{"id":"W2620194898","doi":"10.1093/jac/dkx156","title":"A novel GoldNano Carb test for rapid phenotypic detection of carbapenemases, particularly OXA type, in Enterobacteriaceae, Pseudomonas aeruginosa and Acinetobacter spp.","year":2017,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Khon Kaen University; Singapore General Hospital","keywords":"Imipenem; Acinetobacter; Microbiology; Enterobacter; Pseudomonas aeruginosa; Imipenem/cilastatin; Enterobacteriaceae; Biology; Cilastatin; Acinetobacter calcoaceticus; Pseudomonas; Bacteria; Chemistry; Antibiotics; Escherichia coli; Antibiotic resistance; Biochemistry; Gene","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":[0.001073817,0.001178922,0.00070526,0.001447133,0.0002528888,0.0005232958,0.001032434,0.001786244,0.001578884],"category_scores_gemma":[0.001296346,0.0004583714,0.0005247596,0.0005486601,0.0006148794,0.0006074231,0.0009145217,0.0007033709,0.0006421088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005119148,"about_ca_system_score_gemma":0.000406075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009594543,"about_ca_topic_score_gemma":0.002759481,"domain_scores_codex":[0.9973048,0.0005240145,0.0001339923,0.0005695157,0.001357153,0.0001105145],"domain_scores_gemma":[0.9990512,0.0002182677,0.000202428,0.00008028595,0.0003105605,0.00013724],"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":[0.0002535125,0.0002378997,0.006645339,0.0003603703,0.00004953313,0.0001910989,0.00003743924,0.0002001042,0.9685493,0.00009946618,0.0003973513,0.0229786],"study_design_scores_gemma":[0.0001533941,0.003322097,0.03528672,0.00008512293,0.000128866,0.006871146,0.0001028647,0.009397311,0.9366043,0.000151335,0.007798323,0.00009858953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927695,0.01325042,0.1762844,0.0007974878,0.0007568288,0.001444582,0.001672948,0.002063008,0.0109608],"genre_scores_gemma":[0.7541946,0.002445764,0.2308012,0.0008332681,0.0001222443,0.00069664,0.001984978,0.00005249769,0.008868816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786244,"threshold_uncertainty_score":0.005679011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062691560170941,"score_gpt":0.2473120964491331,"score_spread":0.2366851808474237,"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."}}