{"id":"W4390081166","doi":"10.1093/geroni/igad104.3326","title":"EXPERIENCES OF SOCIAL ISOLATION BY MANDARIN AND PUNJABI-SPEAKING OLDER IMMIGRANTS LIVING IN CALGARY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary","funders":"Administration for Community Living","keywords":"Loneliness; Social isolation; Immigration; Mandarin Chinese; Gerontology; Social connectedness; Psychological intervention; Isolation (microbiology); Quality of life (healthcare); Medicine; Psychology; Social psychology; Geography; Nursing","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":[0.0007157981,0.0002571635,0.000478027,0.0006418762,0.00550756,0.001436512,0.0007143537,0.0005050123,0.001838641],"category_scores_gemma":[0.001710483,0.0002381014,0.0001968311,0.0008494403,0.001746365,0.0005860446,0.003275597,0.0009901149,0.00009981793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508468,"about_ca_system_score_gemma":0.003658749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3680069,"about_ca_topic_score_gemma":0.5944382,"domain_scores_codex":[0.999436,0.0001489118,0.00003755584,0.00004280218,0.00009074211,0.0002439838],"domain_scores_gemma":[0.9991519,0.0001340215,0.0002317678,0.00002617967,0.0001156475,0.0003404382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001319561,0.0001924929,0.5628297,0.0001845053,0.00006026613,0.002149937,0.4152983,0.00006684518,0.001225586,0.00034142,0.001324443,0.01619452],"study_design_scores_gemma":[0.000005763852,0.0001184629,0.4540767,0.0001361892,0.00001579361,0.0002940978,0.5435367,0.00004565937,0.0000741375,0.00004287804,0.001633344,0.00002024643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991648,0.0001169437,0.000005976942,0.0001127016,0.000004674858,0.00000525179,0.00001801743,5.768021e-7,0.0005711188],"genre_scores_gemma":[0.9993414,0.0001962614,0.0000265731,0.0001421983,0.000002965209,0.000009772305,0.00002252837,5.566612e-7,0.0002577348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6319931,"threshold_uncertainty_score":0.7317297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599353629099979,"score_gpt":0.349856073583255,"score_spread":0.3238625372922553,"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."}}