{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002078346,0.00036214,0.0004795707,0.00006993678,0.001670273,0.0002836828,0.0006405752,0.0001127636,0.0001031046],"category_scores_gemma":[0.000218977,0.0001928087,0.00007296089,0.0004786894,0.0003318539,0.0002548202,0.0003891737,0.0007468006,0.000003650256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004101151,"about_ca_system_score_gemma":0.001434272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473091,"about_ca_topic_score_gemma":0.9769343,"domain_scores_codex":[0.9957799,0.001374381,0.0008471059,0.0007424141,0.0005742595,0.0006819884],"domain_scores_gemma":[0.9981226,0.0005266762,0.0003531838,0.0003615984,0.00002796175,0.0006079944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003174444,0.0004135848,0.7790529,0.0001069938,0.00006538592,0.000006558537,0.2098024,0.0002991825,0.0000779062,0.000375577,0.005578877,0.001046263],"study_design_scores_gemma":[0.004852246,0.001590193,0.905463,0.00004898677,0.000003204147,0.00003124155,0.08596649,0.00003894753,0.000003462718,0.00003728141,0.001772218,0.0001927069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854731,0.0004445117,0.000002698206,0.106989,0.0002717199,0.005864519,0.00088202,0.00002428585,0.00004817786],"genre_scores_gemma":[0.9708064,0.0001097862,0.000002829454,0.02821498,0.00006211548,0.0003915053,0.0001202103,0.00002368335,0.0002685385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264101,"threshold_uncertainty_score":0.9997219,"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."}}