{"id":"W4411567617","doi":"10.1192/j.eurpsy.2025.2450","title":"In its very early phases, COVID-19 shifts the associations between alcohol consumption and psychological symptoms in young adults","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto","funders":"H. Lundbeck A/S; Fédération pour la Recherche sur le Cerveau; Fondation pour la Recherche Médicale; Fondation de France; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; HORIZON EUROPE Framework Programme; Agence Nationale de la Recherche; Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives; UK Research and Innovation; Eli Lilly and Company; Science Foundation Ireland; Medical Research Council; Universität Heidelberg; European Commission; Deutsche Forschungsgemeinschaft; Government of the United Kingdom; Institut National de la Santé et de la Recherche Médicale; University of Oxford; National Institutes of Health; Fondation de l'Avenir pour la Recherche Médicale Appliquée","keywords":"Coronavirus disease 2019 (COVID-19); Alcohol consumption; Consumption (sociology); Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Alcohol; Clinical psychology; Psychiatry; Environmental health; Medicine; Demography; Virology; Internal medicine; Biology; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006457486,0.0001925918,0.0002095372,0.0003218355,0.0005225955,0.000550171,0.0002446106,0.0003580072,0.002169151],"category_scores_gemma":[0.002168375,0.0001940654,0.0004154581,0.0003735575,0.0002667669,0.0005247679,0.0008043626,0.0006897223,0.0002460296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282979,"about_ca_system_score_gemma":0.0007237528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314183,"about_ca_topic_score_gemma":0.03858282,"domain_scores_codex":[0.9997593,0.00005489587,0.0000206684,0.00004917597,0.00002740077,0.00008858819],"domain_scores_gemma":[0.9988664,0.0001395267,0.0004470558,0.00006421781,0.0001489952,0.0003338504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008949829,0.00003247742,0.9952867,0.00002975634,0.00002427197,0.00005745923,0.0005478753,0.00002956084,0.0003273655,0.00004388925,0.0002807636,0.003250326],"study_design_scores_gemma":[8.822328e-7,0.00003470235,0.9992235,0.00001494441,0.000004047981,0.00002445101,0.0004680548,0.00002173578,0.00003084316,0.00001674665,0.0001585788,0.000001695127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976423,0.0003784148,0.0001297053,0.0003277813,0.00003754067,0.0000260681,0.0006717062,0.000004568246,0.0007816608],"genre_scores_gemma":[0.9989582,0.0001715152,0.00009846625,0.0001086518,0.00001903797,0.00001464686,0.0004253797,0.000001721424,0.0002023586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314183,"threshold_uncertainty_score":0.04601425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07460778592908456,"score_gpt":0.421377031691261,"score_spread":0.3467692457621764,"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."}}