{"id":"W2123700211","doi":"10.1016/j.juro.2012.12.063","title":"A Prospective Study Examining the Incidence of Bacteriuria and Urinary Tract Infection After Shock Wave Lithotripsy with Targeted Antibiotic Prophylaxis","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Urinary system; Extracorporeal shock wave lithotripsy; Bacteriuria; Urinalysis; Asymptomatic; Prospective cohort study; Nitrofurantoin; Guideline; Incidence (geometry); Internal medicine; Lithotripsy; Surgery; Antibiotics; Urology; Ciprofloxacin; Pathology","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":[0.001724826,0.0004967663,0.0006599901,0.0007538681,0.0005631525,0.0008040793,0.0004329525,0.0008268956,0.00187713],"category_scores_gemma":[0.006140099,0.0006398375,0.0008384627,0.001250439,0.0004221918,0.001003914,0.0005312818,0.0009064309,0.0003822014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386488,"about_ca_system_score_gemma":0.0007083846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023662,"about_ca_topic_score_gemma":0.00199931,"domain_scores_codex":[0.9985039,0.0004939559,0.0001831485,0.0003069004,0.0002611761,0.0002508718],"domain_scores_gemma":[0.994011,0.00125894,0.002828681,0.0003795353,0.0005567304,0.0009650527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005553006,0.0001946119,0.9983961,0.00001058101,0.00005394444,0.0001006466,0.00008129172,0.00001618054,0.0001580609,0.0000038778,0.00002406536,0.0004053426],"study_design_scores_gemma":[0.00005752069,0.002434662,0.996721,0.000007431697,0.00004390712,0.0003516159,0.0001507634,0.00008479712,0.00005532993,0.000006230633,0.00008072006,0.000006119604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996153,0.0001399117,0.00004557668,0.00001306357,0.000003629878,0.00001947859,0.00006756681,0.000001462263,0.00009412284],"genre_scores_gemma":[0.9996196,0.00006156803,0.00006181165,0.0000271637,0.00001020724,0.00001835735,0.0001308887,0.000001354823,0.00006895082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023662,"threshold_uncertainty_score":0.009121835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177891130650259,"score_gpt":0.264060307679507,"score_spread":0.2462711946144811,"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."}}