{"id":"W2309906904","doi":"10.1093/intqhc/mzw021","title":"Preparing national health systems to cope with the impending tsunami of ageing and its associated complexities: Towards more sustainable health care","year":2016,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Healthcare system; Sustainability; Health care; Economic growth; Business; Political science; Geography; Environmental health; Development economics; Medicine; 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":[0.03419667,0.0003920078,0.0005646147,0.0007575088,0.006557027,0.01513212,0.001784592,0.007549556,0.005941162],"category_scores_gemma":[0.04016065,0.0003454509,0.0007008744,0.001238542,0.004336949,0.009611811,0.01104497,0.008114479,0.0006425049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009757611,"about_ca_system_score_gemma":0.05144091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364817,"about_ca_topic_score_gemma":0.0247751,"domain_scores_codex":[0.9871206,0.008826014,0.0004881558,0.0002565846,0.001102908,0.002205775],"domain_scores_gemma":[0.9730307,0.008292482,0.002758931,0.00133783,0.005421374,0.009158691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047361,0.0006516808,0.02877192,0.0017529,0.0002685165,0.001648229,0.04350735,0.007986431,0.001693867,0.3769516,0.3402787,0.1962841],"study_design_scores_gemma":[0.0001153991,0.0003146597,0.02730673,0.00290203,0.00006077346,0.0003346815,0.1031582,0.003735715,0.0007880492,0.2176599,0.6434513,0.0001725861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.029461,0.004148315,0.003726927,0.9398813,0.0023437,0.0001591724,0.0001460341,0.00003350246,0.02010005],"genre_scores_gemma":[0.7821955,0.02126887,0.03471274,0.143165,0.003441901,0.0007415585,0.000482774,0.00007043213,0.01392129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03419667,"threshold_uncertainty_score":0.1808515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265270846978758,"score_gpt":0.506462857150885,"score_spread":0.241192010172127,"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."}}