{"id":"W4403888233","doi":"10.1136/bmjopen-2024-090665","title":"Risk factors and drug resistance of adult community-onset urinary tract infections caused by <i>Escherichia coli-</i> producing extended-spectrum β-lactamase in the Chongqing region, China: a retrospective case–control study","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leukemia and Lymphoma Society of Canada","keywords":"Medicine; Urinary system; Retrospective cohort study; Drug resistance; Antibiotics; Internal medicine; Urine; Infection control; Beta-lactamase; Cephalosporin; Antibiotic resistance; Levofloxacin; Surgery; Pediatrics; Escherichia coli; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00076463,0.0005215179,0.0004862167,0.001196793,0.0005959104,0.0005214506,0.0005330131,0.0006208553,0.0009374351],"category_scores_gemma":[0.001582757,0.0005990375,0.0004851845,0.001354046,0.0004412933,0.0005474435,0.0003460066,0.0002955587,0.0001013149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006177992,"about_ca_system_score_gemma":0.0005880077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007936158,"about_ca_topic_score_gemma":0.006785184,"domain_scores_codex":[0.9992749,0.0001129109,0.0001051037,0.0002419856,0.0001243101,0.0001407362],"domain_scores_gemma":[0.9986988,0.0001483729,0.0007088378,0.0001027038,0.0001278641,0.0002133922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008073408,0.00003022376,0.9992241,0.000007849796,0.00002253912,0.000154638,0.00004695002,0.00001278537,0.000100861,0.000005305979,0.00001778083,0.0002963247],"study_design_scores_gemma":[0.00001364676,0.0001249105,0.9988453,0.00000450844,0.00002519001,0.0006092977,0.0001457804,0.0000993597,0.00003939585,0.000007006903,0.00008150377,0.000004091829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995883,0.0001662608,0.00004708868,0.000007855945,0.000002104004,0.00001586627,0.00009096069,0.00000107445,0.00008049169],"genre_scores_gemma":[0.9996699,0.00007887574,0.00005811026,0.000009978604,0.000007277029,0.00001346435,0.0001200291,6.485877e-7,0.0000417266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007936158,"threshold_uncertainty_score":0.01577991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386045491479128,"score_gpt":0.3026452846159747,"score_spread":0.2887848297011834,"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."}}