{"id":"W4407799605","doi":"10.2147/idr.s488794","title":"Genomic Characterization and Antimicrobial Resistance of ESBL-Producing, Escherichia coli Isolates in Suzhou, China","year":2025,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Escherichia coli; Antibiotic resistance; Antimicrobial; Microbiology; Biology; China; Biotechnology; Genetics; Gene; Antibiotics; Geography","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":[0.0003780512,0.0004573499,0.0003347168,0.001778691,0.000707844,0.0003609314,0.0002549566,0.0003446824,0.0003700351],"category_scores_gemma":[0.0006834731,0.0002393749,0.0003085271,0.002330244,0.0003680526,0.0002261537,0.0003513408,0.0001627788,0.00007506924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007691826,"about_ca_system_score_gemma":0.001248587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03665864,"about_ca_topic_score_gemma":0.05524344,"domain_scores_codex":[0.999571,0.00004227362,0.0000621142,0.0001096755,0.0001399544,0.00007490939],"domain_scores_gemma":[0.9994999,0.00006620454,0.0001595564,0.00003211595,0.0001511514,0.0000909673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569135,0.00006196911,0.9547098,0.0001301142,0.00006569606,0.0008569604,0.001406723,0.0003023875,0.03302587,0.00005163221,0.0002382366,0.008993884],"study_design_scores_gemma":[0.000004568536,0.00005909473,0.9977371,0.000005358399,0.00002437105,0.0002557011,0.0003054469,0.0002409691,0.0009423451,0.0000099466,0.0004116177,0.000003582494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992067,0.0001508696,0.0001406749,0.00003241209,0.000002548555,0.00001373556,0.0003370904,0.00000277342,0.0001133323],"genre_scores_gemma":[0.9972495,0.0002273181,0.0004363265,0.00005782887,0.000008686859,0.00002507939,0.001662678,0.000002306603,0.0003302472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665864,"threshold_uncertainty_score":0.07289052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003387689845674705,"score_gpt":0.2204599719225039,"score_spread":0.2170722820768292,"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."}}