{"id":"W4283592953","doi":"10.1128/spectrum.01724-22","title":"<i>In Vitro</i> Activity of Cefiderocol against Extensively Drug-Resistant Pseudomonas aeruginosa: CANWARD, 2007 to 2019","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"Shionogi","keywords":"Pseudomonas aeruginosa; Biology; Microbiology; In vitro; Computational biology; Bacteria; 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":[0.000337817,0.0003058507,0.0004880117,0.0001565374,0.0001429907,0.0000102122,0.0005189437,0.0001506595,0.0001374711],"category_scores_gemma":[0.00004636887,0.0003308078,0.0001621671,0.0002503296,0.0001990723,0.000005957568,0.0005774527,0.000279276,0.00003227175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525194,"about_ca_system_score_gemma":0.0002173572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003627961,"about_ca_topic_score_gemma":0.0004044297,"domain_scores_codex":[0.9977807,0.0002750158,0.0004237681,0.0007675831,0.00009396805,0.0006589979],"domain_scores_gemma":[0.9989461,0.00003391887,0.000230499,0.0006369568,0.00005600824,0.00009651466],"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":[0.001647313,0.0001745397,0.001243181,0.00001740909,0.00005700392,0.00004788931,0.00005080415,0.000106149,0.9535754,0.00003205736,0.04296168,0.00008657904],"study_design_scores_gemma":[0.0007780584,0.0002696934,0.004707197,0.000009627132,0.00001265734,0.00005714941,0.0001152453,0.000002294913,0.9084615,0.00002662437,0.08521851,0.0003414466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949628,0.0004771277,0.00008340616,0.001665414,0.0006746574,0.0007070493,0.0008003348,0.00001488162,0.0006143348],"genre_scores_gemma":[0.9949129,0.00006006149,0.0005850932,0.0018228,0.0001404551,0.00004787777,0.0002554459,0.00004248407,0.002132847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0451139,"threshold_uncertainty_score":0.9999144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004541095500517936,"score_gpt":0.2202230960116864,"score_spread":0.2156820005111685,"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."}}