{"id":"W4390079969","doi":"10.1093/geroni/igad104.3199","title":"AVENUES OF SOCIAL ISOLATION AND HEALTH AMONG OLDER CHINESE MIGRANTS: A STRUCTURAL EQUATION MODELING APPROACH","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":"University of Toronto","funders":"","keywords":"Loneliness; Structural equation modeling; Social isolation; Mental health; Psychology; Information and Communications Technology; Gerontology; Medicine; Social psychology; Political science; Psychiatry","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":[0.004910886,0.001320775,0.0009402847,0.00337609,0.001941741,0.001653091,0.002372808,0.001627384,0.004895662],"category_scores_gemma":[0.006328124,0.0008071124,0.003810636,0.002451728,0.0007933638,0.001201036,0.002574222,0.001753541,0.0003443103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351768,"about_ca_system_score_gemma":0.005638841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1160652,"about_ca_topic_score_gemma":0.06480779,"domain_scores_codex":[0.9978643,0.001173479,0.0001270514,0.0003045609,0.0001898575,0.0003407984],"domain_scores_gemma":[0.997591,0.001369242,0.0004070995,0.0001606094,0.0002543883,0.0002177019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001707826,0.000740754,0.9751824,0.0001082834,0.0008954644,0.0003295988,0.003615386,0.009021508,0.0002134412,0.002653298,0.001216124,0.005852894],"study_design_scores_gemma":[0.0002022357,0.001180661,0.4816182,0.0004120794,0.001946044,0.0002349273,0.01085581,0.4962294,0.0003438674,0.004486868,0.002340164,0.000149691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918569,0.0002214741,0.004829995,0.0007531539,0.00004405764,0.0002625845,0.001224266,0.00005084523,0.0007566225],"genre_scores_gemma":[0.9943426,0.0001374044,0.003506351,0.00007711732,0.00002058967,0.0005950255,0.0007663766,0.000006860713,0.0005477637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1160652,"threshold_uncertainty_score":0.2307791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794815733686355,"score_gpt":0.3961096955657002,"score_spread":0.3181615382288367,"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."}}