{"id":"W2512417549","doi":"10.1128/aac.01046-16","title":"Antimicrobial Susceptibility of Pseudomonas aeruginosa Isolated from Cystic Fibrosis Patients in Northern Europe","year":2016,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Innoviris; Queen's University Belfast","keywords":"Colistin; Amikacin; Broth microdilution; Microbiology; Multilocus sequence typing; Tobramycin; Biology; Ceftazidime; Pseudomonas aeruginosa; Multiple drug resistance; Ciprofloxacin; Antibiotics; Gentamicin; Minimum inhibitory concentration; Genotype; Bacteria; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600485,0.00027501,0.0004663826,0.0007690049,0.0003716961,0.0005729052,0.000157332,0.000394916,0.0005403712],"category_scores_gemma":[0.001874706,0.0001486005,0.0002420078,0.0007650418,0.0002849069,0.0002845931,0.0003791228,0.0001665629,0.0001270894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846146,"about_ca_system_score_gemma":0.0002569251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007164583,"about_ca_topic_score_gemma":0.005722341,"domain_scores_codex":[0.9992418,0.0002111166,0.0001202363,0.0001523214,0.0001583409,0.0001162903],"domain_scores_gemma":[0.9993104,0.0001691617,0.000240625,0.00003348952,0.0001440958,0.0001022132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703825,0.00005224394,0.9906476,0.00002383252,0.00004789421,0.0005191854,0.0005082084,0.00006342211,0.001983213,0.00001112375,0.00008625629,0.005886658],"study_design_scores_gemma":[0.000007615932,0.0001230963,0.9973682,0.00001413094,0.00001737245,0.001373777,0.000493243,0.00008247302,0.0002219969,0.000007266258,0.0002876047,0.000003280924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995114,0.0002180189,0.00002338465,0.00001178299,0.000001713255,0.000002911006,0.00003512324,9.595919e-7,0.0001948439],"genre_scores_gemma":[0.9996029,0.0001432962,0.00005858298,0.00002963475,0.00000604314,0.000004047873,0.00009652245,7.552141e-7,0.00005816879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164583,"threshold_uncertainty_score":0.01424581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005483979620001521,"score_gpt":0.2151542199353721,"score_spread":0.2096702403153706,"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."}}