{"id":"W7118065296","doi":"10.1093/geroni/igaf122.862","title":"Promoting Social Resilience for Racialized Older Immigrants in Canada: Stakeholder Engagement Project Findings","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Immigration; Focus group; Social isolation; Psychological resilience; Loneliness; Population; Metropolitan area; Stakeholder","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":[0.008896466,0.0005019217,0.0004826247,0.001460485,0.02765406,0.003951901,0.001650292,0.001168615,0.002750834],"category_scores_gemma":[0.008336031,0.0002216261,0.0004903713,0.00206183,0.003484282,0.001030763,0.00851712,0.002060014,0.0001879843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06049452,"about_ca_system_score_gemma":0.2495435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9469714,"about_ca_topic_score_gemma":0.9800166,"domain_scores_codex":[0.9951708,0.001563656,0.0001156559,0.0002458,0.0009882255,0.001915824],"domain_scores_gemma":[0.9923395,0.001153051,0.0002775064,0.0001630684,0.002633932,0.003432848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002271622,0.0007259502,0.09218566,0.0008410852,0.00004567049,0.001275185,0.8037837,0.0002926879,0.001727232,0.006505427,0.01569647,0.07669386],"study_design_scores_gemma":[0.00002464902,0.000109654,0.04890994,0.0006103307,0.0000339584,0.00007740259,0.9110746,0.0003356983,0.0004081482,0.0007820677,0.03759023,0.00004328534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647539,0.0007750358,0.0006471255,0.008966293,0.00008888236,0.001234158,0.0005524094,0.00002839464,0.02295375],"genre_scores_gemma":[0.9896845,0.000826501,0.00147452,0.002363287,0.0000121803,0.0008432799,0.0001817023,0.0000109644,0.004603171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06049452,"threshold_uncertainty_score":0.4389204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727179310064223,"score_gpt":0.3798733519530312,"score_spread":0.3071554209466089,"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."}}