{"id":"W4390664428","doi":"10.1017/s174413312300035x","title":"Managed competition in the United States: How well is it promoting equity and efficiency?","year":2024,"lang":"en","type":"article","venue":"Health Economics Policy and Law","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Managed care; Business; Equity (law); Competition (biology); Medicaid; Health care; Consolidation (business); Public economics; Industrial organization; Economics; Economic growth; Finance; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005671871,0.000207546,0.000492074,0.001119653,0.001816482,0.008759972,0.0007517722,0.003123015,0.002708115],"category_scores_gemma":[0.0117777,0.0001666531,0.0004554301,0.001522443,0.005139248,0.005299638,0.002533259,0.00278063,0.0001483576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00770492,"about_ca_system_score_gemma":0.008313132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689536,"about_ca_topic_score_gemma":0.02770681,"domain_scores_codex":[0.9972709,0.001255282,0.00006010054,0.0002447711,0.0006095353,0.0005593314],"domain_scores_gemma":[0.9940013,0.002742886,0.001209387,0.0002224898,0.0009406846,0.000883249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003988024,0.00009403187,0.007458494,0.00008464672,0.00004585616,0.00006892061,0.0004921611,0.003206063,0.00007766072,0.9296848,0.01535768,0.04338992],"study_design_scores_gemma":[0.00007116033,0.0001212777,0.01799321,0.000885752,0.00005811549,0.00004893885,0.001729242,0.007674308,0.0003407822,0.8865191,0.08450691,0.00005118911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.166813,0.05560215,0.01464659,0.5026742,0.001062844,0.0000997583,0.0002690836,0.00007217532,0.2587602],"genre_scores_gemma":[0.9610155,0.01179448,0.001828899,0.02056811,0.0007960538,0.00005131694,0.0000625171,0.00001418333,0.003868816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02689536,"threshold_uncertainty_score":0.05590332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09351623389453474,"score_gpt":0.3369225221488952,"score_spread":0.2434062882543604,"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."}}