{"id":"W3112787528","doi":"10.1192/bjo.2020.146","title":"Ethno-cultural disparities in mental health during the COVID-19 pandemic: a cross-sectional study on the impact of exposure to the virus and COVID-19-related discrimination and stigma on mental health across ethno-cultural groups in Quebec (Canada)","year":2020,"lang":"en","type":"article","venue":"BJPsych Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Ottawa; McGill University","funders":"McGill University Health Centre; McGill University","keywords":"Mental health; Stigma (botany); Pandemic; Public health; Psychiatry; Mental distress; Social stigma; Psychology; Cross-sectional study; Medicine; Health equity; Context (archaeology); Socioeconomic status; Distress; Social distance; Clinical psychology; Coronavirus disease 2019 (COVID-19); Environmental health; Population; Family medicine; Geography","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":[0.0009002386,0.0003197951,0.0003563085,0.0008013926,0.003076174,0.001289906,0.001013753,0.0005430978,0.002244132],"category_scores_gemma":[0.0015081,0.000271137,0.0004992066,0.002356204,0.0008546354,0.0005328559,0.001109144,0.0008627812,0.0002008574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01342198,"about_ca_system_score_gemma":0.01361043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810984,"about_ca_topic_score_gemma":0.9889447,"domain_scores_codex":[0.9993472,0.00008413708,0.0000427275,0.0001042048,0.0001401113,0.0002816035],"domain_scores_gemma":[0.998678,0.0001098248,0.0003493939,0.00005575479,0.0003768306,0.0004302079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000262972,0.00004336036,0.9962175,0.00002741174,0.00003022725,0.00004080412,0.001762659,0.00002146268,0.00008458811,0.00004119316,0.0004142737,0.001290248],"study_design_scores_gemma":[0.000002476814,0.00002022839,0.9959927,0.00003805628,0.00001036676,0.00002466543,0.003517535,0.0000571099,0.00001775516,0.000009513742,0.0003047249,0.000004812556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967179,0.0003279479,0.00006219403,0.0002346012,0.00000724217,0.00006239192,0.001652983,0.000002560697,0.0009322035],"genre_scores_gemma":[0.9986266,0.0002367709,0.00009077261,0.0001516385,0.000003875978,0.00002938934,0.0005449306,0.000001996707,0.000314056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890165,"threshold_uncertainty_score":0.09738368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665031414064748,"score_gpt":0.49789603667871,"score_spread":0.3313928952722353,"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."}}