{"id":"W4214515243","doi":"10.3390/ijerph19052786","title":"The Increasing Vulnerability of South Asians in Canada during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Vulnerability (computing); Ethnic group; Public health; Anxiety; Coronavirus disease 2019 (COVID-19); Development economics; Population; Political science; Psychology; Economic growth; Medicine; Environmental health; Geography; Psychiatry; Nursing; Disease; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001414751,0.0002616365,0.0005114707,0.0008901033,0.01808348,0.003756511,0.001643676,0.001651498,0.004635094],"category_scores_gemma":[0.004229764,0.0002296628,0.0006738398,0.002340411,0.00388953,0.001205914,0.003094838,0.004132873,0.0002500527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05789012,"about_ca_system_score_gemma":0.1461718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909984,"about_ca_topic_score_gemma":0.9976677,"domain_scores_codex":[0.9983369,0.0002360562,0.00006275807,0.000121446,0.0003334181,0.0009093371],"domain_scores_gemma":[0.9963671,0.0005236498,0.0004091584,0.0000558535,0.001175757,0.001468397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003560738,0.0001183712,0.2497543,0.001882852,0.0002574838,0.007600002,0.4099495,0.0003935237,0.00144845,0.01473278,0.1760924,0.1374143],"study_design_scores_gemma":[0.00003288143,0.00006125896,0.2611248,0.002774006,0.0002025584,0.001378132,0.5902049,0.0003060179,0.0003143956,0.003747972,0.1396305,0.0002225609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5642599,0.02453783,0.0004019492,0.3517135,0.002884422,0.0001235917,0.00133536,0.00003747424,0.05470604],"genre_scores_gemma":[0.9035213,0.03072713,0.0005108871,0.05505765,0.000624069,0.00005548433,0.0003291746,0.00004581495,0.009128539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05789012,"threshold_uncertainty_score":0.4200242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465753211538763,"score_gpt":0.4577132686825748,"score_spread":0.3111379475286984,"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."}}