{"id":"W2915936351","doi":"10.1017/ice.2019.9","title":"Antimicrobial stewardship in rural nursing homes: Impact of interprofessional education and clinical decision tool implementation on urinary tract infection treatment in a cluster randomized trial","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Alberta Health; Calgary Laboratory Services; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Confidence interval; Randomized controlled trial; Population; Psychological intervention; Infection control; Urinary system; Internal medicine; Cluster (spacecraft); Urine; Emergency medicine; Intensive care medicine; Nursing; Antibiotic resistance; Environmental health; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254388,0.0002606366,0.001301348,0.0007340331,0.00004792879,0.00001182096,0.00002372836,0.000255385,0.00006490408],"category_scores_gemma":[0.0007912809,0.0001930418,0.0003870394,0.0001795467,0.0001453073,0.0002726201,0.00002118985,0.0003327759,0.000008325523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617982,"about_ca_system_score_gemma":0.0002627723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075858,"about_ca_topic_score_gemma":0.0001898525,"domain_scores_codex":[0.9964112,0.001403066,0.001424309,0.0004002724,0.00009441849,0.0002667464],"domain_scores_gemma":[0.9960978,0.003075495,0.0005031149,0.00017874,0.00006196272,0.00008286753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2623599,0.008349332,0.6569732,0.00002719122,0.00013301,0.000002221697,0.0001027685,0.0001487317,0.00002267162,0.0001098224,0.00002901957,0.07174217],"study_design_scores_gemma":[0.3214671,0.02075591,0.654725,0.000369624,0.0001403886,0.00006922052,0.00004196409,0.001757712,0.000002111656,0.000547789,0.00001280209,0.0001103721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920847,0.000129966,0.0006350685,0.0007631608,0.001697193,0.004498355,0.000006928075,0.00002707488,0.0001575823],"genre_scores_gemma":[0.9983129,0.0007240893,0.0001911908,0.0001915091,0.0002289017,0.0002460581,0.00006132335,0.00001581749,0.00002820838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0716318,"threshold_uncertainty_score":0.7872015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203054175019046,"score_gpt":0.4242347098374307,"score_spread":0.403929292335526,"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."}}