{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805233,0.0002226396,0.000726572,0.0000421462,0.000360343,0.00001833385,0.0001388608,0.00005200957,0.00002950628],"category_scores_gemma":[0.0007382382,0.0001460462,0.0001660327,0.0002552972,0.0001020892,0.00003864583,0.00006945024,0.0003623459,0.000111428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007797411,"about_ca_system_score_gemma":0.0003150143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007659112,"about_ca_topic_score_gemma":0.000004766451,"domain_scores_codex":[0.9980755,0.0002397064,0.0005663775,0.0003713929,0.0003660468,0.0003809408],"domain_scores_gemma":[0.9980718,0.0004343335,0.0002828174,0.0003759658,0.00009632682,0.0007387613],"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":[0.0003114918,0.0001823518,0.0117343,0.3136415,0.0004430283,0.0001844726,0.03434886,0.0000216381,0.001078713,0.003163534,0.3816096,0.2532805],"study_design_scores_gemma":[0.002396772,0.0003632471,0.004812145,0.009251727,0.0001732176,0.00005882638,0.001384627,0.00004476617,0.0001414097,0.00001595962,0.9812518,0.0001055023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1350672,0.770343,0.000006521781,0.08777862,0.0001526686,0.002930731,0.00003128141,0.0001375414,0.003552454],"genre_scores_gemma":[0.4931417,0.4517855,0.00007296677,0.0537166,0.000417787,0.0000913634,0.00003635247,0.00003996167,0.0006977887],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5996422,"threshold_uncertainty_score":0.5955592,"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."}}