{"id":"W4414994583","doi":"10.1186/s12866-025-04398-2","title":"High prevalence of MDR and XDR Escherichia coli in hospital wastewater from Shiraz, Iran: ESBL and carbapenemase production","year":2025,"lang":"en","type":"article","venue":"BMC Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Meropenem; Escherichia coli; Imipenem; Antibiotic resistance; Ampicillin; Antimicrobial; Carbapenem; Genotype","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":[0.0003932542,0.0004211467,0.0003821022,0.001016601,0.0003770291,0.0007583292,0.000225523,0.0004844871,0.001023605],"category_scores_gemma":[0.0007601854,0.0002123971,0.0002685591,0.0009196475,0.0002800619,0.0003478146,0.0003727278,0.0002231373,0.0001712661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195241,"about_ca_system_score_gemma":0.0004104675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349937,"about_ca_topic_score_gemma":0.003357314,"domain_scores_codex":[0.9991797,0.000113076,0.0001109944,0.0001667619,0.0002822453,0.0001471709],"domain_scores_gemma":[0.9992921,0.00009863734,0.0003024131,0.00002849514,0.000203529,0.00007467781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580853,0.0002085914,0.95474,0.0001694519,0.00005843726,0.001040538,0.000552833,0.00006701961,0.03004804,0.00002205411,0.0002352176,0.01269977],"study_design_scores_gemma":[0.000008168305,0.0001846765,0.9936155,0.00001173026,0.00003167522,0.001442376,0.001040049,0.00008144342,0.003160347,0.00002158197,0.0003941152,0.00000827954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993721,0.000204492,0.000079334,0.00004070397,0.000005707077,0.000009274,0.00009704005,0.00000426529,0.0001872118],"genre_scores_gemma":[0.9993359,0.0001446931,0.0001659596,0.00003265115,0.00001515564,0.000006612608,0.0001734208,0.000001184419,0.0001243888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003349937,"threshold_uncertainty_score":0.006660879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005057532996507536,"score_gpt":0.2136484071325874,"score_spread":0.2085908741360798,"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."}}