{"id":"W4415474158","doi":"10.1128/mbio.01428-25","title":"Zoonotic <i>Escherichia coli</i> and urinary tract infections in Southern California","year":2025,"lang":"en","type":"article","venue":"mBio","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"National Institute of Allergy and Infectious Diseases; Wellcome Trust","keywords":"Antibiotic resistance; Antimicrobial; Antibiotics; Epidemiology; Urinary system; Zoonosis; Transmission (telecommunications)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001340314,0.0001124645,0.0001667389,0.0002596685,0.00008129512,0.00001974734,0.00003487376,0.00006507733,0.0001403084],"category_scores_gemma":[0.00004050894,0.0001102514,0.00004383921,0.0004333767,0.00005003231,0.00004567872,0.00004792718,0.0002320744,0.0002247484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055635,"about_ca_system_score_gemma":0.00005596271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003495972,"about_ca_topic_score_gemma":0.00008552174,"domain_scores_codex":[0.9993391,0.00003387858,0.0001882754,0.000195711,0.00007068875,0.0001723166],"domain_scores_gemma":[0.9996345,0.00004901256,0.00002849697,0.0002100659,0.00002112527,0.00005679209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001197032,0.01542359,0.975689,0.0002822558,0.0001349931,0.0002525643,0.0004292196,0.00007141608,0.001048688,0.0006789323,0.002254908,0.003614727],"study_design_scores_gemma":[0.003720396,0.002831144,0.7287923,0.0003152661,0.0003632181,0.0002295072,0.0008807441,0.0008861859,0.0002046266,0.0006835196,0.2607641,0.0003290992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641656,0.0002159646,0.0002845979,0.001789249,0.0001363297,0.000388403,0.00001251454,0.0001030745,0.03290427],"genre_scores_gemma":[0.9932129,0.00004426989,0.0001920392,0.0008502353,0.00003356508,0.00005679269,0.00001050853,0.00001241314,0.005587322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585092,"threshold_uncertainty_score":0.449592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023053852745333,"score_gpt":0.2533617400932426,"score_spread":0.2431312015657893,"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."}}