{"id":"W2988460559","doi":"10.1093/geroni/igz038.2087","title":"AGE FRIENDLINESS OF COMMUNITIES CONTRIBUTES TO QUALITY OF LIFE","year":2019,"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":"Sunnybrook Health Science Centre; Saint Paul University; University of Toronto; Ottawa Hospital; Baycrest Hospital; University of Ottawa; Lakehead University","funders":"","keywords":"Quality of life (healthcare); Gerontology; Psychological intervention; Variance (accounting); Psychology; Mental health; Depression (economics); Explained variation; Affect (linguistics); Regression analysis; Variables; Medicine; Psychiatry","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":[0.002380811,0.0003598152,0.0004385579,0.001120972,0.0007611967,0.001602608,0.0005431302,0.0005181876,0.003919758],"category_scores_gemma":[0.01267709,0.0002046169,0.0007003813,0.001262705,0.0004341717,0.0007482034,0.001626651,0.0008384427,0.0002288377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505175,"about_ca_system_score_gemma":0.0004876145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007909184,"about_ca_topic_score_gemma":0.01061211,"domain_scores_codex":[0.9978758,0.001083768,0.0001348553,0.0002454346,0.0003859554,0.0002740286],"domain_scores_gemma":[0.9888431,0.003010771,0.004762599,0.0006118478,0.001097428,0.001674237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003403143,0.0001163388,0.9929299,0.00003623746,0.0001856233,0.00002587886,0.0004521396,0.0001251516,0.00005604758,0.00007681354,0.0002223447,0.005739544],"study_design_scores_gemma":[0.000002177976,0.00005613631,0.9980218,0.00002716797,0.00004226002,0.00003898418,0.0007123077,0.0004745961,0.0000305636,0.0001574076,0.0004304999,0.000006175551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967791,0.0006778523,0.0002772879,0.0004368697,0.00001972084,0.00001933871,0.0003288246,0.000008186516,0.001452808],"genre_scores_gemma":[0.9994872,0.0001150275,0.0001219609,0.00002778635,0.00001153416,0.0000049135,0.0001113463,0.000001446106,0.0001188454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007909184,"threshold_uncertainty_score":0.01572627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09160250324181186,"score_gpt":0.4181220871488555,"score_spread":0.3265195839070436,"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."}}