{"id":"W4405242517","doi":"10.3390/ijerph21121644","title":"Concurrent Experience of Self-Reported Mental Health Symptoms and Problematic Substance Use During the First Two Years of the COVID-19 Pandemic Among Canadian Adults: Evidence from a Repeated Nationwide Cross-Sectional Survey","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction; Mental Health Commission of Canada; University of Saskatchewan","funders":"Mental Health Commission","keywords":"Mental health; Alcohol Use Disorders Identification Test; Psychiatry; Anxiety; Cross-sectional study; Medicine; Alcohol use disorder; Psychological intervention; Pandemic; Cannabis; Substance abuse; Suicidal ideation; Depression (economics); Clinical psychology; Logistic regression; Suicide prevention; Poison control; Injury prevention; Environmental health; Coronavirus disease 2019 (COVID-19); Alcohol","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001350695,0.0004666216,0.0004709355,0.001673234,0.002154213,0.001402289,0.001527915,0.0005660742,0.001805745],"category_scores_gemma":[0.004729011,0.0005074029,0.001094877,0.00468826,0.0008090799,0.0005661983,0.001288516,0.0008252835,0.0001985182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01121803,"about_ca_system_score_gemma":0.01689832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896173,"about_ca_topic_score_gemma":0.9917424,"domain_scores_codex":[0.998556,0.0001280492,0.0001138061,0.0001990027,0.0005994455,0.0004037742],"domain_scores_gemma":[0.9960056,0.0002539424,0.00118427,0.0001640151,0.001795107,0.0005971441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002838467,0.00001291448,0.9973965,0.00004891277,0.00006240403,0.00002273564,0.0004816566,0.00002202904,0.00002997973,0.00001937761,0.0003977804,0.001477268],"study_design_scores_gemma":[0.000001676549,0.000009334771,0.9988676,0.00003287381,0.00002041335,0.00002201809,0.0006676097,0.00004503721,0.000009858317,0.000003932078,0.0003140363,0.000005623467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837749,0.002174405,0.0001403906,0.0004215766,0.00003073094,0.00009609664,0.01065711,0.00001276264,0.002692073],"genre_scores_gemma":[0.9937856,0.001632692,0.0002187309,0.0001384627,0.00001699278,0.00004214446,0.003781206,0.000004967718,0.0003792003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121803,"threshold_uncertainty_score":0.08139288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776176542343804,"score_gpt":0.470357334858662,"score_spread":0.2927396806242817,"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."}}