{"id":"W3044130939","doi":"10.1177/0706743720943812","title":"COVID-19 and Depressive Symptoms: A Community-based Study in Quebec, Canada","year":2020,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association for Studies in Co-operation; Douglas College; McGill University","funders":"Douglas Foundation","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Depressive symptoms; Medicine; Depression (economics); Betacoronavirus; Psychology; Gerontology; Virology; Anxiety; Outbreak; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.001172422,0.0006235568,0.001022309,0.001301187,0.007875622,0.00277144,0.002412338,0.00234563,0.004657493],"category_scores_gemma":[0.003325632,0.0007966069,0.00100125,0.005643564,0.001492935,0.001004575,0.00113247,0.002774708,0.0004825644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04186447,"about_ca_system_score_gemma":0.0391798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970561,"about_ca_topic_score_gemma":0.9985959,"domain_scores_codex":[0.998487,0.0002400798,0.0001175642,0.0002082395,0.0003527817,0.0005942525],"domain_scores_gemma":[0.9957539,0.0003210781,0.0005687472,0.0001043437,0.001858505,0.001393448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001099133,0.0002406795,0.9863668,0.00005250202,0.0001132839,0.0003871982,0.002152811,0.00004271817,0.0001224692,0.0001480325,0.006768785,0.003494768],"study_design_scores_gemma":[0.00005849114,0.0000481544,0.9929877,0.0001266696,0.00007237937,0.0001264147,0.004746606,0.0002022503,0.00002457507,0.00004891514,0.001530833,0.00002699079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763432,0.002146198,0.0001930239,0.008383358,0.0002284059,0.0002355808,0.006330693,0.00002193084,0.006117658],"genre_scores_gemma":[0.9895649,0.001160209,0.0003100708,0.003535382,0.00008078186,0.0001016315,0.001266687,0.00001823327,0.003962104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186447,"threshold_uncertainty_score":0.3037494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465702760922758,"score_gpt":0.3451915718367408,"score_spread":0.298621295744465,"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."}}