{"id":"W1963752619","doi":"10.1007/s11908-011-0212-x","title":"Update in Adult Urinary Tract Infection","year":2011,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"","keywords":"Urinary system; Klebsiella pneumoniae; Antimicrobial; Antibiotic resistance; Medicine; Intensive care medicine; Drug resistance; Infection control; Immunology; Escherichia coli; Antibiotics; Microbiology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003483575,0.0003298094,0.0003541287,0.0007412662,0.0001142225,0.00002955045,0.00004343755,0.00009413997,0.0008221031],"category_scores_gemma":[0.0003146764,0.0003330905,0.0002846031,0.0006702495,0.00004979649,0.0004109747,0.00008425133,0.000511881,0.0002886904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800315,"about_ca_system_score_gemma":0.0002006921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002822409,"about_ca_topic_score_gemma":0.00002392793,"domain_scores_codex":[0.9976523,0.0000853371,0.0007402253,0.0006250278,0.000409523,0.0004875774],"domain_scores_gemma":[0.9981332,0.00002407301,0.0003625246,0.0007723622,0.0002189799,0.0004888745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001365692,0.02520877,0.9599521,0.0003900174,0.00007918065,0.006809232,0.00008031364,0.00002491471,0.000005023925,0.0002600592,0.001090045,0.005963763],"study_design_scores_gemma":[0.0008680329,0.0008761477,0.9600397,0.0002862252,0.0003971518,0.003202198,0.000006210849,0.00006299027,0.00005189199,0.001140539,0.03273056,0.0003383927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675075,0.0005198359,0.0002235822,0.0001017478,0.002558313,0.001058691,0.00000394481,0.000572831,0.02745354],"genre_scores_gemma":[0.9976068,0.001245731,0.0000318645,0.0001478396,0.000230077,0.0003423384,0.00006678404,0.00005031288,0.0002782434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03164051,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059869614352949,"score_gpt":0.2936587192204951,"score_spread":0.2630600230769656,"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."}}