{"id":"W3089103792","doi":"10.3390/ijerph17196986","title":"COVID-19 Pandemic and Mental Health: Prevalence and Correlates of New-Onset Obsessive-Compulsive Symptoms in a Canadian Province","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; University of British Columbia; Alberta Health Services","funders":"University Hospital Foundation; Alberta Children's Hospital Foundation; Royal Alexandra Hospital Foundation; Alberta Cancer Foundation; Mental Health Foundation; University of Alberta; Alberta Health Services","keywords":"Generalized anxiety disorder; Anxiety; Coronavirus disease 2019 (COVID-19); Pandemic; Psychiatry; Medicine; Perceived Stress Scale; Major depressive disorder; Mental health; Depression (economics); Patient Health Questionnaire; Anxiety disorder; Population; Generalized anxiety; Cross-sectional study; Clinical psychology; Psychology; Depressive symptoms; Internal medicine; Stress (linguistics); Disease; Cognition; Environmental health","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":[0.00120048,0.0001435884,0.0003125503,0.0005061862,0.0001400638,0.00007021114,0.0003535529,0.00007014985,0.0004811853],"category_scores_gemma":[0.0005685745,0.0001376904,0.00003276508,0.0001523772,0.0005644603,0.0003163856,0.000163001,0.0006274867,0.000005241614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191061,"about_ca_system_score_gemma":0.00346063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04695324,"about_ca_topic_score_gemma":0.02126916,"domain_scores_codex":[0.9973504,0.0004306491,0.0006108833,0.0003264748,0.0006660173,0.0006155624],"domain_scores_gemma":[0.9962312,0.000374173,0.0004062156,0.00008749942,0.00004071712,0.002860179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002673894,0.0001764899,0.9624078,0.0000698318,0.00008492398,0.00005286317,0.00847011,0.000002913695,0.00002737278,0.0006268595,0.001379688,0.0264338],"study_design_scores_gemma":[0.003008959,0.001949786,0.9799204,0.0001054297,0.000001901674,0.0005753998,0.006399535,0.0001310783,0.000001696418,0.0008807948,0.006904689,0.000120254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918368,0.01054636,0.00004277136,0.07010554,0.0001498893,0.0004149613,0.0002970794,0.000003789564,0.00007164],"genre_scores_gemma":[0.9897515,0.006954084,0.00008133144,0.003034509,0.00006801317,0.000004419135,0.00002581703,0.00001364775,0.00006663235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07138357,"threshold_uncertainty_score":0.9965901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769908831403543,"score_gpt":0.3900999523462776,"score_spread":0.3324008640322422,"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."}}