{"id":"W4220814545","doi":"10.1016/j.dadr.2022.100049","title":"Trends in emergency department visits related to acute alcohol consumption before and during the COVID-19 pandemic in the United States, 2018–2020","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence Reports","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Pandemic; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Demography; Alcohol consumption; Environmental health; Occupational safety and health; Injury prevention; Suicide prevention; Poison control; Alcohol; Gerontology; Disease; Infectious disease (medical specialty); Psychiatry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006143241,0.0002971573,0.0002626805,0.00164094,0.0003570299,0.0007244474,0.0004848542,0.000522188,0.001522751],"category_scores_gemma":[0.001718641,0.0001899975,0.0004936064,0.001343679,0.0001792632,0.001076126,0.000553359,0.0007196595,0.0003710576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009056678,"about_ca_system_score_gemma":0.0006711719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0403451,"about_ca_topic_score_gemma":0.06546846,"domain_scores_codex":[0.9995068,0.00005175294,0.00007637058,0.0001151,0.0001462584,0.0001036743],"domain_scores_gemma":[0.9981369,0.0001317123,0.0008840956,0.00003945188,0.0005609213,0.0002469018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211318,0.00005134888,0.9922141,0.00006610004,0.00006850295,0.00006140969,0.0001741968,0.0001545209,0.0002514421,0.00005018666,0.00304346,0.003743471],"study_design_scores_gemma":[0.000003021651,0.00004019029,0.9980033,0.00003298185,0.00001605757,0.0001011271,0.0004298554,0.0002646525,0.00006553933,0.00001287959,0.00102583,0.000004536641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707299,0.001324343,0.0002401523,0.0005739157,0.00008456768,0.00004683348,0.02425357,0.00007382879,0.002672738],"genre_scores_gemma":[0.9753844,0.001015986,0.0003704687,0.0002724338,0.00008573686,0.00007471201,0.02187708,0.00001514047,0.0009040417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0403451,"threshold_uncertainty_score":0.08022052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265666033198454,"score_gpt":0.3324783948933679,"score_spread":0.2998217345613833,"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."}}