{"id":"W4378783449","doi":"10.1089/mdr.2022.0279","title":"<i>In Vitro</i> Activity of Cefiderocol Against Meropenem-Nonsusceptible Gram-Negative Bacilli with Defined β-Lactamase Carriage: SIDERO-WT Surveillance Studies, 2014–2019","year":2023,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Acinetobacter baumannii; Microbiology; Meropenem; Pseudomonas aeruginosa; Biology; Cephalosporin; Bacilli; Antibiotics; Bacteria; Antibiotic resistance; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005932052,0.0004969008,0.0007879569,0.0001399617,0.0001701895,0.00004841531,0.0005112858,0.0001962906,0.00001843082],"category_scores_gemma":[0.0003313535,0.0004607501,0.0001608838,0.0007161016,0.0005542636,0.00003239404,0.0002550587,0.0002540336,0.00004613509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420292,"about_ca_system_score_gemma":0.0002820475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980178,"about_ca_topic_score_gemma":0.007906237,"domain_scores_codex":[0.9969878,0.0003750474,0.0005817332,0.001000658,0.0003047248,0.0007500588],"domain_scores_gemma":[0.9979524,0.0001949988,0.0004576111,0.0009482998,0.0003284726,0.0001182376],"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":[0.002871857,0.0001069794,0.002004386,0.0002607826,0.000156736,0.00005870001,0.0001871144,0.0001062636,0.931802,0.00001828374,0.06229331,0.0001335579],"study_design_scores_gemma":[0.002268629,0.00008752696,0.007150635,0.0002113386,0.00002306267,0.000004018601,0.0003209806,0.000005694393,0.9777443,0.0000491542,0.01152501,0.0006095977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956314,0.00112771,0.000069175,0.0006833204,0.00029716,0.0009707842,0.0005580846,0.00004789941,0.0006144868],"genre_scores_gemma":[0.9894531,0.001587278,0.001978811,0.0001957562,0.0001238169,0.00005404429,0.0002044078,0.00008587859,0.006316844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0507683,"threshold_uncertainty_score":0.9997844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913253601514191,"score_gpt":0.2500681734418328,"score_spread":0.2409356374266909,"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."}}