{"id":"W4385447408","doi":"10.1017/ash.2023.176","title":"Antibiotic Selection and Duration for Catheter-Associated Urinary Tract Infection in Non-Hospitalized Older Adults: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Ottawa Hospital; Health Sciences Centre; University of Calgary; Institute for Clinical Evaluative Sciences; Sinai Health System; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Nitrofurantoin; Internal medicine; Urinary system; Antibiotics; Cohort; Population; Cohort study; Relative risk; Antibiotic resistance; Confidence interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003350393,0.000343404,0.001000803,0.0008696049,0.0003391425,0.00001652061,0.0000615385,0.0003985907,0.00001253861],"category_scores_gemma":[0.001524024,0.0003559995,0.0001829886,0.00107986,0.00004444518,0.0001835032,0.00003942507,0.0004324983,0.00001753024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007223588,"about_ca_system_score_gemma":0.0001354924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339683,"about_ca_topic_score_gemma":0.003964338,"domain_scores_codex":[0.9960139,0.001027518,0.001243986,0.0008584954,0.0001459407,0.0007101003],"domain_scores_gemma":[0.9979527,0.0008598184,0.0005017451,0.0002951162,0.0002372563,0.0001533821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006214853,0.01245139,0.9846688,0.0006999007,0.0001144719,0.00002850717,0.0002761838,0.0003545917,0.00003235855,0.00001886035,0.0002895633,0.0004439185],"study_design_scores_gemma":[0.004420934,0.01839017,0.9687073,0.000435075,0.0001745113,0.00006439452,0.00007080826,0.0073551,0.0000307663,0.00004740692,0.00003418677,0.0002693009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866808,0.00003699858,0.0004107165,0.004703734,0.0006238432,0.00711891,0.0000290853,0.0003809934,0.0000149315],"genre_scores_gemma":[0.9967358,0.0001832141,0.0002718369,0.0009890969,0.000151412,0.0004134016,0.00114375,0.00006422802,0.0000472851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01943249,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753162458315419,"score_gpt":0.3457690679105936,"score_spread":0.3182374433274395,"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."}}