{"id":"W2411957807","doi":"10.1056/nejm200312183492517","title":"Costs of Health Care Administration in the United States and Canada","year":2003,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Administration (probate law); Health care; MEDLINE; Environmental health; Family medicine; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007443,0.0004427571,0.000678906,0.0008639334,0.005039474,0.002966922,0.0008972847,0.01067963,0.02927005],"category_scores_gemma":[0.009717733,0.0003262612,0.0004853545,0.001341182,0.001186629,0.000742249,0.00063002,0.006143112,0.005618515],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04379904,"about_ca_system_score_gemma":0.05338813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8592317,"about_ca_topic_score_gemma":0.949148,"domain_scores_codex":[0.9981347,0.0002227302,0.000137373,0.0001487803,0.0008622188,0.0004941621],"domain_scores_gemma":[0.9928842,0.001218223,0.0003143971,0.0001484558,0.003947509,0.001487374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005431294,0.00002756851,0.005126068,0.00005037998,0.00001300353,0.0005216696,0.00005428259,0.0002243331,0.0000653189,0.004269341,0.9702712,0.01932253],"study_design_scores_gemma":[0.0001403229,0.00005011024,0.0267407,0.0007127799,0.0000403589,0.0005010811,0.0004618029,0.00150048,0.0001470732,0.003971417,0.9656802,0.00005370018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0057452,0.006701333,0.0001251017,0.7778774,0.005150045,0.0001211141,0.003234036,0.00006740107,0.2009783],"genre_scores_gemma":[0.07544516,0.01362726,0.0007243818,0.5084039,0.005797896,0.0002041896,0.001777877,0.00006543529,0.3939539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.956201,"threshold_uncertainty_score":0.3177858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408677597510979,"score_gpt":0.2794713031200177,"score_spread":0.2386035433689198,"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."}}