{"id":"W2139663729","doi":"10.1128/aac.45.6.1761-1770.2001","title":"Multidrug Efflux Pumps: Expression Patterns and Contribution to Antibiotic Resistance in <i>Pseudomonas aeruginosa</i> Biofilms","year":2001,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":292,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Alberta Heritage Foundation for Medical Research","keywords":"Efflux; Biofilm; Pseudomonas aeruginosa; Microbiology; Biology; Multiple drug resistance; Antimicrobial; Antibiotic resistance; Antibiotics; Bacteria; Biochemistry; 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":[0.0001336065,0.0002452431,0.0002491464,0.00006169546,0.0001010497,0.00007204405,0.0001404565,0.0001755937,0.00002041326],"category_scores_gemma":[0.00002203799,0.0002283987,0.00004622175,0.00010952,0.00008745549,0.00001443151,0.00008315792,0.00008337573,0.000005233202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001860657,"about_ca_system_score_gemma":0.00001672071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006634022,"about_ca_topic_score_gemma":0.0001926786,"domain_scores_codex":[0.9986613,0.00005172934,0.0002730238,0.0005547084,0.00009480246,0.0003644471],"domain_scores_gemma":[0.9994741,0.00001073314,0.00008862267,0.0002684238,0.00004470421,0.0001134239],"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":[0.0002856555,0.00008114117,0.3866192,0.00002727652,0.00001355975,0.00001026469,0.00007411183,0.000001340106,0.6098216,0.000009623244,0.002476891,0.0005793999],"study_design_scores_gemma":[0.001832317,0.00007535185,0.5054254,0.000229209,0.000006552747,0.00001750396,0.00003163151,0.00000763373,0.4622337,0.000008842894,0.02983036,0.0003015351],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976899,0.0001036726,0.0005453228,0.0009857254,0.0001228753,0.0003888386,0.00004383,0.00001526727,0.0001045685],"genre_scores_gemma":[0.9910139,0.004091209,0.0009616109,0.003230526,0.0001232437,0.000002980206,0.00009344955,0.00003181551,0.0004512246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475879,"threshold_uncertainty_score":0.931383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006329822858172979,"score_gpt":0.2398491927063643,"score_spread":0.2335193698481914,"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."}}