{"id":"W2157625002","doi":"10.1542/peds.113.s1.217","title":"Implementing and Using Quality Measures for Children’s Health Care: Perspectives on the State of the Practice","year":2004,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Quality (philosophy); Medicine; Standardization; Medicaid; Health care; Set (abstract data type); Quality management; Medical education; Public relations; Marketing; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236814,0.00008114957,0.0001685081,0.00007186239,0.0003660773,0.00004027729,0.0001279247,0.00002018078,0.000001558498],"category_scores_gemma":[0.001050041,0.00006151493,0.0000638707,0.0001789004,0.00003438986,0.00007900624,0.00008205468,0.0001063845,0.000001327154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167845,"about_ca_system_score_gemma":0.0001005639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268895,"about_ca_topic_score_gemma":0.0004224035,"domain_scores_codex":[0.9989702,0.00005934391,0.000423351,0.0002090984,0.00005933693,0.0002787113],"domain_scores_gemma":[0.998857,0.0002265174,0.0005818381,0.0002297532,0.00006625452,0.00003864697],"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":[0.00002352685,0.00007793888,0.01177431,0.0001859238,0.00004440916,6.727084e-8,0.02907106,0.0005097109,6.92476e-7,0.9538715,0.0001815462,0.004259274],"study_design_scores_gemma":[0.006467668,0.001250052,0.4424988,0.00009024086,0.0001927356,0.00001098143,0.08804215,0.0003495089,0.0002375954,0.2421591,0.2171575,0.001543678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109548,0.01519273,0.01098414,0.05910001,0.0002801775,0.001675189,0.0007183612,0.00002205121,0.001072504],"genre_scores_gemma":[0.9954865,0.001345934,0.001302847,0.001669887,0.0001552707,0.00001642688,0.000001900086,0.00001104345,0.00001018937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117125,"threshold_uncertainty_score":0.9938856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08135475519760632,"score_gpt":0.356462595051491,"score_spread":0.2751078398538847,"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."}}