{"id":"W3174680989","doi":"10.24095/hpcdp.41.9.02","title":"Changes in alcohol consumption during the COVID-19 pandemic: exploring gender differences and the role of emotional distress","year":2021,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; St. Francis Xavier University","funders":"Atlantic Canada Opportunities Agency; Department of Health, Western Cape Government; New Brunswick Innovation Foundation; Nova Scotia Department of Health and Wellness; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Coronavirus disease 2019 (COVID-19); Emotional distress; Alcohol consumption; Pandemic; Distress; Consumption (sociology); Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Alcohol; Social psychology; Clinical psychology; Sociology; Psychiatry; Anxiety; Medicine; Virology; Social science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0008287418,0.0001673574,0.0001612814,0.000556064,0.0005674338,0.000654525,0.0003881408,0.0003030606,0.00173474],"category_scores_gemma":[0.00200452,0.0001248854,0.0003569915,0.0006923721,0.0005460604,0.0004336179,0.0005583844,0.0003409742,0.00009062524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983192,"about_ca_system_score_gemma":0.001953603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4220109,"about_ca_topic_score_gemma":0.5726923,"domain_scores_codex":[0.9996736,0.00008517454,0.00001402609,0.00004224132,0.00005503253,0.0001298217],"domain_scores_gemma":[0.9990709,0.0002058121,0.0003875129,0.00002744799,0.0001282065,0.0001800859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004295848,0.00001325132,0.9966198,0.0000193396,0.00001610693,0.00003332792,0.001139461,0.00001444036,0.00009971891,0.00003114309,0.00007813297,0.001892246],"study_design_scores_gemma":[4.683068e-7,0.0000105459,0.9983414,0.00001153176,0.000004061675,0.00001418261,0.001499167,0.00003004175,0.00001317871,0.000009217781,0.00006468776,0.000001334977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983324,0.0004331821,0.00004512595,0.0002325872,0.000006232939,0.000008401002,0.0002471252,7.591659e-7,0.0006941825],"genre_scores_gemma":[0.9994875,0.0001917747,0.0000379287,0.00003879821,0.000003831613,0.000005620103,0.00008555495,4.951705e-7,0.0001484164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779891,"threshold_uncertainty_score":0.8391091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191121198698377,"score_gpt":0.4147461436836273,"score_spread":0.2236249449852503,"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."}}