who Have Sex with Men (GBM) toward Their Use of Amphetamine-Type Stimulants and Relation to Reducing Use in Three Canadian Cities","year":2023,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Institut National de Santé Publique du Québec; Simon Fraser University; McGill University; McGill University Health Centre; Toronto Metropolitan University; Western University; University of Toronto; University of Victoria; AIDS Vancouver; British Columbia Centre on Substance Use; University of British Columbia","funders":"Canadian Institutes of Health Research; Public Health Agency; Michael Smith Health Research BC; National Institute on Drug Abuse; Providence Health Care; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Amphetamine; Homosexuality; Psychology; Substance use; Men who have sex with men; Male Homosexuality; Clinical psychology; Medicine; Psychiatry; Human immunodeficiency virus (HIV); Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161279,0.0001546933,0.0003464413,0.0005078848,0.00005132253,0.00005267367,0.00006917405,0.00006918322,0.00004747987],"category_scores_gemma":[0.0003241424,0.0001239988,0.00002717871,0.0004665192,0.0001642095,0.0003688995,0.00003050495,0.0001378956,0.000003676786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009156689,"about_ca_system_score_gemma":0.0001455687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1094408,"about_ca_topic_score_gemma":0.4012596,"domain_scores_codex":[0.998769,0.00006262037,0.0003041586,0.0002814286,0.0002461171,0.000336702],"domain_scores_gemma":[0.9989473,0.0002060019,0.00007134399,0.000319516,0.0001815318,0.0002743534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004797977,0.00005476939,0.9764112,0.0002112068,0.0001214706,0.00004496384,0.00956583,0.000123877,0.005652263,0.00005312696,0.006325117,0.000956415],"study_design_scores_gemma":[0.00150229,0.00104985,0.9803189,0.001443966,0.0000371851,0.00001010008,0.003246862,0.009236902,0.002104185,0.00002852231,0.0008456054,0.0001756021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983342,0.0002377616,0.00005046758,0.0001943591,0.000006829874,0.0005579413,0.0001663288,0.00002216309,0.000429966],"genre_scores_gemma":[0.9868967,0.0002751029,0.0004334609,0.00003134372,0.00001507266,0.00001442526,0.00003067081,0.00003470059,0.01226851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2918187,"threshold_uncertainty_score":0.8964894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465984999273926,"score_gpt":0.360153601130439,"score_spread":0.2135551012030465,"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."}}