{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050749,0.0003693876,0.00029315,0.001691007,0.003626117,0.001243515,0.001283845,0.0004561208,0.003618859],"category_scores_gemma":[0.001758821,0.0003307746,0.000542279,0.003835692,0.0008566664,0.0003932545,0.001065603,0.0006822187,0.0002996243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02822558,"about_ca_system_score_gemma":0.04107504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978243,"about_ca_topic_score_gemma":0.9984095,"domain_scores_codex":[0.9992731,0.00003787903,0.00003610605,0.00009843212,0.0002434602,0.0003110057],"domain_scores_gemma":[0.9980071,0.00007832221,0.0003762995,0.00003777455,0.000793497,0.0007070011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018587,0.00002769895,0.9946518,0.00004549844,0.00002226696,0.00006757559,0.0007711281,0.00005887897,0.0001299165,0.00005380254,0.001251898,0.002889424],"study_design_scores_gemma":[0.000003654103,0.00001591793,0.996262,0.00004919175,0.000009871593,0.00005465659,0.002634909,0.0001325394,0.00002985555,0.0000123724,0.0007869588,0.000008123512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864855,0.0008628387,0.0001081614,0.0008643438,0.00002438383,0.00007446708,0.006937426,0.00001663253,0.004626294],"genre_scores_gemma":[0.9965502,0.0006042981,0.0001559864,0.0001362497,0.000006911447,0.0000178333,0.001549345,0.000004452401,0.0009747953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02822558,"threshold_uncertainty_score":0.2047919,"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."}}