{"id":"W3185362785","doi":"10.1177/14034948211031402","title":"Depression, anxiety and stress among Swedish university students during the second and third waves of COVID-19: A cohort study","year":2021,"lang":"en","type":"article","venue":"Scandinavian Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Memorial Chiropractic College; Centre for Disability Prevention and Rehabilitation","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Coronavirus disease 2019 (COVID-19); Anxiety; Cohort; Cohort study; Depression (economics); 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Stress (linguistics); Clinical psychology; Gerontology; Psychiatry; Virology; Internal medicine; Outbreak; 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":[0.001238395,0.0005737467,0.0005976799,0.0008830345,0.001252827,0.001516178,0.0005377516,0.0008943062,0.001330386],"category_scores_gemma":[0.001873428,0.0007134465,0.001168921,0.001096721,0.0003335693,0.0005670284,0.001143409,0.001187685,0.0005055698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402234,"about_ca_system_score_gemma":0.0008216579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0402637,"about_ca_topic_score_gemma":0.05335899,"domain_scores_codex":[0.9992802,0.0001475387,0.00005523002,0.0001662933,0.0001006328,0.0002500609],"domain_scores_gemma":[0.9989544,0.00008241502,0.0002975094,0.0001240337,0.0001558507,0.0003857121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002195544,0.0001111219,0.9970658,0.00001054358,0.00008215148,0.0001451466,0.000606912,0.00001870111,0.0001611971,0.00001131496,0.000293178,0.001274271],"study_design_scores_gemma":[0.00001677526,0.0001561923,0.9983239,0.00001815909,0.00002867113,0.0001656619,0.0009565868,0.00006247064,0.00003070492,0.00001094281,0.0002185928,0.00001131934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999124,0.0001285749,0.00003409952,0.00002894411,0.00001338226,0.00002391794,0.0004942758,0.000001951103,0.0001509557],"genre_scores_gemma":[0.9981875,0.0002220321,0.00009825993,0.00006058909,0.00001898037,0.00006361945,0.0009448233,0.000003503257,0.000400611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402637,"threshold_uncertainty_score":0.08005869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957003070826877,"score_gpt":0.3760486499884267,"score_spread":0.336478619280158,"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."}}