{"id":"W4408831346","doi":"10.1177/01640275251328591","title":"Adults Aged 75+ Happy in Conventional Dwelling or Independent Living Facility but Associated With Thriving and Ageism","year":2025,"lang":"en","type":"article","venue":"Research on Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Victoriaville; Université de Montréal; Université Laval; University of Ottawa; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canada Research Chairs","keywords":"Happiness; Thriving; Gerontology; Psychology; Demography; Medicine; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004200511,0.0001107303,0.00023775,0.0003959194,0.0005549587,0.0005001018,0.0001904108,0.0001938093,0.001227884],"category_scores_gemma":[0.001130974,0.0001000721,0.0002357513,0.0006300867,0.0002567779,0.0002583823,0.0004245564,0.0003178731,0.000101549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390334,"about_ca_system_score_gemma":0.0005485062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1419454,"about_ca_topic_score_gemma":0.2715783,"domain_scores_codex":[0.9997444,0.00004648107,0.00002210658,0.00004211358,0.0000505715,0.00009452154],"domain_scores_gemma":[0.9993629,0.00004416337,0.0002813333,0.00002057171,0.0001024798,0.0001886629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002235977,0.00001468874,0.9984887,0.000005652411,0.00001807866,0.00001522415,0.0001429832,0.000009193906,0.00004148089,0.00001669934,0.00009963282,0.001125349],"study_design_scores_gemma":[4.189319e-7,0.000008711668,0.9996711,0.0000026842,0.000003650706,0.000009870434,0.00022085,0.00001257877,0.000004926576,0.000005312132,0.00005932747,7.015789e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988649,0.0001688497,0.00002881598,0.00006931349,0.000004005825,0.000005768052,0.0002715791,9.764436e-7,0.0005856964],"genre_scores_gemma":[0.9996446,0.00005678804,0.00002210746,0.00002962294,0.000002847176,0.000002954514,0.0001397702,2.409885e-7,0.0001010526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419454,"threshold_uncertainty_score":0.2822383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114337486826494,"score_gpt":0.443151186633861,"score_spread":0.3317174379512117,"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."}}