{"id":"W1918641688","doi":"10.1007/s12062-015-9123-1","title":"Inherent Tensions Between Population Aging and Health Care Systems: What Might the Canadian Health Care System Look Like in Twenty Years?","year":2015,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Global Health Care Issues","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Life expectancy; Population ageing; Health care; Gerontology; Context (archaeology); Health policy; Population; Cohort; Medicine; Psychology; Environmental health; Economic growth; Economics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.003125847,0.0002112263,0.0007042888,0.0005775997,0.00117834,0.0001309958,0.0001866778,0.0002138056,0.000003344256],"category_scores_gemma":[0.0001409952,0.0001676815,0.00006950395,0.0004113191,0.00001988785,0.0006397651,0.00007415997,0.0009814969,0.00001553054],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101694,"about_ca_system_score_gemma":0.001955297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6216112,"about_ca_topic_score_gemma":0.7336571,"domain_scores_codex":[0.9944605,0.001903563,0.001903251,0.0002501906,0.0007511867,0.0007312612],"domain_scores_gemma":[0.9961091,0.0001571617,0.001768919,0.0002922776,0.000692352,0.0009801855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001655664,0.000006752953,0.9186555,0.001431241,0.00001977382,0.00006120843,0.06663571,0.001196784,1.489691e-7,0.0004012754,0.005262333,0.006312757],"study_design_scores_gemma":[0.000698153,0.0001020578,0.7977009,0.006444491,0.00001875159,0.00002247652,0.1878113,0.0001680938,4.296758e-8,0.00001687729,0.006898693,0.0001181191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382983,0.04378655,0.00004622396,0.01124856,0.00452532,0.001915182,0.00004187383,0.0000544485,0.00008353894],"genre_scores_gemma":[0.99713,0.0001583123,0.0002535791,0.001344246,0.0008762878,0.00001236893,0.0001658988,0.00003647611,0.00002288263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211756,"threshold_uncertainty_score":0.9927796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026556395230525,"score_gpt":0.431983194051383,"score_spread":0.3293275545283305,"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."}}