{"id":"W3122871568","doi":"","title":"Do Competition and Managed Care Improve Quality","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Instrumental variable; Managed care; Quality (philosophy); Panel data; Competition (biology); Health care; Market share; Business; Quality management; Health care quality; Economics; Marketing; Economic growth; Econometrics","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":[0.01059782,0.0002503485,0.0005622786,0.001598186,0.001140457,0.005335727,0.001011453,0.002590241,0.009248065],"category_scores_gemma":[0.06010321,0.0002585506,0.0007875068,0.002751038,0.003748268,0.0058661,0.002798927,0.001522641,0.0006308228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006110731,"about_ca_system_score_gemma":0.005673888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092064,"about_ca_topic_score_gemma":0.009421562,"domain_scores_codex":[0.9892668,0.005033274,0.0003186851,0.0007494569,0.002459862,0.002171974],"domain_scores_gemma":[0.9575914,0.01334816,0.01954289,0.001782095,0.00331851,0.004416837],"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":[0.0006305448,0.001011794,0.3505653,0.0006182984,0.001088055,0.0002111038,0.00293995,0.006051086,0.0004061074,0.4278572,0.05033457,0.1582859],"study_design_scores_gemma":[0.001371638,0.0008987527,0.4198137,0.001385078,0.0004846775,0.0002330533,0.003468151,0.01037913,0.001263166,0.4454408,0.115138,0.0001239784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.490705,0.02297823,0.006100222,0.324953,0.000963493,0.0001739619,0.0009921179,0.0001716178,0.1529623],"genre_scores_gemma":[0.98909,0.001461115,0.000643647,0.006936945,0.0006326967,0.00002616362,0.00008447427,0.0000175955,0.001107381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092064,"threshold_uncertainty_score":0.05604726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582956958271892,"score_gpt":0.2885513627357218,"score_spread":0.2627217931530029,"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."}}