{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003349644,0.0003544043,0.0008334772,0.00003091021,0.00005593788,0.00006930123,0.0002684034,0.0003043249,0.000007912952],"category_scores_gemma":[0.0002773248,0.0003681692,0.0001741923,0.0001927873,0.0007721212,0.00003326103,0.0002632582,0.0001681608,0.000001772147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352935,"about_ca_system_score_gemma":0.0002135411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210232,"about_ca_topic_score_gemma":0.001963597,"domain_scores_codex":[0.9973167,0.0003230601,0.0008249172,0.0008760154,0.0001790597,0.0004802726],"domain_scores_gemma":[0.9982508,0.000182649,0.0005793525,0.0006007545,0.0002421456,0.0001442429],"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":[0.002144243,0.0002344078,0.2713352,0.0001799289,0.0001074617,0.00002003532,0.00003946569,7.614859e-7,0.7244642,0.00001075584,0.001034277,0.0004292833],"study_design_scores_gemma":[0.002581904,0.0001328095,0.1994205,0.0005002437,0.0000481343,0.00001448759,0.0000772752,0.00001486842,0.7803295,0.00004150671,0.01632666,0.0005121052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949257,0.002531344,0.0001268045,0.0004332434,0.0002603608,0.0002815697,0.001152183,0.00001121528,0.0002776046],"genre_scores_gemma":[0.9909562,0.004418004,0.003735363,0.0002181871,0.0001222465,0.00000434275,0.0001755174,0.00002991183,0.0003401769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07191469,"threshold_uncertainty_score":0.999877,"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."}}