{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005881789,0.0002327483,0.0001435196,0.0007058067,0.0005485033,0.0007418137,0.000342159,0.0002386691,0.001335207],"category_scores_gemma":[0.001159122,0.0002315318,0.0002511609,0.0006916245,0.0002353431,0.0002576765,0.0004023042,0.0003407222,0.0001033225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385465,"about_ca_system_score_gemma":0.001008044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3033536,"about_ca_topic_score_gemma":0.3211486,"domain_scores_codex":[0.9997219,0.00006499483,0.00002069679,0.00009414123,0.00005124871,0.00004697655],"domain_scores_gemma":[0.9989086,0.0001756369,0.0004938068,0.00004321268,0.0001913958,0.0001873057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002756248,0.00002434035,0.9977878,0.00001441755,0.00002394213,0.00002748499,0.000116906,0.0002307087,0.00008913473,0.00001831802,0.0002689883,0.001370426],"study_design_scores_gemma":[0.00000628801,0.00003124761,0.9984181,0.0000292944,0.00002200379,0.00004823303,0.0003856808,0.0005692336,0.00003151907,0.00002052826,0.0004346069,0.000003167218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979055,0.0003984446,0.0001389843,0.00008690481,0.000005508411,0.00001037073,0.0007099271,0.000009509133,0.000734941],"genre_scores_gemma":[0.9987185,0.0002180854,0.0001602683,0.00003084334,0.000008853248,0.000007128269,0.0006435002,0.000001627313,0.0002113629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033536,"threshold_uncertainty_score":0.6031758,"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."}}