{"id":"W4402959955","doi":"10.26502/jesph.96120213","title":"Silent Voices of Immigrants and Refugees Battling with Mental Health and Addiction during COVID-19: A Follow- Up Population-Based Cohort Retrospective Study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Science and Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Mental health; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Cohort; Addiction; Medicine; Psychiatry; Pandemic; Cohort study; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Demography; Gerontology; Political science; Sociology; Virology; Environmental health; Internal medicine; Disease; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009560921,0.0005343049,0.0007582418,0.001678835,0.005006826,0.002245891,0.002325225,0.0008311151,0.00240686],"category_scores_gemma":[0.00229568,0.0008652061,0.000972348,0.003810884,0.001330567,0.0008967419,0.0026432,0.001439281,0.0006126889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02316798,"about_ca_system_score_gemma":0.0311499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831595,"about_ca_topic_score_gemma":0.9916482,"domain_scores_codex":[0.9985912,0.00009340348,0.0001166576,0.0002753472,0.0003356024,0.000587789],"domain_scores_gemma":[0.9977978,0.00007856281,0.0005973754,0.00009690022,0.0008311449,0.0005982089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007709453,0.00005924073,0.9898824,0.00009610476,0.00005784249,0.0003142789,0.005792657,0.00002241352,0.0001831586,0.00005909397,0.001778239,0.00167751],"study_design_scores_gemma":[0.000007955152,0.00004663412,0.9864765,0.0001152209,0.00002821433,0.0001267779,0.0119495,0.00005085467,0.00002915607,0.00002118258,0.001126788,0.00002106877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829119,0.0009498345,0.0001122162,0.0005058807,0.000031132,0.0003023242,0.01317173,0.0000110528,0.00200384],"genre_scores_gemma":[0.9915804,0.001127272,0.0002514129,0.0005154462,0.00002113055,0.0002478361,0.004541372,0.00001368287,0.001701317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316798,"threshold_uncertainty_score":0.1680962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463092470933373,"score_gpt":0.3000652726578996,"score_spread":0.2854343479485658,"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."}}