{"id":"W1852875699","doi":"10.1046/j.1469-0691.2003.00697.x","title":"Evaluation of VITEK 2 for analysis of Enterobacteriaceae using the Advanced Expert System (AES) versus interpretive susceptibility guidelines used at Dynacare Kasper Medical Laboratories, Edmonton, Alberta","year":2003,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Broth microdilution; Enterobacteriaceae; Microbiology; Biology; Antibiotics; Minimum inhibitory concentration; Escherichia coli","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01438566,0.001289001,0.001183786,0.00223904,0.0005333002,0.001558483,0.001339505,0.001091373,0.004096784],"category_scores_gemma":[0.01950871,0.0009144886,0.0009999836,0.0009271539,0.0009903187,0.001102571,0.0008285799,0.001063574,0.001512098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006783669,"about_ca_system_score_gemma":0.0007954161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592345,"about_ca_topic_score_gemma":0.006335882,"domain_scores_codex":[0.9930855,0.002602553,0.001005869,0.0008711508,0.002060372,0.000374471],"domain_scores_gemma":[0.9909134,0.004910234,0.0007029804,0.000506072,0.002575397,0.0003919239],"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":[0.01835646,0.0009403865,0.1262076,0.001500339,0.0007173756,0.002290979,0.002180869,0.001113309,0.6887723,0.001412417,0.003760895,0.152747],"study_design_scores_gemma":[0.0008717003,0.008336366,0.2456173,0.0006210847,0.001643834,0.01209847,0.001483017,0.03730771,0.6730178,0.0007674798,0.01796808,0.0002671867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572186,0.006424189,0.1227175,0.001271433,0.0006429016,0.001133053,0.000635314,0.002228623,0.007728556],"genre_scores_gemma":[0.7837419,0.002925511,0.204351,0.0009302989,0.0001260101,0.000550007,0.001729982,0.0007174375,0.00492787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974077,"threshold_uncertainty_score":0.07607955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696348681461458,"score_gpt":0.4075135203800806,"score_spread":0.350550033565466,"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."}}