{"id":"W4406364995","doi":"10.1002/9781683670438.cmph0072","title":"Extended‐Spectrum Beta‐Lactamase Testing for <i>Enterobacterales</i>","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sulbactam; Tazobactam; Beta-lactamase; Cephalosporin; Broth microdilution; Microbiology; Chemistry; Biology; Antibiotics; Antibiotic resistance; Minimum inhibitory concentration; Escherichia coli; Imipenem; Biochemistry; Gene","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":[0.0006377599,0.0007041059,0.000245779,0.00107577,0.0001862549,0.0007591466,0.0004537788,0.0005322864,0.03631869],"category_scores_gemma":[0.001154043,0.0001450953,0.0002643099,0.0005881635,0.0001976436,0.0004824276,0.0004360321,0.0003350897,0.01832178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610757,"about_ca_system_score_gemma":0.0003108531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006713265,"about_ca_topic_score_gemma":0.001189949,"domain_scores_codex":[0.9994169,0.0001219299,0.00004923237,0.00007619436,0.0002952869,0.00004051162],"domain_scores_gemma":[0.9994088,0.0001939088,0.00007945655,0.00004136798,0.0002334521,0.00004304922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002392679,0.0002150238,0.004438053,0.002490572,0.00001938321,0.002355015,0.0001449402,0.0003962567,0.07581238,0.005046755,0.1351161,0.7737263],"study_design_scores_gemma":[0.00002774223,0.0003441749,0.01246681,0.001713566,0.00002644747,0.006502493,0.0001440305,0.001366382,0.1133713,0.002544766,0.8614508,0.0000414444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03895664,0.0756363,0.08398359,0.00862544,0.002906424,0.0009470889,0.007602097,0.00639664,0.7749457],"genre_scores_gemma":[0.2403537,0.09543788,0.1341595,0.006425533,0.001531397,0.0006476077,0.009220795,0.001903591,0.5103199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03631869,"threshold_uncertainty_score":0.1214981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800429809811783,"score_gpt":0.2755066059332663,"score_spread":0.2575023078351485,"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."}}