{"id":"W3170922870","doi":"10.1093/jacamr/dlab067","title":"<i>In vitro</i> activity of ceftazidime/avibactam against clinical isolates of Enterobacterales and <i>Pseudomonas aeruginosa</i> from Middle Eastern and African countries: ATLAS global surveillance programme 2015–18","year":2021,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Pfizer","keywords":"Ceftazidime/avibactam; Pseudomonas aeruginosa; Atlas (anatomy); Microbiology; Biology; Ceftazidime; Bacteria","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":[0.001173271,0.0004957006,0.0003054782,0.001236133,0.0001709422,0.0006299534,0.0003627149,0.0002146799,0.0006189827],"category_scores_gemma":[0.001682836,0.0001892331,0.0004035323,0.00118893,0.0002505859,0.0002619654,0.0002591192,0.0002383855,0.0002090642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356384,"about_ca_system_score_gemma":0.0004268621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005211155,"about_ca_topic_score_gemma":0.004164551,"domain_scores_codex":[0.9987217,0.0003219006,0.0002508902,0.0001948575,0.000397867,0.0001128222],"domain_scores_gemma":[0.9982789,0.000150991,0.0008829742,0.0000755205,0.0005208118,0.00009086519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009284327,0.000219565,0.8724153,0.0007363528,0.0002537022,0.0002800902,0.000355157,0.0006574376,0.09773597,0.0001034492,0.001847245,0.0244673],"study_design_scores_gemma":[0.00003060661,0.001489302,0.9081725,0.0001541676,0.000177056,0.001784092,0.00035638,0.0004341582,0.08136119,0.0000320096,0.00598955,0.00001895998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842901,0.004588844,0.0007180361,0.0001472408,0.0000247706,0.00009473933,0.007548525,0.0000423,0.002545498],"genre_scores_gemma":[0.9903002,0.001434665,0.001517638,0.00009779397,0.00002324158,0.00003892387,0.006245449,0.000006639115,0.0003355302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005211155,"threshold_uncertainty_score":0.01036161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505328164791224,"score_gpt":0.2672439012336477,"score_spread":0.2521906195857354,"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."}}