{"id":"W4200243165","doi":"10.1093/geroni/igab046.1132","title":"Social Engagement and Well-Being Among Chinese Older Adults","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; McGill University","funders":"","keywords":"Social isolation; Neighbourhood (mathematics); Social engagement; Psychology; Psychological resilience; Happiness; Social support; China; Well-being; Life satisfaction; Mental health; Demographics; Gerontology; Demography; Medicine; Social psychology; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003208359,0.0003108504,0.0002329561,0.0007923522,0.0008101484,0.0005573892,0.0001519843,0.0002574781,0.002007678],"category_scores_gemma":[0.0008381164,0.0001058983,0.0004400522,0.001109198,0.0002201099,0.0003551441,0.0005607255,0.0003220568,0.0001072902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055279,"about_ca_system_score_gemma":0.0005895899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04288903,"about_ca_topic_score_gemma":0.06266849,"domain_scores_codex":[0.999818,0.00002357216,0.00002715303,0.00003807633,0.00003866201,0.00005455036],"domain_scores_gemma":[0.9995905,0.00003808648,0.0001180017,0.00002144194,0.00009071459,0.000141419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002860966,0.00005451106,0.9932218,0.00005079231,0.00007690466,0.00006797702,0.001007546,0.00002893253,0.0003470991,0.00005162632,0.0002794152,0.004784749],"study_design_scores_gemma":[0.000001385988,0.00001633337,0.9991997,0.000006927655,0.00001755489,0.00001500908,0.0004693083,0.00004963379,0.0000199637,0.00002039832,0.000181931,0.000001915466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997997,0.0003316487,0.0000319505,0.0001634299,0.00001402598,0.00001136039,0.0003632786,0.00000179028,0.001085517],"genre_scores_gemma":[0.9991112,0.0002037541,0.00003138207,0.00007390331,0.0000155847,0.00001392025,0.0002250793,5.992074e-7,0.0003245389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04288903,"threshold_uncertainty_score":0.08527875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008964724039966,"score_gpt":0.3489183160275908,"score_spread":0.3288286687871911,"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."}}