{"id":"W4285083383","doi":"10.3389/ijph.2022.1604468","title":"Financial Loss and Depressive Symptoms in University Students During the First Wave of the COVID-19 Pandemic: Comparison Between 23 Countries","year":2022,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute of Population and Public Health; Health Canada","funders":"Leibniz-Gemeinschaft; Université de Genève; Syddansk Universitet; Université de Fribourg; Helsingin Yliopisto; Magyar Tudományos Akadémia; Université du Québec à Chicoutimi; University of Cyprus; University of Bern; Université Laval; McGill University; Szegedi Tudományegyetem; Akademie Věd České Republiky; Itä-Suomen Yliopisto","keywords":"Depression (economics); Pandemic; Confidence interval; Depressive symptoms; Medicine; Coronavirus disease 2019 (COVID-19); Public health; Epidemiology; Center for Epidemiologic Studies Depression Scale; Cross-sectional study; Poisson regression; Government (linguistics); Demography; Finance; Psychiatry; Environmental health; Disease; Population; Economics; Internal medicine; Anxiety","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":[0.001593651,0.0003357276,0.0004624618,0.001226961,0.0004778111,0.0009611968,0.0003955599,0.0005670381,0.001238718],"category_scores_gemma":[0.003741122,0.0003226029,0.0008219805,0.001237168,0.0004488281,0.0005791464,0.001214644,0.0006183612,0.0001788135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718623,"about_ca_system_score_gemma":0.0003831893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008690229,"about_ca_topic_score_gemma":0.009606293,"domain_scores_codex":[0.9991651,0.0003153626,0.0001043264,0.0001074432,0.00009651377,0.0002113427],"domain_scores_gemma":[0.9977978,0.0003534273,0.001101242,0.00009220739,0.0001575695,0.0004977207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008166311,0.00003960877,0.9989101,0.00001030721,0.00005627008,0.00001800942,0.0001303881,0.00002702297,0.00002863904,0.000007135636,0.00003449797,0.000656318],"study_design_scores_gemma":[0.000005666612,0.00009868097,0.9989993,0.00001009037,0.00001674465,0.00003225115,0.0007024464,0.00007116012,0.00001839979,0.000005528956,0.00003743518,0.000002405576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996197,0.0001049935,0.00001815167,0.00002238271,0.000003271421,0.000005902214,0.000136544,5.543134e-7,0.0000885211],"genre_scores_gemma":[0.999656,0.00008470128,0.00001765931,0.0000139847,0.000003621492,0.000006011512,0.0001804775,4.194797e-7,0.00003716969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008690229,"threshold_uncertainty_score":0.01727933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018522483390327,"score_gpt":0.4271120084065306,"score_spread":0.3252597600674978,"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."}}