{"id":"W4283014109","doi":"10.1093/jacamr/dlac060","title":"Carbapenem-resistant Enterobacterales and <i>Pseudomonas aeruginosa</i> causing infection in Africa and the Middle East: a surveillance study from the ATLAS programme (2018–20)","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Pfizer","keywords":"Meropenem; Amikacin; Microbiology; Broth microdilution; Pseudomonas aeruginosa; Ceftazidime/avibactam; Tigecycline; Biology; Ceftazidime; Carbapenem; Colistin; Antimicrobial; Minimum inhibitory concentration; Antibiotic resistance; Antibiotics; 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":[0.0003512338,0.0004885307,0.000245077,0.001288853,0.0004412872,0.0005610291,0.0003252593,0.0002444513,0.0007910053],"category_scores_gemma":[0.0006761283,0.0003308317,0.0002595259,0.001088909,0.0002807014,0.0005122059,0.0005223214,0.0002110249,0.0001847335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005137931,"about_ca_system_score_gemma":0.0004901236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857235,"about_ca_topic_score_gemma":0.01512698,"domain_scores_codex":[0.9997049,0.00005477188,0.00003131959,0.00007561489,0.0000581765,0.000075155],"domain_scores_gemma":[0.9994022,0.00004270052,0.0003008811,0.00002388318,0.00009686509,0.0001336086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005744021,0.00002420646,0.9972248,0.00002006158,0.00001640807,0.0002480396,0.0003903393,0.00001441374,0.0005819845,0.0000126315,0.0001533941,0.001256247],"study_design_scores_gemma":[0.000003983089,0.00008365572,0.9981324,0.000009115121,0.0000101377,0.000509179,0.0007568544,0.00003733968,0.00012342,0.000004205187,0.0003275372,0.00000207265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987967,0.0001099911,0.00003403702,0.00001785505,0.000002280469,0.00001362747,0.0007367182,0.000003436975,0.0002854038],"genre_scores_gemma":[0.9987082,0.0001679365,0.0001018568,0.00002551715,0.000007908327,0.00001811871,0.0008000087,0.000001940075,0.0001686144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857235,"threshold_uncertainty_score":0.03692853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951894860010955,"score_gpt":0.2179362683744184,"score_spread":0.1984173197743088,"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."}}