{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000453648,0.00009325284,0.0001615492,0.00004834976,0.0001847335,0.00001120311,0.00005663987,0.00002466118,0.0004751551],"category_scores_gemma":[0.00002827517,0.00006882995,0.00002186738,0.0001087041,0.00009807255,0.0000503457,0.00003959373,0.0001431494,4.780728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222905,"about_ca_system_score_gemma":0.003125158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3198695,"about_ca_topic_score_gemma":0.9445105,"domain_scores_codex":[0.998323,0.00068134,0.0003113578,0.0002543465,0.0001908222,0.0002391343],"domain_scores_gemma":[0.9993249,0.0001499893,0.0001476282,0.0001440782,0.00001651497,0.0002169574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185988,0.0001062832,0.966188,0.001535123,0.00001323555,0.000007010271,0.001208364,0.00002128378,0.000005589184,0.00250617,0.00001034031,0.02828001],"study_design_scores_gemma":[0.0024918,0.00002447549,0.9927254,0.00018156,0.000008648572,0.00001441156,0.002128012,0.0002903701,0.000003263591,0.001655046,0.0004139468,0.00006306716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981088,0.01242209,0.00004001928,0.005521367,0.0002166255,0.0005937619,0.00008366207,0.000007927842,0.00002649648],"genre_scores_gemma":[0.9936078,0.00548388,0.000002002764,0.0004751563,0.00004137231,0.0002560799,0.00004221446,0.000004809927,0.0000867336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246409,"threshold_uncertainty_score":0.6846595,"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."}}