{"id":"W4378978721","doi":"10.21203/rs.3.rs-2977134/v1","title":"The impact of COVID-19 on Immigrants and Refugees living with Mental Health and Addiction Disorders: A Population-Based Cohort study: in Ontario, Canada","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; University of Toronto; Women's College Hospital","keywords":"Socioeconomic status; Refugee; Medicine; Population; Mental health; Immigration; Demography; Cohort; Cohort study; Gerontology; Environmental health; Geography; Psychiatry; Sociology","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":[0.0008111619,0.0004630578,0.0005663972,0.001296532,0.003261687,0.001546569,0.001594022,0.0006387201,0.001919162],"category_scores_gemma":[0.00170741,0.0006673631,0.001049428,0.004181954,0.0008713334,0.0007080566,0.001503344,0.001009315,0.0004074181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01851231,"about_ca_system_score_gemma":0.02512734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866462,"about_ca_topic_score_gemma":0.9937851,"domain_scores_codex":[0.9990801,0.00005343774,0.00007586225,0.0001986407,0.0002457264,0.0003462209],"domain_scores_gemma":[0.9983834,0.00005712166,0.0004296903,0.00009072559,0.0005442991,0.0004948244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005236684,0.00002367333,0.9966335,0.00004456905,0.00006021118,0.0001050107,0.0009815414,0.00002582575,0.0001012368,0.00003915783,0.00106499,0.0008679168],"study_design_scores_gemma":[0.000008098277,0.00002580521,0.9968975,0.00005666958,0.00002999495,0.00007013579,0.002066343,0.00007743752,0.00001765649,0.00001332091,0.0007274537,0.000009602764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844325,0.0007609559,0.000100219,0.0004355145,0.00002667616,0.0001230971,0.01252202,0.000009550388,0.001589557],"genre_scores_gemma":[0.993006,0.0009137975,0.0001741231,0.0002429323,0.00001444776,0.00008434687,0.004225335,0.000007972297,0.001331061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851231,"threshold_uncertainty_score":0.1343169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07727701854138452,"score_gpt":0.479213711302567,"score_spread":0.4019366927611824,"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."}}