{"id":"W2100030863","doi":"10.1093/jac/dkr105","title":"Effect of multidrug resistance-conferring mutations on the fitness and virulence of Pseudomonas aeruginosa","year":2011,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"AstraZeneca; Cystic Fibrosis Foundation","keywords":"Pseudomonas aeruginosa; Virulence; Biology; Microbiology; Multiple drug resistance; Mutant; Drug resistance; Genetics; Bacteria; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0004294451,0.0001323449,0.0002685693,0.00004784881,0.00004385103,0.000009095509,0.0002301478,0.00008214705,0.0000192948],"category_scores_gemma":[0.00008638902,0.00008796958,0.0001278483,0.00006357032,0.0002790089,0.00000860018,0.00002217189,0.0001022036,4.219697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007256417,"about_ca_system_score_gemma":0.00004579953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008812569,"about_ca_topic_score_gemma":0.000005684057,"domain_scores_codex":[0.9991554,0.0001063495,0.0003865385,0.0001243563,0.0001098949,0.0001174576],"domain_scores_gemma":[0.9990136,0.0000779185,0.0005285763,0.0002087393,0.0001387728,0.00003238546],"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":[0.001526736,0.0000676158,0.007622966,0.00007625789,0.00009124434,0.000003223863,0.0003115853,0.000004714169,0.9893016,0.0000588131,0.0004238447,0.0005113776],"study_design_scores_gemma":[0.000949672,0.0004471663,0.00936447,0.0002122878,0.00002535551,0.00002455795,0.00004102929,0.000002885229,0.9885603,0.00002581738,0.0002635616,0.00008286323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987231,0.0001180477,0.0003831876,0.0001350451,0.0001081701,0.0001262848,0.00001150922,0.000001634064,0.0003930237],"genre_scores_gemma":[0.9976875,0.0004825449,0.00156638,0.0001003356,0.00006602907,4.551805e-7,0.000001730743,0.00001619975,0.00007883854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001741505,"threshold_uncertainty_score":0.3587295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037858044695739,"score_gpt":0.2447165703707383,"score_spread":0.2343379899237809,"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."}}