{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005618422,0.0002993522,0.0002948458,0.000513526,0.000159391,0.0004476917,0.0003077994,0.0003314107,0.004465064],"category_scores_gemma":[0.0007852599,0.0001033976,0.0002815131,0.0005962299,0.0001948321,0.0002295789,0.0002369387,0.0004769844,0.0009993074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752484,"about_ca_system_score_gemma":0.0004305813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898965,"about_ca_topic_score_gemma":0.0121051,"domain_scores_codex":[0.9996069,0.00007985658,0.0000528661,0.00005403655,0.0001233015,0.00008302155],"domain_scores_gemma":[0.9992424,0.0002039251,0.00007645158,0.0001035883,0.0003083144,0.00006531192],"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":[0.003993334,0.0009248405,0.01741849,0.0003107281,0.00009914594,0.0003787835,0.0001705601,0.0004449184,0.9206479,0.0002047566,0.004166963,0.05123949],"study_design_scores_gemma":[0.0001055498,0.005672419,0.04387746,0.00004016673,0.00007418929,0.000446157,0.00008880176,0.0002833676,0.9360108,0.00004947477,0.01333578,0.00001582158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677518,0.01281417,0.001345405,0.0006605395,0.0001537712,0.0001567039,0.003138426,0.00007282741,0.01390646],"genre_scores_gemma":[0.9653223,0.006054382,0.003179734,0.0003953395,0.00008898206,0.0000540236,0.0125713,0.00004925899,0.01228478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005898965,"threshold_uncertainty_score":0.01493716,"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."}}