{"id":"W2297264028","doi":"10.1093/geront/gnw034","title":"Healthy Ageing: Raising Awareness of Inequalities, Determinants, and What Could Be Done to Improve Health Equity","year":2016,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Health Organization","keywords":"Raising (metalworking); Inequality; Equity (law); Health equity; Ageing; Economics; Demographic economics; Public economics; Economic growth; Political science; Medicine; Mathematics; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006022204,0.0003973257,0.00245541,0.00009718133,0.001294327,0.0002916615,0.0008567207,0.0004092078,0.00005004897],"category_scores_gemma":[0.0009246527,0.0002348941,0.0002256374,0.0002184953,0.0009351394,0.0003581134,0.0004803335,0.0003595249,0.000009955319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937434,"about_ca_system_score_gemma":0.00375338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1054753,"about_ca_topic_score_gemma":0.08523931,"domain_scores_codex":[0.9946059,0.001742336,0.001312904,0.0005254535,0.0005367882,0.001276648],"domain_scores_gemma":[0.9956852,0.001927278,0.001100686,0.0006529455,0.00009838239,0.0005355116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001705973,0.00001855494,0.00005701268,0.01513606,0.00001951504,0.000004659526,0.003484381,1.599809e-8,1.400121e-8,0.004992989,0.001063392,0.9752063],"study_design_scores_gemma":[0.0001573526,0.0001397071,0.000129818,0.01150923,0.00004887043,0.000004322977,0.004190554,2.168135e-7,1.491528e-7,0.0003548102,0.9831901,0.0002748453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001537136,0.976935,0.0001748513,0.01864216,0.001705203,0.00161314,0.0001912095,0.00005818198,0.0005265729],"genre_scores_gemma":[0.0007023957,0.9928796,0.00006513459,0.004915805,0.000425574,0.0001128217,0.00001077213,0.00003165993,0.0008562349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821267,"threshold_uncertainty_score":0.9955047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3053265905483936,"score_gpt":0.5186792399658148,"score_spread":0.2133526494174212,"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."}}