{"id":"W3125578502","doi":"10.1016/j.jad.2021.01.049","title":"Associations of risk perception of COVID-19 with emotion and mental health during the pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sabancı Üniversitesi; University of Thessaly; Eötvös Loránd Tudományegyetem; Sungkyunkwan University; Thammasat University; New York University Abu Dhabi; Rijksuniversiteit Groningen; International Islamic University Malaysia; University of Oxford; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; York University; Heriot-Watt University","keywords":"Mental health; Psychology; Risk perception; Perception; Clinical psychology; Mediation; Psychological intervention; Pandemic; Multilevel model; Population; Association (psychology); Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Environmental health; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576196,0.00007127057,0.0002183129,0.00008978813,0.0001778673,0.000004516812,0.0000457485,0.00003960521,0.0000750719],"category_scores_gemma":[0.0001620518,0.00005041493,0.00007396295,0.0001958407,0.00008658521,0.00007077132,0.00001546751,0.0002030047,5.213827e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210511,"about_ca_system_score_gemma":0.0004615896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324173,"about_ca_topic_score_gemma":0.004988296,"domain_scores_codex":[0.9987974,0.0005071049,0.0002874779,0.0001010891,0.00018517,0.0001217809],"domain_scores_gemma":[0.9986753,0.0003244729,0.0007442586,0.00008179901,0.00008694569,0.00008720835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002710801,0.0002884315,0.9488051,0.0001051806,0.000142088,0.000001048502,0.03364645,0.00007227356,0.0008086264,0.0001023432,0.0001962028,0.0155612],"study_design_scores_gemma":[0.002105815,0.0005884396,0.9482883,0.00004003394,0.00003242908,0.00004533697,0.04840569,0.000007509618,0.00002336379,0.0002823191,0.0001391969,0.00004152787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958674,0.0007915594,0.00110451,0.001684115,0.0001617559,0.0002017928,0.00007879905,0.000004098056,0.000105932],"genre_scores_gemma":[0.9980309,0.001618259,0.0000529678,0.0002263354,0.00002956868,0.000002055124,0.000007498175,0.00000722888,0.00002517876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01551968,"threshold_uncertainty_score":0.351347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241509216646492,"score_gpt":0.3888515664290421,"score_spread":0.3647006447643928,"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."}}