{"id":"W4285733123","doi":"10.3390/ijerph19148612","title":"The Psychological Well-Being of Older Chinese Immigrants in Canada amidst COVID-19: The Role of Loneliness, Social Support, and Acculturation","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Faculty of Medicine, Memorial University of Newfoundland; Memorial University of Newfoundland; Royal Bank of Canada","keywords":"Loneliness; Acculturation; Coronavirus disease 2019 (COVID-19); Immigration; 2019-20 coronavirus outbreak; Social support; Social isolation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Gerontology; Medicine; Social psychology; Political science; Psychiatry; Virology","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":[0.003362482,0.00006316065,0.000158115,0.00009607201,0.001080993,0.00001245444,0.0002938054,0.00002260757,0.0003532002],"category_scores_gemma":[0.0003099027,0.0000346132,0.00002660842,0.0001116645,0.000232104,0.00009816181,0.0003079644,0.000628864,3.552383e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058093,"about_ca_system_score_gemma":0.0009627335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1505794,"about_ca_topic_score_gemma":0.2010251,"domain_scores_codex":[0.9971183,0.0008743117,0.0006117759,0.00009620324,0.001020106,0.0002793029],"domain_scores_gemma":[0.9985043,0.0008396305,0.0003792238,0.00005491133,0.00007494429,0.0001470342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003018668,0.0002234117,0.9647704,0.00002167685,0.00005994561,0.00001136199,0.009287892,0.000003885067,0.0001355623,0.001493744,0.004377057,0.01931325],"study_design_scores_gemma":[0.0008535509,0.0002140284,0.9164332,0.00001094141,0.000001118243,0.00001596867,0.05179704,0.00002489457,0.000002009803,0.001984101,0.02863106,0.00003209844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176995,0.000831519,0.000003592258,0.08072861,0.0001615671,0.0002197166,0.00005919526,9.231217e-7,0.0002953687],"genre_scores_gemma":[0.9956518,0.002829656,0.000003172565,0.001254978,0.0001283877,0.00002052417,0.00001490961,0.000004211252,0.00009236961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07947364,"threshold_uncertainty_score":0.855077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564657592667116,"score_gpt":0.4586940836590728,"score_spread":0.3930475077324016,"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."}}