{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518998,0.0001600019,0.0003832613,0.0001209427,0.000152215,0.00003340862,0.00004234866,0.0001196956,0.00002613996],"category_scores_gemma":[0.001740757,0.000122841,0.0002618826,0.0003645817,0.0002054627,0.0001207696,0.00007586207,0.0002423274,0.000006647158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269264,"about_ca_system_score_gemma":0.0001220881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004451077,"about_ca_topic_score_gemma":0.00005821321,"domain_scores_codex":[0.9984491,0.0001372453,0.0006469956,0.0003915303,0.0001442906,0.0002308477],"domain_scores_gemma":[0.9979388,0.001127773,0.0001782783,0.0003646301,0.000237961,0.0001525978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344496,0.01640684,0.9279835,0.000527827,0.0001059161,0.00004991462,0.0000244227,0.00003191887,0.000006972492,0.0001938583,0.0001103497,0.054324],"study_design_scores_gemma":[0.003383724,0.006275595,0.9881316,0.0004210098,0.0002489584,0.00008344548,0.00004134129,0.0001725515,0.0001100491,0.0002007988,0.000806745,0.0001241877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948159,0.002621412,0.00006560828,0.0003618396,0.0005217732,0.001137446,0.00002072869,0.00007934527,0.0003758746],"genre_scores_gemma":[0.9950227,0.004362652,0.00002473336,0.0001345982,0.000183002,0.00008769509,0.00002915546,0.00002446748,0.0001309824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06014806,"threshold_uncertainty_score":0.5009312,"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."}}