{"id":"W1987126665","doi":"10.3138/cpp.2013-052","title":"A Needs-Based Allocation Formula for Canada Health Transfer","year":2014,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Global Health Care Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Capitation; Transfer (computing); Population; Transfer payment; Government (linguistics); Dispersion (optics); Economics; Public economics; Health care; Computer science; Economic growth; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001048362,0.000218468,0.0003576666,0.0007442547,0.001440121,0.00002445202,0.0003598974,0.0002217184,0.0001626135],"category_scores_gemma":[0.001190157,0.0002302764,0.00006498046,0.0009486033,0.00003977078,0.0001335459,0.00001096398,0.0003289611,0.00008817969],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008274257,"about_ca_system_score_gemma":0.1421669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990704,"about_ca_topic_score_gemma":0.9999178,"domain_scores_codex":[0.9962714,0.000361343,0.0006174791,0.0002835866,0.0002734065,0.002192817],"domain_scores_gemma":[0.9954679,0.0004015343,0.0001025214,0.000503968,0.0004646244,0.00305943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001348121,0.0000111483,0.001956511,0.0005500889,0.00001242833,6.477361e-7,0.000988801,0.00001037785,0.000002552289,0.3521732,0.6264563,0.01782451],"study_design_scores_gemma":[0.0009601406,0.00009386329,0.006819472,0.00007535134,0.000004054601,8.093452e-7,0.0004797218,0.001301999,0.000003142404,0.000679389,0.9893855,0.0001965387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05115955,0.0002947983,0.007281483,0.9038771,0.001964925,0.004640109,0.001867677,0.0002419429,0.0286724],"genre_scores_gemma":[0.8285136,0.000006113853,0.0002398137,0.1681365,0.0009357833,0.0004205221,0.000361353,0.00004755562,0.001338802],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.777354,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939441911985354,"score_gpt":0.3965721989721682,"score_spread":0.3471777798523146,"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."}}