{"id":"W4412391266","doi":"10.1038/s41598-025-96073-9","title":"Molecular characterization of multidrug-resistant and extended-spectrum beta-lactamase (ESBL)-producing Escherichia coli isolated from Sonali chicken meat in Bangladesh","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Sylhet Agricultural University Research System; Wildlife Preservation Society of Australia","keywords":"Beta-lactamase; Multiple drug resistance; Escherichia coli; Microbiology; BETA (programming language); Biology; Drug resistance; Gene; Genetics; Computer science","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":[0.0001502793,0.0003812688,0.0002807967,0.0007828313,0.0002332203,0.0004859917,0.0002110633,0.0004246473,0.0007906996],"category_scores_gemma":[0.0004745221,0.0002083725,0.0002278249,0.0007496547,0.0002100104,0.0003344609,0.0002015179,0.000234702,0.0004946848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362948,"about_ca_system_score_gemma":0.0002080245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00625062,"about_ca_topic_score_gemma":0.00708483,"domain_scores_codex":[0.9997297,0.00002663616,0.00006196265,0.00006900453,0.00007334958,0.00003942152],"domain_scores_gemma":[0.9995783,0.00006793661,0.0001245522,0.00001830736,0.0001542844,0.00005663014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003289856,0.0001776387,0.3194188,0.0002759389,0.00003806781,0.00189454,0.001547509,0.0001341423,0.6672598,0.00004381424,0.0001433783,0.008737485],"study_design_scores_gemma":[0.00001779626,0.0007801759,0.9485103,0.00004151807,0.00006334065,0.004126329,0.00450766,0.0003082521,0.03865816,0.00002189341,0.002938999,0.00002557905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982159,0.0002921639,0.0001796916,0.00003826342,0.000006030497,0.00002419998,0.0007076634,0.000002858614,0.000533196],"genre_scores_gemma":[0.9946007,0.0007745436,0.000758628,0.00006010058,0.000009082315,0.00003139622,0.002235095,0.000004542975,0.00152595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00625062,"threshold_uncertainty_score":0.01242846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005773059273676454,"score_gpt":0.228418191853432,"score_spread":0.2226451325797555,"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."}}