{"id":"W239234823","doi":"10.1155/2013/182615","title":"Antimicrobial Resistance in Community‐Acquired <i>Escherichia coli</i> Isolated from Urinary Infection: Good News or Bad?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Urinary system; Genitourinary system; Medicine; Antimicrobial; Internal medicine; Immunology; Physiology; Biology; Microbiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000232708,0.0002471828,0.0006014487,0.0005059285,0.00026716,0.00005370182,0.0001549916,0.0002963089,0.002174241],"category_scores_gemma":[0.0004893789,0.0002043843,0.0001456115,0.0004367566,0.00043343,0.0002002051,0.00005341921,0.0007698173,0.00003740078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699787,"about_ca_system_score_gemma":0.001547737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06293065,"about_ca_topic_score_gemma":0.1303427,"domain_scores_codex":[0.9981264,0.0004181641,0.0006960524,0.0002087509,0.00008624917,0.0004643241],"domain_scores_gemma":[0.9977341,0.0002453358,0.0002523145,0.0002620318,0.0002116874,0.001294505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008133388,0.0033839,0.942118,0.0002990019,0.0006596564,0.003321677,0.0005407485,0.00000943396,0.006324105,0.00008647363,0.03903553,0.003408129],"study_design_scores_gemma":[0.008209949,0.005735373,0.8684297,0.001293643,0.0004677737,0.005526557,0.0002404663,0.00002182556,0.00008150016,0.0004456637,0.1090625,0.0004850854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992555,0.001505942,0.0001189672,0.003312298,0.0008327458,0.0004234137,0.00005575943,0.00003118385,0.001164644],"genre_scores_gemma":[0.9935739,0.0007021164,0.00009584316,0.004969947,0.0002919412,0.00001760695,0.00005874605,0.00002718242,0.0002627208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0736883,"threshold_uncertainty_score":0.9987379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008312981926721457,"score_gpt":0.2312461013102255,"score_spread":0.222933119383504,"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."}}