{"id":"W2928553351","doi":"10.1542/peds.2018-2372","title":"Quality Metrics for Antimicrobial Stewardship Programs","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University Health Network; Sinai Health System; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Antimicrobial stewardship; Medicine; Delphi method; Metric (unit); Accountability; MEDLINE; Delphi; Quality (philosophy); Stewardship (theology); Family medicine; Operations management; Antibiotic resistance; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1442259,0.001578403,0.001235008,0.01375586,0.002583894,0.008476426,0.002353235,0.002019213,0.002810535],"category_scores_gemma":[0.2864142,0.0005474553,0.001530615,0.01094436,0.003966465,0.008733466,0.007972231,0.003043517,0.0004564373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02820032,"about_ca_system_score_gemma":0.03803127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392913,"about_ca_topic_score_gemma":0.01037564,"domain_scores_codex":[0.8519415,0.0952329,0.01557225,0.002577563,0.03126455,0.00341123],"domain_scores_gemma":[0.7101835,0.1241282,0.04461681,0.009796465,0.1020332,0.009241784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002726698,0.0006555103,0.08327352,0.007072203,0.0004024581,0.0001555905,0.008904281,0.03085319,0.001567187,0.172638,0.03940601,0.6547994],"study_design_scores_gemma":[0.0002573853,0.002254375,0.1410056,0.02835422,0.0004956906,0.000604121,0.02386304,0.1150037,0.006770978,0.4384175,0.2423598,0.0006137029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1357293,0.0314447,0.5679938,0.1636644,0.001596294,0.009216965,0.002697687,0.001653923,0.08600285],"genre_scores_gemma":[0.5882093,0.006647014,0.3962127,0.002271963,0.0002999347,0.004144153,0.001109277,0.0001407899,0.0009649077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1442259,"threshold_uncertainty_score":0.7627488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430519056251175,"score_gpt":0.2785547810119096,"score_spread":0.2542495904493979,"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."}}