{"id":"W3215098781","doi":"10.5489/cuaj.7697","title":"Recurrent urinary tract infection: Rates and prescription patterns in the antibiotic stewardship era","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Antibiotic Stewardship; Medical prescription; Antibiotics; Urinary system; Stewardship (theology); Antimicrobial stewardship; Intensive care medicine; Medicine; Internal medicine; Microbiology; Antibiotic resistance; Pharmacology; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009349986,0.0001846254,0.000483459,0.001367728,0.00044696,0.001235519,0.0006311183,0.000936691,0.003730573],"category_scores_gemma":[0.00827285,0.0002179058,0.0006229675,0.002235112,0.0002843387,0.00109465,0.0006965891,0.0008013635,0.0003584003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368155,"about_ca_system_score_gemma":0.002016994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08352664,"about_ca_topic_score_gemma":0.09310303,"domain_scores_codex":[0.9987974,0.0001498207,0.0001568032,0.0001855221,0.0003435611,0.0003668857],"domain_scores_gemma":[0.994535,0.0007173599,0.002931568,0.0001510013,0.0006979302,0.0009670917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008952268,0.00003507474,0.9957202,0.00002754424,0.00003716461,0.00005347576,0.0001700127,0.00003183985,0.00006521192,0.00003495913,0.0002901669,0.003444756],"study_design_scores_gemma":[0.000001538889,0.00002835233,0.9992633,0.00001778621,0.00001157938,0.0001388716,0.0002591204,0.0001001307,0.00001778115,0.00001016621,0.0001475509,0.000003771694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994065,0.002295045,0.00005542543,0.0004297458,0.0000137369,0.000006743376,0.001276946,0.00001405094,0.001843332],"genre_scores_gemma":[0.9984661,0.0006289605,0.0000496585,0.00005950468,0.0000203287,0.000003537341,0.0004769988,0.00000670393,0.0002881238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9164734,"threshold_uncertainty_score":0.166081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229061072576209,"score_gpt":0.262770468077185,"score_spread":0.2398643608195641,"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."}}