{"id":"W3080859362","doi":"10.1111/dar.13143","title":"The burden of alcohol on health care during <scp>COVID</scp>‐19","year":2020,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Business; Public health; Environmental health; Pandemic; Alcohol abuse; Health care; Revenue; Occupational safety and health; Medicine; Coronavirus disease 2019 (COVID-19); Suicide prevention; Excise; Poison control; Economic growth; Psychiatry; Political science; Nursing; Economics; Finance; Disease; Infectious disease (medical specialty)","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":[0.001370515,0.0003487613,0.0003942914,0.001025164,0.00164613,0.002498585,0.0009489277,0.001376871,0.05496973],"category_scores_gemma":[0.005511166,0.0002662625,0.001362516,0.001340315,0.001040672,0.001910014,0.004347611,0.002528556,0.0118641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007134995,"about_ca_system_score_gemma":0.01388862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619595,"about_ca_topic_score_gemma":0.1885907,"domain_scores_codex":[0.9976161,0.0004769434,0.0002192892,0.0001535695,0.0007818523,0.000752367],"domain_scores_gemma":[0.9929625,0.0006042023,0.001360683,0.0002668606,0.001864286,0.002941353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002312683,0.00008134029,0.05275551,0.00116852,0.0001417192,0.0008638175,0.0003892619,0.0002836906,0.0009382522,0.009070455,0.8092991,0.1247772],"study_design_scores_gemma":[0.00004211492,0.0001678655,0.1698155,0.002649213,0.00004189627,0.001240848,0.001517042,0.0003974386,0.0005980624,0.002137809,0.8213195,0.00007278395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07007784,0.02923164,0.002567537,0.3464225,0.01767547,0.0007285941,0.08856504,0.001271008,0.4434604],"genre_scores_gemma":[0.5097291,0.06077292,0.00597077,0.1614375,0.011524,0.0009802592,0.09693325,0.001253432,0.1513988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1619595,"threshold_uncertainty_score":0.3220335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09491933244634009,"score_gpt":0.3971654198898131,"score_spread":0.302246087443473,"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."}}