{"id":"W2129853049","doi":"10.1128/jcm.41.8.3933-3935.2003","title":"Modification of the Double-Disk Test for Detection of <i>Enterobacteriaceae</i> Producing Extended-Spectrum and AmpC β-Lactamases","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Medical Research Council","keywords":"Citrobacter freundii; Enterobacteriaceae; Enterobacter aerogenes; Serratia marcescens; Enterobacter cloacae; Microbiology; Enterobacter; Citrobacter; Serratia; Biology; Enterobacteriaceae Infections; Bacilli; Bacteria; Escherichia coli; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009141422,0.0001014925,0.0003631896,0.00003048909,0.0000354922,0.000006418459,0.0001668953,0.0001911333,0.00000370667],"category_scores_gemma":[0.001327045,0.00006836776,0.000211953,0.00005394483,0.0002950006,0.000006566479,0.00003828282,0.0001207572,1.725062e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007619585,"about_ca_system_score_gemma":0.00009138801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002129088,"about_ca_topic_score_gemma":0.00001645658,"domain_scores_codex":[0.998434,0.0001746797,0.001034408,0.0001966338,0.00003066926,0.0001296023],"domain_scores_gemma":[0.9979716,0.0001856829,0.001337688,0.0002598127,0.0002090652,0.00003614881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007630708,0.0001644703,0.05388999,0.00004133917,0.00006069342,1.27007e-7,0.000009193801,0.000003842114,0.9444269,0.00005413088,0.00008569792,0.0005005528],"study_design_scores_gemma":[0.001517458,0.001156053,0.09478603,0.00005702036,0.00006074039,0.0001218015,0.00003021813,0.000001764608,0.8951262,0.0001552647,0.006915438,0.000072061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965916,0.0003486665,0.002068749,0.0001529388,0.0005737581,0.0002069474,0.00002637107,0.000001218188,0.00002981148],"genre_scores_gemma":[0.9981424,0.0003718615,0.00121767,0.00004834113,0.0001524512,0.000001342393,0.000005384809,0.00001066999,0.0000498443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04930074,"threshold_uncertainty_score":0.2787956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762010155092934,"score_gpt":0.3197172584767892,"score_spread":0.2920971569258598,"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."}}