{"id":"W2127778188","doi":"10.1093/jac/dkp165","title":"Importance of DNase and alginate lyase for enhancing free and liposome encapsulated aminoglycoside activity against Pseudomonas aeruginosa","year":2009,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Lakehead University; Laurentian University","funders":"","keywords":"Tobramycin; Pseudomonas aeruginosa; Aminoglycoside; Microbiology; Amikacin; Gentamicin; Sputum; Chemistry; Biofilm; Antibiotics; Cystic fibrosis; Biology; Bacteria; Medicine","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":[0.0002371023,0.0001790452,0.0003445598,0.00006246403,0.00006315445,0.0000329068,0.000105969,0.0001389242,0.000001642608],"category_scores_gemma":[0.00005595502,0.0001606818,0.000122496,0.00005559713,0.00008645354,0.00002107235,0.00002577526,0.0001003838,5.462528e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001085301,"about_ca_system_score_gemma":0.00006037943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005734195,"about_ca_topic_score_gemma":0.00001071545,"domain_scores_codex":[0.9991181,0.0000265436,0.0003731992,0.0002020227,0.00007270057,0.0002074672],"domain_scores_gemma":[0.9990904,0.00001757816,0.0004739407,0.0001773011,0.0001497662,0.00009096364],"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":[0.0009441167,0.00008695808,0.0002968183,0.00003157189,0.0000642279,0.0000090077,0.0000645219,0.00000360836,0.9884974,0.000004605568,0.0005195039,0.00947765],"study_design_scores_gemma":[0.002531955,0.0006552197,0.004700462,0.00008597368,0.00002595706,0.0001545201,0.00001099133,0.0000225674,0.9908274,0.00002719445,0.0007842264,0.0001734917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978452,0.000341698,0.0004261732,0.001079156,0.0001098839,0.0001474171,0.00003042108,0.000003905059,0.00001612422],"genre_scores_gemma":[0.9930146,0.00113124,0.004610456,0.0009539959,0.0002438692,2.353527e-7,0.000008748905,0.00001753238,0.00001937518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009304158,"threshold_uncertainty_score":0.6552413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00576389189080577,"score_gpt":0.2294471980313159,"score_spread":0.2236833061405101,"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."}}