{"id":"W3214842171","doi":"10.3390/ijerph182212155","title":"Increases in Alcohol and Cannabis Use Associated with Deteriorating Mental Health among LGBTQ2+ Adults in the Context of COVID-19: A Repeated Cross-Sectional Study in Canada, 2020–2021","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Learning Partnership; Centre for Advancing Health Outcomes; St. Paul's Hospital; British Columbia Centre on Substance Use; BC Centre for Disease Control; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Mental Health Association","keywords":"Mental health; Cannabis; Context (archaeology); Cross-sectional study; Medicine; Psychiatry; Population; Coping (psychology); Poison control; Occupational safety and health; Young adult; Pandemic; Polysubstance dependence; Suicide prevention; Environmental health; Psychology; Substance use; Gerontology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.0004093108,0.0002918154,0.0003540367,0.000580946,0.001689932,0.001002576,0.0007643434,0.0005092946,0.001255593],"category_scores_gemma":[0.001142437,0.0003553839,0.0006315013,0.001674594,0.0004822793,0.0003289256,0.0007812969,0.001000984,0.0002004874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006549207,"about_ca_system_score_gemma":0.007713802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631477,"about_ca_topic_score_gemma":0.979883,"domain_scores_codex":[0.9995946,0.00004891825,0.00003309492,0.00006598768,0.0001143543,0.0001429705],"domain_scores_gemma":[0.9990703,0.00003918386,0.0002490572,0.00004125018,0.0003035033,0.0002967496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000217814,0.00002298145,0.9985868,0.0000103153,0.00002766002,0.00002467619,0.0003118133,0.00001774714,0.00005237764,0.000008121002,0.0001842466,0.000731544],"study_design_scores_gemma":[0.000001411484,0.00001339012,0.998971,0.0000094991,0.000009478214,0.00002377956,0.0007755506,0.00005194269,0.00001287596,0.000003305634,0.0001251577,0.000002584467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996869,0.0002356967,0.00003550204,0.0001500542,0.000006516309,0.00004297283,0.002063805,0.000003722162,0.0005925765],"genre_scores_gemma":[0.9980027,0.0002460403,0.00009082047,0.0001054848,0.000005089455,0.00002345364,0.001105294,0.000001972381,0.0004191402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0368523,"threshold_uncertainty_score":0.07413858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0833917619496836,"score_gpt":0.4336217350460655,"score_spread":0.3502299730963819,"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."}}