{"id":"W2971930340","doi":"10.1097/pq9.0000000000000206","title":"Impact of Positive Feedback on Antimicrobial Stewardship in a Pediatric Intensive Care Unit: A Quality Improvement Project","year":2019,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Medicine; Medical prescription; Meropenem; Intervention (counseling); Health care; Quality management; Excellence; Intensive care medicine; Nursing; Antibiotic resistance; Antibiotics; Service (business); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01920643,0.0008495366,0.0004749136,0.0008781542,0.002097738,0.00143779,0.001959019,0.001137435,0.001918018],"category_scores_gemma":[0.02674553,0.0005350164,0.0008219507,0.0006774883,0.001546799,0.001335018,0.004320469,0.001965041,0.0002276271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032317,"about_ca_system_score_gemma":0.02294981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003546771,"about_ca_topic_score_gemma":0.004281277,"domain_scores_codex":[0.9870059,0.007714021,0.0006242383,0.0009194822,0.001904427,0.001831911],"domain_scores_gemma":[0.9732443,0.005940585,0.00362231,0.001578495,0.00352626,0.01208805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005416617,0.1495013,0.2107974,0.002418172,0.0005370076,0.0009949272,0.02549018,0.007235758,0.01009992,0.001129031,0.005694025,0.5806856],"study_design_scores_gemma":[0.01094341,0.1900065,0.7081214,0.00156589,0.001008122,0.0008663557,0.02833073,0.01503932,0.02334873,0.001753836,0.01875652,0.000259168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943959,0.00007353859,0.001394516,0.001022575,0.00003631669,0.002079949,0.00008322745,0.0000837393,0.0008303836],"genre_scores_gemma":[0.9662163,0.0002584089,0.02831656,0.0006037728,0.00006386341,0.003620161,0.0001689159,0.00001836208,0.0007336644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920643,"threshold_uncertainty_score":0.1015745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588640790556004,"score_gpt":0.3232940983516626,"score_spread":0.2974076904461026,"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."}}