{"id":"W4200458747","doi":"10.1186/s13011-021-00425-3","title":"Perceived difficulty of getting help to reduce or abstain from substances among sexual and gender minority men who have sex with men (SGMSM) and use methamphetamine during the early period of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Toronto Metropolitan University; University of British Columbia; University of Victoria; McGill University; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Health psychology; Methamphetamine; Sexual behavior; Psychology; Public health; Period (music); Clinical psychology; Psychiatry; Demography; Medicine; Developmental psychology; Sociology","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":[0.0002118864,0.0002194214,0.0004029691,0.00009479833,0.0002629272,0.00006337363,0.00008258417,0.00006654614,0.00006998825],"category_scores_gemma":[0.0001546951,0.0001177302,0.00008287928,0.0002778238,0.0003345818,0.000206929,0.00003722661,0.0001285145,3.562253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840066,"about_ca_system_score_gemma":0.000187454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0035155,"about_ca_topic_score_gemma":0.01614073,"domain_scores_codex":[0.9983243,0.0003379476,0.0003605408,0.0003964257,0.0002981303,0.0002826063],"domain_scores_gemma":[0.998858,0.000190457,0.0001732547,0.0003782768,0.0001294128,0.0002706042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008440254,0.0002965931,0.877184,0.0003216457,0.000665657,0.00003162366,0.07077039,0.000006237843,0.04608787,0.00004678129,0.0001837012,0.00356145],"study_design_scores_gemma":[0.004105659,0.000867004,0.9671778,0.0002065161,0.0002707554,0.00006063733,0.02212293,0.0001746201,0.004694132,0.00005263489,0.0001266747,0.0001406254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965538,0.001457658,0.00006879395,0.0005826016,0.000004036277,0.0008517191,0.0001576365,0.00001765897,0.0003060974],"genre_scores_gemma":[0.949712,0.001765815,0.0001757789,0.00004050397,0.00005350068,0.00007403678,0.00002921274,0.00001535758,0.04813383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08999378,"threshold_uncertainty_score":0.9006904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05503290537040908,"score_gpt":0.3548779721055023,"score_spread":0.2998450667350932,"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."}}