{"id":"W2155621305","doi":"10.1377/hlthaff.24.1.138","title":"Evidence-Based Quality Improvement: The State Of The Science","year":2005,"lang":"en","type":"article","venue":"Health Affairs","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":695,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Intuition; Quality management; Evidence-based medicine; Quality (philosophy); Evidence-based practice; Clinical Practice; Management science; Medicine; Psychology; Knowledge management; Computer science; Alternative medicine; Business; Nursing; Marketing; Engineering; Epistemology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2922915,0.001759951,0.006427828,0.01126741,0.003857137,0.02601021,0.008057802,0.01580218,0.006438087],"category_scores_gemma":[0.5170755,0.001638736,0.00286852,0.01609933,0.02265978,0.02625635,0.009909369,0.02203041,0.00227656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01854984,"about_ca_system_score_gemma":0.03648793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008162647,"about_ca_topic_score_gemma":0.006732912,"domain_scores_codex":[0.7806053,0.1010339,0.03701266,0.01439991,0.06415914,0.002789171],"domain_scores_gemma":[0.2275031,0.6636342,0.03014132,0.01901059,0.05453249,0.005178376],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002897469,0.0001961396,0.003906125,0.04357374,0.001111681,0.00008035716,0.001408719,0.001231989,0.0002854351,0.1014495,0.0531938,0.7932727],"study_design_scores_gemma":[0.0002724831,0.0005654002,0.006246942,0.2703671,0.001634189,0.0005039489,0.00280625,0.004651705,0.0009303893,0.3800835,0.3316034,0.0003346865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005727902,0.8086298,0.008794589,0.1750849,0.003783229,0.00007653732,0.0001101343,0.00009288506,0.002855123],"genre_scores_gemma":[0.06711711,0.8126857,0.03865395,0.06657277,0.01349092,0.000412276,0.0003317153,0.0001578348,0.0005776039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7077085,"threshold_uncertainty_score":0.8727306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2789017797689046,"score_gpt":0.5380246130422348,"score_spread":0.2591228332733302,"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."}}