{"id":"W2982115115","doi":"10.1093/ofid/ofz360.921","title":"1057. The Impact of Temporary Suspensions of an Antimicrobial Stewardship Audit and Feedback Program on Antimicrobial Utilization of General Internal Medicine Inpatients","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Audit; Pharmacist; Intensive care unit; Emergency medicine; Intensive care medicine; Internal medicine; Antibiotics; Family medicine; Antibiotic resistance; Pharmacy; Microbiology","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":[0.002372043,0.0001899538,0.0002662188,0.0006858034,0.0004027117,0.0008446014,0.0004123535,0.0002940645,0.00158024],"category_scores_gemma":[0.01104786,0.0001616497,0.000630933,0.0008641861,0.000291469,0.0004542609,0.0008877136,0.000430397,0.0001955276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670365,"about_ca_system_score_gemma":0.001558594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009706125,"about_ca_topic_score_gemma":0.01382983,"domain_scores_codex":[0.9969965,0.001165669,0.0003452323,0.0002922086,0.0005933869,0.0006069827],"domain_scores_gemma":[0.9857898,0.003995395,0.006132871,0.0005766373,0.001154457,0.002350767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007294159,0.0002506805,0.9880804,0.00003416205,0.00007540647,0.00003603071,0.00008141829,0.00009538428,0.0001743655,0.0000115168,0.0001700327,0.01026118],"study_design_scores_gemma":[0.00001401725,0.0009827825,0.998492,0.00001276763,0.00002755924,0.00002837168,0.0001118905,0.0001352962,0.00009722933,0.00000442398,0.00009101643,0.000002610639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992519,0.0001313261,0.00002823334,0.00005573987,0.000005599318,0.00001197065,0.0001871172,0.00000318674,0.000324827],"genre_scores_gemma":[0.9995238,0.00004421342,0.0000680646,0.00003732614,0.00001491821,0.00001392015,0.0002079847,0.000001285235,0.0000885794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009706125,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471537622340323,"score_gpt":0.3013459106365959,"score_spread":0.2866305344131926,"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."}}