{"id":"W3036032700","doi":"","title":"Immigrant and refugee mental health during the COVID-19 pandemic: Additional key considerations","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Refugee; 2019-20 coronavirus outbreak; Key (lock); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Immigration; Data science; Coronavirus Infections; Computer science; Medicine; Virology; Political science; Computer security; Psychiatry; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001528984,0.0001391606,0.0001676462,0.00008508715,0.00135328,0.0000585797,0.00006794673,0.00006544306,0.0007919131],"category_scores_gemma":[0.00003569239,0.0001298196,0.0000513365,0.0001771057,0.0001231996,0.00006862427,0.00001133305,0.000218,0.0001304278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004196858,"about_ca_system_score_gemma":0.002407931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05135375,"about_ca_topic_score_gemma":0.5826924,"domain_scores_codex":[0.9985681,0.0002269207,0.0002550419,0.0003359414,0.0001269063,0.0004870903],"domain_scores_gemma":[0.9984665,0.0001747523,0.00007926967,0.0002883723,0.00005537246,0.000935763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001750071,0.00005272053,0.001951913,0.00004771385,0.00009073962,0.00007481618,0.01103599,0.000007020406,0.000167905,0.06425405,0.9193958,0.002903827],"study_design_scores_gemma":[0.0007191003,0.00003049559,0.1275861,0.00001706409,0.000008200395,0.00009370136,0.006320426,0.000009640577,0.000004335065,0.002320612,0.8627219,0.0001684492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141801,0.01117289,0.00005427951,0.0917921,0.001638949,0.001376039,0.02876873,0.0001811586,0.0508358],"genre_scores_gemma":[0.6139461,0.00007398334,0.00006588175,0.3832704,0.0003181611,0.00009218868,0.001361269,0.00001902543,0.0008529103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313386,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108515455247522,"score_gpt":0.314444107552325,"score_spread":0.2733589529998498,"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."}}