{"id":"W3131064596","doi":"10.1093/cid/ciab116","title":"The Benefits and Harms of Antibiotic Prophylaxis for Urinary Tract Infection in Older Adults","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Hotel Dieu Shaver Health and Rehabilitation Centre; Ottawa Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Antibiotic prophylaxis; Urinary system; Antibiotics; Sepsis; Internal medicine; Antibiotic resistance; Confidence interval; Adverse effect; Propensity score matching; Cohort study; Bacteremia; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003068712,0.0002890818,0.0003803779,0.0007259207,0.0002506595,0.0005352505,0.0002337662,0.0005453536,0.00069459],"category_scores_gemma":[0.0124825,0.0001668161,0.0008910911,0.0005967782,0.0004625864,0.0005247559,0.0005360035,0.0004737531,0.00006327003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846282,"about_ca_system_score_gemma":0.0004546263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585614,"about_ca_topic_score_gemma":0.00196278,"domain_scores_codex":[0.9983383,0.0008177785,0.0001944051,0.0001455394,0.0003759243,0.0001279441],"domain_scores_gemma":[0.9927071,0.002531102,0.003701556,0.0002898118,0.0003240471,0.0004464253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008120048,0.0000943142,0.9854605,0.0001537606,0.0006484485,0.0000547325,0.00004385391,0.0002064391,0.0001492604,0.0001217082,0.0001304903,0.01212463],"study_design_scores_gemma":[0.00005306954,0.0006525107,0.9972181,0.000109829,0.0004175731,0.0002377532,0.00007977294,0.0004527937,0.00009486371,0.0003342685,0.0003438932,0.00000556646],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.992623,0.005599487,0.0002102746,0.0006545921,0.00002454717,0.00001791892,0.0002553438,0.000003604209,0.0006113162],"genre_scores_gemma":[0.9985084,0.001104393,0.0001213163,0.0001049076,0.00004677161,0.000006400848,0.0000794495,4.923295e-7,0.00002783912],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003068712,"threshold_uncertainty_score":0.01622909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295721788712976,"score_gpt":0.3418421585302876,"score_spread":0.31226997965899,"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."}}