{"id":"W2298612547","doi":"10.5489/cuaj.3223","title":"Nosocomial urinary tract infections caused by extended-spectrum beta-lactamase uropathogens: Prevalence, pathogens, risk factors, and strategies for infection control","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beta-lactamase; Medicine; Urinary system; Infection control; BETA (programming language); Internal medicine; Intensive care medicine; Biology; Escherichia coli; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000807604,0.0003283807,0.0003039721,0.0008269335,0.0001931894,0.0006372705,0.000261225,0.0003459032,0.0008243961],"category_scores_gemma":[0.00175317,0.0001467139,0.0001972486,0.0006885985,0.0003433736,0.0005441523,0.0002620287,0.0002247174,0.0001057546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966877,"about_ca_system_score_gemma":0.0004341438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064946,"about_ca_topic_score_gemma":0.001657745,"domain_scores_codex":[0.9994901,0.0001952821,0.00005326476,0.00008424315,0.00009762195,0.00007951882],"domain_scores_gemma":[0.9987491,0.0002635683,0.000694259,0.00003753869,0.0001485202,0.0001070298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000377134,0.00003100232,0.9946267,0.00003269524,0.0000225313,0.0001510706,0.00004006818,0.00006590979,0.0004657794,0.00001326072,0.00002459161,0.004488802],"study_design_scores_gemma":[0.000002701575,0.0001254271,0.9973357,0.00004712212,0.00002303278,0.001412819,0.0002480999,0.0003002759,0.0002376975,0.00004086664,0.000222481,0.000003747057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965562,0.00271304,0.0003087117,0.0001385429,0.00000374927,0.000007873349,0.00007005932,0.00000431296,0.0001975512],"genre_scores_gemma":[0.9982162,0.00119806,0.0003834703,0.00002452227,0.00002418239,0.000004914464,0.00008703756,9.606105e-7,0.00006072834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979351,"threshold_uncertainty_score":0.00427103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006796952156489153,"score_gpt":0.2171393296488467,"score_spread":0.2103423774923576,"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."}}