{"id":"W4200173326","doi":"10.1016/j.diagmicrobio.2021.115614","title":"Evaluation of Revogene® Carba C assay for the rapid detection of carbapenemase genes in gram-negative pathogens","year":2021,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"GenePOC","keywords":"Gram; Microbiology; Biology; Predictive value; Gram-negative bacterial infections; Gene; Bacteria; Antibiotics; Medicine; Genetics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002906417,0.001429625,0.001003514,0.001919329,0.0003876339,0.001445139,0.001458143,0.002150027,0.001499493],"category_scores_gemma":[0.004378273,0.0006346739,0.0008133964,0.0008605067,0.0009395768,0.0007322985,0.0007176162,0.001006555,0.001074465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571924,"about_ca_system_score_gemma":0.000809796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770735,"about_ca_topic_score_gemma":0.002257121,"domain_scores_codex":[0.9921476,0.002290908,0.000432407,0.001523774,0.003206106,0.000399132],"domain_scores_gemma":[0.9959629,0.001965119,0.0004409149,0.0002109604,0.00113006,0.0002900155],"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":[0.003067969,0.0007830276,0.02149281,0.0004895807,0.00013406,0.0005895856,0.0002795957,0.0005500778,0.9465104,0.0002984085,0.0005291782,0.02527527],"study_design_scores_gemma":[0.0002417708,0.005817688,0.02961647,0.0001354455,0.0003907854,0.005788517,0.0002585241,0.01089976,0.9413028,0.0001720612,0.005247596,0.0001285052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481902,0.008937032,0.03213263,0.0009722112,0.0004303348,0.0006175291,0.00204911,0.001235693,0.005435267],"genre_scores_gemma":[0.9549637,0.001979546,0.03722824,0.0005850268,0.00009929718,0.000210819,0.001597382,0.0001148028,0.003221114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002906417,"threshold_uncertainty_score":0.01537079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614119375217572,"score_gpt":0.263228035321239,"score_spread":0.2470868415690632,"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."}}