{"id":"W110712005","doi":"10.2139/ssrn.2291144","title":"Managing the Cost of Healthcare for an Aging Population: The Fiscal Challenge Quebec Has Yet to Face","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health Care Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Face (sociological concept); Population ageing; Health care; Business; Population; Economics; Medicine; Economic growth; Environmental health; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00348379,0.0001905481,0.0002982795,0.00008565247,0.002419973,0.00004785966,0.0006250893,0.0001342045,0.0000516673],"category_scores_gemma":[0.0001749995,0.0001140442,0.000102131,0.0002242019,0.00005527657,0.0002659275,0.00009967958,0.002393224,0.0001004409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852001,"about_ca_system_score_gemma":0.001920031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06394113,"about_ca_topic_score_gemma":0.3531057,"domain_scores_codex":[0.9949374,0.0008439327,0.0007242453,0.0002451761,0.000400528,0.002848693],"domain_scores_gemma":[0.9980539,0.0004535779,0.0004154743,0.0004484543,0.0003880832,0.0002405017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003199966,0.0001528635,0.01493346,0.0007041409,0.0002177521,0.000001716837,0.04592247,0.0006600291,0.00006059198,0.6320163,0.03018044,0.2748303],"study_design_scores_gemma":[0.002282105,0.002029353,0.0832272,0.001141385,0.00010074,0.0000973218,0.2770968,0.002331762,0.00001466918,0.4680144,0.1630401,0.0006240677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2710409,0.008486737,0.008445497,0.7031799,0.001614071,0.006321644,0.00002933255,0.00009808091,0.0007838368],"genre_scores_gemma":[0.9933704,0.0007299304,0.0001094906,0.003198623,0.0007873078,0.0002704653,0.00001494384,0.00004013961,0.001478764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7223294,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444035331810597,"score_gpt":0.42757882075794,"score_spread":0.353138467439834,"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."}}