{"id":"W4399026966","doi":"10.7895/ijadr.529","title":"COVID-19 implications for alcohol and other drug use, problems and services, and alcohol-related harm in the home and workplace","year":2024,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Alcohol; Coronavirus disease 2019 (COVID-19); Drug; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Psychiatry; Psychology; Virology; Social psychology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009270575,0.0008440703,0.001197094,0.002509787,0.004473896,0.006799067,0.00182145,0.007269791,0.03897503],"category_scores_gemma":[0.05022335,0.0005597349,0.001747967,0.001492152,0.002867343,0.002691215,0.003467845,0.01084056,0.006872472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004595942,"about_ca_system_score_gemma":0.009493544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274851,"about_ca_topic_score_gemma":0.02428066,"domain_scores_codex":[0.9926068,0.001820353,0.001034623,0.0004568612,0.003235091,0.0008462789],"domain_scores_gemma":[0.9431335,0.01906512,0.003491511,0.001226098,0.02470377,0.008379959],"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":[0.00002996764,0.00002524199,0.0008821811,0.0003820757,0.0000165044,0.00008957073,0.0001077822,0.000008621999,0.0000301841,0.0006277414,0.9845588,0.01324151],"study_design_scores_gemma":[0.0000510487,0.00006160304,0.007382213,0.002907659,0.00004882524,0.0004293578,0.001078484,0.00003633169,0.0001027579,0.002038386,0.9858251,0.00003837582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0008347021,0.04195584,0.0001581891,0.3959809,0.5433102,0.00006127059,0.001032683,0.00003758457,0.01662866],"genre_scores_gemma":[0.02451438,0.09636234,0.001050914,0.1893679,0.6414812,0.00023876,0.002003495,0.0001324623,0.0448486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03897503,"threshold_uncertainty_score":0.1303844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867258837716481,"score_gpt":0.4929915629832667,"score_spread":0.3062656792116186,"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."}}