{"id":"W3166028073","doi":"10.12927/hcpol.2021.26502","title":"The Shadow Pandemic of Alcohol Use during COVID-19: A Canadian Health Leadership Imperative","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Pandemic; Boredom; Shadow (psychology); Coronavirus disease 2019 (COVID-19); Unemployment; Population; Alcohol addiction; Alcohol consumption; Business; Environmental health; Political science; Medicine; Addiction; Alcohol; Economic growth; Psychology; Psychiatry; Economics; Social psychology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01412354,0.0009472119,0.001371384,0.001941704,0.02221851,0.01219811,0.00364434,0.0104257,0.01538206],"category_scores_gemma":[0.02623333,0.0006173974,0.00149673,0.002416489,0.01428773,0.00506558,0.009332267,0.02021196,0.00153],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1235094,"about_ca_system_score_gemma":0.5799331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972171,"about_ca_topic_score_gemma":0.9861811,"domain_scores_codex":[0.9880343,0.001609472,0.0003643286,0.0005111977,0.004000232,0.00548049],"domain_scores_gemma":[0.9263717,0.005148234,0.001812417,0.0008256309,0.01946418,0.04637785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000121631,0.0001739017,0.009324768,0.0009918304,0.0001121543,0.0009196241,0.005703033,0.0004603054,0.0006206012,0.03614429,0.8547159,0.090712],"study_design_scores_gemma":[0.00009735006,0.0001717961,0.02591344,0.003228317,0.0001191052,0.0003471049,0.02884567,0.0006643289,0.0002712045,0.0164772,0.9236111,0.000253505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001911337,0.007334886,0.0002007893,0.9802375,0.002966633,0.00004092566,0.0001610387,0.00003859949,0.007108347],"genre_scores_gemma":[0.1583844,0.05280124,0.0077304,0.7519803,0.00819392,0.0002240603,0.000801994,0.0001623583,0.01972141],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8764906,"threshold_uncertainty_score":0.8961276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2340578783408911,"score_gpt":0.4210695609807107,"score_spread":0.1870116826398196,"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."}}