{"id":"W3125120239","doi":"10.1177/0706743720986786","title":"Emerging New Psychiatric Symptoms and the Worsening of Pre-existing Mental Disorders during the COVID-19 Pandemic: A Canadian Multisite Study: Nouveaux symptômes psychiatriques émergents et détérioration des troubles mentaux préexistants durant la pandémie de la COVID-19: une étude canadienne multisite","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Children's Hospital of Eastern Ontario; McGill University; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Addiction and Mental Health; Ottawa Hospital; Royal Ottawa Mental Health Centre; Hôpital Rivière-des-Prairies; University of Ottawa","funders":"","keywords":"Psychiatry; Mental health; Suicidal ideation; Anxiety; Depression (economics); Medicine; Psychological intervention; Pandemic; Disease; Suicide prevention; Poison control; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001026836,0.0006370777,0.0004498211,0.001324342,0.003302157,0.001528864,0.001295577,0.0009553445,0.001680699],"category_scores_gemma":[0.002335752,0.0005993119,0.00103347,0.002917715,0.0009689323,0.0007550587,0.001248618,0.001637665,0.0001828533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01300956,"about_ca_system_score_gemma":0.01450341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585667,"about_ca_topic_score_gemma":0.972369,"domain_scores_codex":[0.9992045,0.00007105734,0.0000466273,0.0001233127,0.0002451872,0.0003094914],"domain_scores_gemma":[0.998055,0.0001379686,0.0005679054,0.00008707115,0.0005823937,0.0005696855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008388691,0.00007314506,0.9970117,0.00003896683,0.00005470184,0.00008240817,0.0007203459,0.00003139133,0.00009644244,0.00002738894,0.0002673301,0.001512391],"study_design_scores_gemma":[0.000005685219,0.00003117464,0.9988617,0.00001991068,0.00001431225,0.00004895091,0.000754046,0.00005471968,0.00001129868,0.00000606493,0.0001843356,0.000007751284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968637,0.0005790618,0.0000489311,0.0001605166,0.00001308517,0.00009167138,0.001439718,0.000002420682,0.0008008927],"genre_scores_gemma":[0.9976053,0.0007554318,0.0001112372,0.0001333729,0.00001917213,0.00003841041,0.0009942888,0.000002274553,0.0003404681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143327,"threshold_uncertainty_score":0.09439141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031199591196768,"score_gpt":0.3771866562349325,"score_spread":0.3459870650381645,"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."}}