{"id":"W4384025494","doi":"10.1016/j.psychres.2023.115341","title":"Prevalence and determinants of depression, anxiety, and stress symptoms among Black individuals in Canada in the context of the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Anxiety; Depression (economics); Mental health; Stressor; Context (archaeology); Demography; Medicine; Clinical psychology; Pandemic; Psychology; Psychiatry; Gerontology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.007167796,0.00007042181,0.0001655446,0.0001807068,0.0003707983,0.00004918089,0.0008373385,0.00008721701,0.00002830667],"category_scores_gemma":[0.00154073,0.00004548756,0.0000234685,0.001462964,0.001485637,0.0001244695,0.0003657214,0.0004678098,0.000001216578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209537,"about_ca_system_score_gemma":0.002704344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9085705,"about_ca_topic_score_gemma":0.9950771,"domain_scores_codex":[0.9957916,0.001735557,0.0003007979,0.0002470866,0.001432552,0.0004923948],"domain_scores_gemma":[0.998347,0.001083283,0.00008016769,0.000261366,0.00009461914,0.0001335488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001578741,0.00002450133,0.9817298,0.0002877538,0.000004054863,0.00000185008,0.01410654,0.000004207297,0.000009467567,0.0001297475,0.001664124,0.002022157],"study_design_scores_gemma":[0.000265833,0.00001535658,0.9687194,0.0001556109,0.000002647135,0.000001001743,0.02871791,0.00006824452,0.000009413294,0.001805201,0.0001905335,0.00004888653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951467,0.0006900852,7.069448e-8,0.002784848,0.00008726673,0.0006318206,0.00006234275,0.000004129552,0.0005927302],"genre_scores_gemma":[0.9967146,0.002824223,0.000001052823,0.00006091906,0.00003447407,0.00003550052,8.101263e-7,0.000004880729,0.0003235575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08650667,"threshold_uncertainty_score":0.547389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08361641697225389,"score_gpt":0.4210261448605916,"score_spread":0.3374097278883378,"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."}}