{"id":"W3165423156","doi":"10.1111/acer.14624","title":"COVID‐19 impacts on drinking and mental health in emerging adults: Longitudinal changes and moderation by economic disruption and sex","year":2021,"lang":"en","type":"article","venue":"Alcoholism Clinical and Experimental Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Homewood Research Institute; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Moderation; Mental health; Anxiety; Longitudinal study; Depression (economics); Pandemic; Public health; Psychology; Environmental health; Psychological intervention; Medicine; Demography; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001087657,0.0002430986,0.000205998,0.0004840499,0.0008512898,0.0005894346,0.0004429726,0.0003904845,0.001537299],"category_scores_gemma":[0.002293149,0.0002811781,0.000617927,0.0006864239,0.0003061777,0.0005259194,0.0009482313,0.0007392414,0.0001838224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586465,"about_ca_system_score_gemma":0.001204006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1350196,"about_ca_topic_score_gemma":0.2005504,"domain_scores_codex":[0.9996181,0.00009041066,0.00003238782,0.00005839812,0.00005999146,0.0001407452],"domain_scores_gemma":[0.998777,0.0001267753,0.0004670945,0.0001007572,0.0002574161,0.0002710176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003774708,0.00003203071,0.9988205,0.000003763535,0.00002231591,0.00001156095,0.0002128105,0.000007472415,0.00004815257,0.000005981028,0.00006765049,0.0007300389],"study_design_scores_gemma":[0.000001139392,0.00002573681,0.9995066,0.000004210692,0.000005803162,0.000008891808,0.0003383443,0.00002506097,0.00001087514,0.000003676461,0.00006845649,0.000001008282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998917,0.0001458285,0.00003810644,0.0001018019,0.000006584023,0.00001651886,0.0004994803,0.000001569736,0.0002732698],"genre_scores_gemma":[0.9988182,0.0001269806,0.00007513598,0.00004927298,0.000006629762,0.0000289406,0.0006272648,0.000001426548,0.000266175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350196,"threshold_uncertainty_score":0.2684674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2567972251391654,"score_gpt":0.5801975983948641,"score_spread":0.3234003732556986,"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."}}