{"id":"W4239925387","doi":"10.1016/s2468-2667(17)30125-1","title":"Ageing: a 21st century public health challenge?","year":2017,"lang":"en","type":"editorial","venue":"The Lancet Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Gerontology; Public health; Dementia; Population ageing; Population; Years of potential life lost; Quarter (Canadian coin); Health care; Medicine; Demography; Geography; Disease; Economic growth; Environmental health; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02112401,0.004413079,0.006073891,0.004414673,0.004579747,0.01354276,0.004645719,0.02668185,0.01314822],"category_scores_gemma":[0.07371125,0.001271959,0.004104076,0.002312285,0.006667801,0.01057871,0.003430825,0.03937481,0.00987487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004837787,"about_ca_system_score_gemma":0.01075499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979099,"about_ca_topic_score_gemma":0.006072337,"domain_scores_codex":[0.9881087,0.003058281,0.001447357,0.001141014,0.005389703,0.0008550184],"domain_scores_gemma":[0.923498,0.04882844,0.002948,0.001750982,0.01656744,0.006407073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002166301,0.00001133534,0.00003401302,0.000392475,0.00003518883,0.00005388115,0.00007281344,0.00001683085,0.00001892691,0.0008095986,0.9907882,0.00774518],"study_design_scores_gemma":[0.00006085507,0.00002732507,0.0002511104,0.001605089,0.0001091416,0.0001377007,0.000302146,0.00007658581,0.00004819927,0.004787839,0.9925594,0.00003452345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002598215,0.01819598,0.00007979561,0.1639588,0.8170475,0.000009450887,0.00005142066,0.00003742457,0.0005936784],"genre_scores_gemma":[0.0003862395,0.01369044,0.00009969543,0.06139681,0.9217412,0.00002330397,0.00003388923,0.00002764735,0.002600791],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02668185,"threshold_uncertainty_score":0.1117157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157649699852792,"score_gpt":0.4161463562297211,"score_spread":0.2584966563769291,"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."}}