{"id":"W3121138931","doi":"10.55016/ojs/sppp.v5i1.42401","title":"Can We Avoid a Sick Fiscal Future? The Non-Sustainability of Health-Care Spending with an Aging Population","year":2012,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fiscal sustainability; Population ageing; Sustainability; Health care; Economics; Population; Public economics; Development economics; Medicine; Business; Fiscal policy; Natural resource economics; Environmental health; Economic growth; Macroeconomics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00601451,0.0005887462,0.0007474747,0.001292579,0.01380963,0.01211051,0.001701419,0.005136411,0.01818809],"category_scores_gemma":[0.02088217,0.000279034,0.0006962774,0.001690722,0.01248203,0.01752971,0.006182577,0.01201025,0.004165042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01572781,"about_ca_system_score_gemma":0.06034047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3323515,"about_ca_topic_score_gemma":0.4923466,"domain_scores_codex":[0.9970238,0.0007650903,0.00006889498,0.000217601,0.0005859364,0.001338616],"domain_scores_gemma":[0.9910142,0.0007711521,0.0004292107,0.0003414044,0.002056503,0.005387495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008294262,0.00006534026,0.004877443,0.0002299644,0.00004684091,0.0001833378,0.004695716,0.0002021389,0.00009541312,0.1161403,0.7845725,0.08880809],"study_design_scores_gemma":[0.0000365109,0.00004630506,0.0057509,0.001078464,0.00003215623,0.00013673,0.01723638,0.0001349031,0.0001071005,0.09331439,0.8820508,0.00007529915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003270474,0.009497124,0.0003332626,0.9679859,0.003832244,0.00000902449,0.00025737,0.00004409014,0.01477057],"genre_scores_gemma":[0.2398004,0.06870954,0.002691113,0.6162595,0.009616866,0.0001030223,0.0008605368,0.0003553634,0.06160377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3323515,"threshold_uncertainty_score":0.660834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624139573275569,"score_gpt":0.4418274482401787,"score_spread":0.3855860525074231,"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."}}