{"id":"W4232087466","doi":"10.2174/1381612811306020257","title":"Enterobacteriaceae that Produce Extended-spectrum β -lactamases and AmpC β -lactamases in the Community: The Tip of the Iceberg?","year":2012,"lang":"en","type":"article","venue":"Current Pharmaceutical Design","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Antibiotics; Microbiology; Urinary system; Enterobacteriaceae; Cephalosporin; Antibiotic resistance; Sepsis; Escherichia coli; Biology; Medicine; Intensive care medicine; Immunology; Internal medicine; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385109,0.000238705,0.000193189,0.00002469285,0.000229942,0.00006218466,0.0007499355,0.00008226024,0.00002861134],"category_scores_gemma":[0.00028331,0.000120807,0.00008749408,0.0001592748,0.0006112928,0.0000211716,0.0003176421,0.0004860545,0.000004241891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001926555,"about_ca_system_score_gemma":0.00005030177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007169581,"about_ca_topic_score_gemma":0.000008990349,"domain_scores_codex":[0.99706,0.001745528,0.0002847479,0.0002264313,0.000234997,0.0004482901],"domain_scores_gemma":[0.9986216,0.0003335541,0.000146415,0.0007807582,0.000034301,0.00008331534],"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":[0.001199133,0.002560767,0.4547093,0.0004236201,0.000196201,0.000002569488,0.002021574,0.000008437663,0.5130471,0.002219275,0.008600503,0.01501153],"study_design_scores_gemma":[0.0009244409,0.0001891422,0.5455534,0.0001620992,0.0001526147,0.00006218335,0.0007959516,0.00004983707,0.3860232,0.0002512171,0.06549893,0.0003368892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921116,0.004785273,0.0005951232,0.0009721632,0.0005644732,0.0007437107,0.0000233069,0.000009047293,0.000195363],"genre_scores_gemma":[0.9979438,0.001296564,0.00006216153,0.0003751953,0.0002188194,0.00002851471,0.00001827095,0.00002040355,0.00003631677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270239,"threshold_uncertainty_score":0.4926368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09696344487743365,"score_gpt":0.3458871939612582,"score_spread":0.2489237490838245,"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."}}