{"id":"W4405960301","doi":"10.1093/geroni/igae098.0624","title":"ETHNICITY AND WELL-BEING AMONG OLDER IMMIGRANTS IN DIVERSE SOCIOCULTURAL CONTEXTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Ethnic group; Immigration; Sociology; Psychology; Geography; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499531,0.0002154758,0.0002944696,0.0009271729,0.002371006,0.001702186,0.0002298711,0.0004532419,0.002575553],"category_scores_gemma":[0.002328265,0.0000956962,0.0002824223,0.0007478987,0.0008292301,0.0008524188,0.002084084,0.0005717384,0.0002237511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471853,"about_ca_system_score_gemma":0.0007694521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01988491,"about_ca_topic_score_gemma":0.04263006,"domain_scores_codex":[0.9995955,0.0001735565,0.00002592598,0.00003369317,0.00004992605,0.000121409],"domain_scores_gemma":[0.9992778,0.0001342502,0.0001551502,0.00002858847,0.000143442,0.0002608712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232731,0.0002498462,0.8874659,0.0001144481,0.00009189629,0.0004950789,0.0890049,0.00005027924,0.0006114387,0.0007972713,0.0009673857,0.02002835],"study_design_scores_gemma":[0.000005867213,0.0001969586,0.7565783,0.0002235879,0.00004195382,0.0002103252,0.2387646,0.00007925453,0.0001282069,0.0004239894,0.003330424,0.00001658106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997094,0.0004115294,0.00002249515,0.0003533215,0.00002565063,0.000005522523,0.00003306084,6.72661e-7,0.002053735],"genre_scores_gemma":[0.9987638,0.0005068784,0.00002278669,0.0002184348,0.00001902237,0.00000968849,0.00002565617,8.128746e-7,0.0004329582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01988491,"threshold_uncertainty_score":0.03953832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03963952746792197,"score_gpt":0.3932671758300896,"score_spread":0.3536276483621676,"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."}}