{"id":"W4385968510","doi":"10.1017/ice.2023.152","title":"How does the antimicrobial stewardship provider role affect prospective audit and feedback acceptance for restricted antibiotics in a Canadian tertiary-care center?","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Antimicrobial stewardship; Audit; Stewardship (theology); Medicine; Affect (linguistics); Antimicrobial; Odds; Medical prescription; Multidisciplinary approach; Antibiotics; Tertiary care; Odds ratio; Family medicine; Intensive care medicine; Nursing; Business; Internal medicine; Antibiotic resistance; Psychology; Accounting; Microbiology; Logistic regression","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":[0.005768628,0.0002504722,0.0003869238,0.0009933175,0.003139775,0.002475689,0.001482035,0.0009064206,0.001802234],"category_scores_gemma":[0.03683601,0.0004360583,0.000441703,0.002074858,0.001332536,0.0008527543,0.001272182,0.001532503,0.0001654916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03172268,"about_ca_system_score_gemma":0.04889059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.947408,"about_ca_topic_score_gemma":0.9725924,"domain_scores_codex":[0.9911664,0.001763384,0.0005482603,0.0007433158,0.003205233,0.002573376],"domain_scores_gemma":[0.9600979,0.007536738,0.01224592,0.0009599783,0.01043064,0.008728703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000700034,0.0001235898,0.991941,0.00002053281,0.00002325536,0.00006450799,0.001225846,0.00005986491,0.00005549408,0.0000367003,0.000794117,0.005584951],"study_design_scores_gemma":[0.000006791923,0.00006576548,0.9960616,0.00003714846,0.0000167547,0.00004754987,0.002939016,0.0003606051,0.00005854493,0.00001851362,0.0003750397,0.00001262833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957112,0.0003028899,0.00009477593,0.002302646,0.00002216787,0.00004003112,0.0002143305,0.000008718201,0.001303178],"genre_scores_gemma":[0.9991142,0.0001341176,0.0001686501,0.0002953506,0.000009137349,0.000006685646,0.00007465397,0.000002695579,0.0001943199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.947408,"threshold_uncertainty_score":0.2301652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544315120663939,"score_gpt":0.2450814162736851,"score_spread":0.2375371011530211,"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."}}