{"id":"W4407132383","doi":"10.1136/bmjph-2024-000965","title":"Co-occurrence of depression, anxiety and increased alcohol use during the late stage of the COVID-19 pandemic in Saskatchewan, Canada: a cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Saskatchewan Health Authority; University of Saskatchewan; Saskatchewan Health","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Mental health; Depression (economics); Medicine; Pandemic; Cross-sectional study; Logistic regression; Environmental health; Dual diagnosis; Psychological intervention; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease","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":[0.0005916849,0.0003480087,0.0003364278,0.001018031,0.001764178,0.001083927,0.0009503156,0.000523565,0.002287684],"category_scores_gemma":[0.001275552,0.0004811516,0.0005152986,0.003002129,0.000700975,0.0004950303,0.001268996,0.0009260199,0.0004188424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242318,"about_ca_system_score_gemma":0.01686577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9799628,"about_ca_topic_score_gemma":0.989399,"domain_scores_codex":[0.9993312,0.00007847512,0.00008858396,0.0001031521,0.0001888305,0.0002096919],"domain_scores_gemma":[0.9981376,0.0001166738,0.0004812243,0.00007523695,0.0006581383,0.0005311398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001864853,0.00001839206,0.9978793,0.00003478587,0.0000341975,0.00005744974,0.0004259057,0.00002927493,0.000132252,0.0000147271,0.0004344153,0.000920712],"study_design_scores_gemma":[0.000002073006,0.00001605655,0.9982514,0.00002415703,0.000009299858,0.0000416312,0.001330654,0.00005663949,0.00002218633,0.000005545366,0.0002347454,0.000005548657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906676,0.000501845,0.00008559845,0.0003090159,0.00001135582,0.00008744486,0.006997667,0.000007795703,0.00133161],"genre_scores_gemma":[0.9962288,0.0005794329,0.0001719743,0.0002421259,0.000005768817,0.0000437725,0.001905277,0.000003041153,0.0008198114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003717,"threshold_uncertainty_score":0.09013695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536805735385216,"score_gpt":0.4611020853220413,"score_spread":0.3074215117835197,"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."}}