{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001602355,0.0001620404,0.0003161347,0.0001366195,0.0004844634,0.0001061711,0.00005015013,0.0001285246,0.0001252534],"category_scores_gemma":[0.00008162254,0.0001574444,0.00002362558,0.00008215317,0.0003357875,0.0001307838,0.0002435364,0.0004061255,0.000006520495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372559,"about_ca_system_score_gemma":0.0002045399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004204258,"about_ca_topic_score_gemma":0.002425788,"domain_scores_codex":[0.9975806,0.0005228085,0.0004050672,0.0007788691,0.0001915307,0.0005210908],"domain_scores_gemma":[0.9984971,0.0004901229,0.00006433852,0.0001543507,0.00001174673,0.0007823592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004385931,0.002001493,0.5940671,0.0004590839,0.0001194533,0.0001311432,0.05513927,0.000003628451,0.005287681,0.006278283,0.008794785,0.3233321],"study_design_scores_gemma":[0.06267864,0.01934059,0.6608779,0.001702917,0.00003363296,0.0009083157,0.1626089,0.01274033,0.01065041,0.004603129,0.06138969,0.002465597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713104,0.0124181,0.000005323643,0.0153754,0.0001743427,0.000449817,0.00003802412,0.00001517714,0.0002134553],"genre_scores_gemma":[0.984679,0.01219335,0.00004203076,0.002588827,0.0001438514,0.00005294479,0.00008982699,0.00001674338,0.0001933763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3208666,"threshold_uncertainty_score":0.6420396,"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."}}