{"id":"W4401634302","doi":"10.3390/healthcare12161639","title":"Delayed Access to Medical Care and Psychological Distress among Chinese Immigrants in Canada during the Pandemic","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Metropolitan University; Dalhousie University; University of Toronto; Nova Scotia Health Authority; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Beatrice Hunter Cancer Research Institute","keywords":"Logistic regression; Medicine; Loneliness; Demography; Multivariate analysis; Pandemic; Immigration; Gerontology; Coronavirus disease 2019 (COVID-19); Psychiatry; Internal medicine; Geography","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":[0.0002077476,0.0001744755,0.0002281177,0.00008113994,0.0001546237,0.00003896318,0.0003407583,0.0001455047,0.0003050055],"category_scores_gemma":[0.00005632882,0.0001115521,0.00003295482,0.0004124673,0.00005330351,0.00005440756,0.0001440515,0.0006216369,0.00001293746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030914,"about_ca_system_score_gemma":0.0008117098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752975,"about_ca_topic_score_gemma":0.9982802,"domain_scores_codex":[0.998021,0.0002125754,0.0003472901,0.0005312202,0.0003430272,0.0005449057],"domain_scores_gemma":[0.9987836,0.0002414677,0.00002896025,0.0003053444,0.00002151751,0.0006190966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256805,0.00001852455,0.9267906,0.000513174,0.000008120938,0.0005156805,0.005240732,0.000001321602,0.000001749993,0.00004521059,0.0006074549,0.06613177],"study_design_scores_gemma":[0.0003800155,0.00008817218,0.9941878,0.0002388473,0.000003123032,0.00007411899,0.003655058,0.00003187473,6.767706e-7,0.00003214832,0.001187623,0.0001205417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806367,0.007999118,0.000003611882,0.009053246,0.001280479,0.0005790981,0.0001732179,0.00006177487,0.0002127238],"genre_scores_gemma":[0.9940688,0.0004334082,0.000002019027,0.005029885,0.0001743359,0.0001677103,0.00002736387,0.00002028773,0.00007617309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06739722,"threshold_uncertainty_score":0.4548962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505474922627523,"score_gpt":0.45229180692194,"score_spread":0.3972370576956648,"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."}}