{"id":"W4387910335","doi":"10.1016/j.jpsychires.2023.10.027","title":"High-resolution examination of changes in drinking during the COVID-19 pandemic: Nine-wave findings from a longitudinal observational cohort study of community adults","year":2023,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Pandemic; Longitudinal study; Alcohol Use Disorders Identification Test; Medicine; Observational study; Cohort study; Demography; Young adult; Environmental health; Coronavirus disease 2019 (COVID-19); Cohort; Injury prevention; Poison control; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002730692,0.00030711,0.0003466673,0.0008076656,0.0008991337,0.0007199596,0.000621193,0.0006351477,0.0006557188],"category_scores_gemma":[0.004830285,0.0004528761,0.0007138018,0.001181541,0.0002492829,0.0006043829,0.001200703,0.0009924613,0.0002390367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771701,"about_ca_system_score_gemma":0.0009673762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04761954,"about_ca_topic_score_gemma":0.08213404,"domain_scores_codex":[0.9991354,0.0003066476,0.00008228552,0.0002117373,0.0001128125,0.0001511077],"domain_scores_gemma":[0.9969587,0.0003174455,0.001086341,0.0004322505,0.0006995751,0.0005056839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008443621,0.00004762163,0.9980474,0.00001062415,0.00008982018,0.00002075998,0.0002419826,0.00002157465,0.000178806,0.00001501861,0.0002091126,0.001032862],"study_design_scores_gemma":[0.000005825264,0.0000648819,0.9992265,0.000006743558,0.00002896912,0.00003333759,0.0003096302,0.0001050268,0.00002966192,0.00001359493,0.0001713549,0.00000454014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975595,0.0001574487,0.0002920843,0.00008806143,0.00001236621,0.00003263379,0.001630133,0.000006221037,0.0002215968],"genre_scores_gemma":[0.9968916,0.0001453285,0.0005013034,0.0001179477,0.00001592135,0.00008036906,0.002005914,0.000004961109,0.0002367559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04761954,"threshold_uncertainty_score":0.09468472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3881969030044313,"score_gpt":0.4945171463162723,"score_spread":0.106320243311841,"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."}}