{"id":"W2804852702","doi":"10.1093/pch/pxy054.028","title":"IMPLEMENTATION AND EVALUATION OF A DKA ORDER SET IN A PEDIATRIC TERTIARY CARE HOSPITAL: A QUALITY IMPROVEMENT INITIATIVE","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic ketoacidosis; Medicine; PDCA; Pediatrics; Quality management; Multidisciplinary approach; Emergency medicine; Diabetes mellitus; Intensive care medicine; Operations management","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":[0.06166552,0.0004281672,0.0005276478,0.002125018,0.002388518,0.003713703,0.002459804,0.000628571,0.001177003],"category_scores_gemma":[0.07682398,0.0005889056,0.0007339515,0.002967984,0.001602383,0.001902964,0.005125441,0.001479844,0.0002000341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129262,"about_ca_system_score_gemma":0.03379977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028332,"about_ca_topic_score_gemma":0.01584656,"domain_scores_codex":[0.9409754,0.03141867,0.009479006,0.00298609,0.01201732,0.003123667],"domain_scores_gemma":[0.8501611,0.03424557,0.04138009,0.009946434,0.03757804,0.02668877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009908731,0.005128928,0.8062579,0.001112082,0.0001970929,0.0005774719,0.01015153,0.001317071,0.002327134,0.0004736523,0.003255436,0.1682109],"study_design_scores_gemma":[0.000767427,0.02069469,0.9344434,0.001160295,0.0002228334,0.0006028326,0.02254729,0.004241555,0.005742018,0.0001776374,0.009283626,0.0001165089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862332,0.0007078333,0.004329637,0.001685689,0.00008760527,0.003958273,0.0005448645,0.0002047021,0.002248114],"genre_scores_gemma":[0.9675239,0.0004554618,0.02910708,0.0004689456,0.00004712282,0.001319662,0.0007969395,0.0000258179,0.0002550795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06166552,"threshold_uncertainty_score":0.3261223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300712639627075,"score_gpt":0.4202241886608346,"score_spread":0.3772170622645639,"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."}}