{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009088871,0.0004020988,0.0003935,0.0004020733,0.0001271059,0.0005270042,0.0002993605,0.0003110654,0.0007790045],"category_scores_gemma":[0.00111576,0.0001613306,0.0005106034,0.000438489,0.0002247333,0.0003748642,0.0002937557,0.0003054776,0.0002011629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206958,"about_ca_system_score_gemma":0.0002389744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068562,"about_ca_topic_score_gemma":0.00339207,"domain_scores_codex":[0.9991597,0.0002231031,0.0001796977,0.0001863263,0.000150886,0.0001002452],"domain_scores_gemma":[0.9988789,0.0002010407,0.0003201968,0.0001502615,0.0003510153,0.00009858019],"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":[0.002749621,0.0007132757,0.217988,0.0003454337,0.0002743235,0.000278748,0.0002404292,0.001087262,0.7611787,0.00008579121,0.0005549103,0.01450357],"study_design_scores_gemma":[0.00008451811,0.01362126,0.47794,0.00005226458,0.0002802502,0.001778676,0.00040685,0.001845763,0.4998287,0.00005275976,0.004076215,0.00003286589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974768,0.0009468258,0.000213702,0.00003621154,0.000009422241,0.00002514532,0.0007085388,0.000005649235,0.0005777352],"genre_scores_gemma":[0.9958325,0.000414726,0.0007249482,0.00005532249,0.0000193693,0.0000182862,0.002542263,0.00000430487,0.0003883445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003068562,"threshold_uncertainty_score":0.006101429,"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."}}