{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217431,0.0009918083,0.0005219581,0.0004445399,0.0006127151,0.001178026,0.0004322986,0.0009848605,0.005962482],"category_scores_gemma":[0.0004000731,0.0001919037,0.0002353938,0.0005081134,0.0004000966,0.0006964537,0.0009109852,0.0009080652,0.004494215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953296,"about_ca_system_score_gemma":0.0004256945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524048,"about_ca_topic_score_gemma":0.001116088,"domain_scores_codex":[0.9995296,0.00005198879,0.00002419489,0.00007178101,0.0002188672,0.0001035438],"domain_scores_gemma":[0.9998017,0.00001351062,0.000055536,0.00001696109,0.00006985666,0.00004250785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009354884,0.0001019103,0.0032335,0.000485359,0.00002034714,0.001898805,0.000200533,0.0000852313,0.9369367,0.00142487,0.007968891,0.0475503],"study_design_scores_gemma":[0.00004134821,0.001338236,0.06276288,0.0003583491,0.00009501191,0.04357994,0.0007543887,0.0009727855,0.4058237,0.003217182,0.4809266,0.0001295217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7202545,0.08667911,0.02025858,0.02426379,0.001316469,0.0005969866,0.007108944,0.003203992,0.1363176],"genre_scores_gemma":[0.8820158,0.02730307,0.006178579,0.004812474,0.0004537864,0.0002455402,0.00308981,0.0002651988,0.07563569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962482,"threshold_uncertainty_score":0.01994652,"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."}}