{"id":"W2057418340","doi":"10.3389/fmicb.2011.00065","title":"Pseudomonas Aeruginosa: Resistance to the Max","year":2011,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":947,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Foundation","keywords":"Pseudomonas aeruginosa; Antimicrobial; Microbiology; Biology; Multiple drug resistance; Antibiotic resistance; Colistin; Efflux; Aminoglycoside; Antimicrobial chemotherapy; Antibiotics; Drug resistance; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002473881,0.0001768083,0.0002054184,0.00006497608,0.00006704772,0.000009705463,0.0005932065,0.0002074467,0.00004103113],"category_scores_gemma":[0.00006802302,0.0001375175,0.00006754776,0.0001484572,0.0002286404,0.000002759592,0.00015987,0.0001267584,0.00005633649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003220302,"about_ca_system_score_gemma":0.00004795343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001662932,"about_ca_topic_score_gemma":0.0003766104,"domain_scores_codex":[0.9987117,0.0001340136,0.0002556238,0.0004563807,0.00003083028,0.0004114574],"domain_scores_gemma":[0.9992361,0.000007011478,0.00007265809,0.0005915923,0.00003987267,0.0000527456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003870422,0.0000470058,0.09423713,0.00001035791,0.00004743155,0.00001412232,0.0002721945,0.000002492074,0.6068648,0.0002092914,0.2974933,0.0004148625],"study_design_scores_gemma":[0.0005182009,0.00015452,0.04052582,0.00002845589,0.00001385271,0.00003586519,0.0003869194,0.000001121566,0.2358583,0.0003981489,0.7216974,0.0003814014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770023,0.001899796,0.01308964,0.0005952214,0.00202137,0.0004210423,0.00005367136,0.00001661977,0.004900335],"genre_scores_gemma":[0.9493932,0.0001929928,0.04410484,0.001294384,0.0001841655,0.00002345803,0.00007149182,0.00002941439,0.004706063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242041,"threshold_uncertainty_score":0.5607802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008950012700541033,"score_gpt":0.2114910589897356,"score_spread":0.2025410462891945,"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."}}