{"id":"W3122612587","doi":"","title":"Managing the Cost of Healthcare for an Aging Population: Nova Scotia’s Healthcare Glacier","year":2013,"lang":"en","type":"article","venue":"e-briefs","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Health care; Government (linguistics); Population; Business; Geography; Economic growth; Medicine; Economics; Environmental health; Engineering; Archaeology; Aeronautics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008192578,0.00009121085,0.0001540145,0.00002444204,0.0008074347,0.0001286989,0.0004162577,0.000068467,0.0002187133],"category_scores_gemma":[0.0001213305,0.00007212297,0.00007443559,0.0004146579,0.0002334183,0.0005079787,0.00003712057,0.0001021859,0.00002852041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319596,"about_ca_system_score_gemma":0.0001963574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6635555,"about_ca_topic_score_gemma":0.356167,"domain_scores_codex":[0.9984414,0.0001392284,0.0002409523,0.0002455045,0.000482366,0.000450578],"domain_scores_gemma":[0.9990887,0.0001058792,0.0002145758,0.0002133059,0.0002182923,0.0001592155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002130232,0.00007278815,0.3116167,0.000173814,0.00002245103,0.000001116894,0.09101094,0.00006987846,0.0000493886,0.3004298,0.03786109,0.2586707],"study_design_scores_gemma":[0.0004463951,0.0001662816,0.7041778,0.0001528419,0.00001468206,0.00000114258,0.05283799,0.0004683218,0.00005133127,0.04529109,0.1959861,0.0004059933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4025445,0.001468959,0.001169585,0.5782718,0.002560287,0.00317095,0.00005820416,0.0001352453,0.01062046],"genre_scores_gemma":[0.9948179,0.00004702967,0.0003730372,0.002610781,0.0006357596,0.00003067561,0.000007845733,0.000009917704,0.001467073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5922734,"threshold_uncertainty_score":0.6555813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134451286468631,"score_gpt":0.3825672925430443,"score_spread":0.311222779678358,"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."}}