{"id":"W2752093945","doi":"10.1093/ofid/ofx163.603","title":"Embracing Handshake Stewardship: Utility of Collaborative, Prospective Audit and Feedback Rounds in an Intensive Care Unit at Royal University Hospital, Saskatoon, Saskatchewan","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; Stewardship (theology); Handshake; Intensive care unit; Audit; De-escalation; Unit (ring theory); Antimicrobial stewardship; Intensive care medicine; Management; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008630573,0.001092016,0.0006372025,0.001108855,0.001107277,0.001056766,0.001165383,0.000579898,0.001220783],"category_scores_gemma":[0.01342579,0.000751941,0.0003948556,0.001205191,0.0007585117,0.0007138845,0.002382922,0.000861544,0.0003812641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395657,"about_ca_system_score_gemma":0.01019611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07735199,"about_ca_topic_score_gemma":0.1500229,"domain_scores_codex":[0.9911215,0.00562096,0.0005979473,0.0007545549,0.001246881,0.0006581254],"domain_scores_gemma":[0.9834824,0.005093818,0.002501825,0.001067937,0.003921559,0.003932513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006463282,0.01138833,0.8010283,0.0005876229,0.0003680697,0.002002712,0.00772901,0.003363458,0.01026776,0.0000613607,0.002140952,0.1545991],"study_design_scores_gemma":[0.0007923575,0.01452523,0.9674845,0.0001372406,0.0001276979,0.0005500437,0.005457981,0.006316053,0.003351776,0.00005472499,0.00102829,0.0001741053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997691,0.00007886184,0.0007245989,0.0001248317,0.000007818633,0.000686183,0.0001368974,0.00005036767,0.0004994052],"genre_scores_gemma":[0.98713,0.0003460599,0.0105865,0.0002565027,0.00002345424,0.0006373805,0.0003291434,0.00001689937,0.0006740746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07735199,"threshold_uncertainty_score":0.1538035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977702684235604,"score_gpt":0.3568480931486948,"score_spread":0.3270710663063387,"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."}}