{"id":"W2594641731","doi":"10.1038/srep43321","title":"Antimicrobial efficacy against Pseudomonas aeruginosa biofilm formation in a three-dimensional lung epithelial model and the influence of fetal bovine serum","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Vlaamse regering; Universiteit Gent; National Heart, Lung, and Blood Institute; Australian Government; Fonds Wetenschappelijk Onderzoek; Arizona State University","keywords":"Pseudomonas aeruginosa; Biofilm; Microbiology; Colistin; Tobramycin; Antibiotics; Fetal bovine serum; Antimicrobial; In vivo; Polymyxin; Chemistry; Bacteria; Biology; In vitro; Biochemistry; Gentamicin","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":[0.0004046768,0.0003346632,0.0003686673,0.0002037527,0.0001634176,0.0003381386,0.0002219478,0.0003534467,0.0005505116],"category_scores_gemma":[0.0002777544,0.0001408678,0.0003055085,0.0001415919,0.0002186328,0.0002136134,0.0002296674,0.0004592871,0.0001353421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683715,"about_ca_system_score_gemma":0.0003155713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331021,"about_ca_topic_score_gemma":0.002593699,"domain_scores_codex":[0.9995555,0.0001486633,0.00006105569,0.00004238022,0.000126566,0.00006586288],"domain_scores_gemma":[0.9996182,0.0001493858,0.00006548831,0.00004385663,0.00006128418,0.00006173722],"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":[0.000129983,0.00005748312,0.0001589527,0.00006548477,0.000004551595,0.00002997322,0.00002703198,0.00009854646,0.9984066,0.00003097689,0.00002571329,0.0009647441],"study_design_scores_gemma":[0.00001092852,0.0006807314,0.004312363,0.00001191421,0.00002063395,0.0001082544,0.00003988422,0.0009877954,0.992934,0.00002187189,0.0008644155,0.000007301824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919568,0.004116446,0.002585973,0.0001140804,0.00003593335,0.00002422378,0.0001931727,0.00003354017,0.0009398874],"genre_scores_gemma":[0.9921549,0.001874976,0.004302705,0.00007333069,0.00001030285,0.00004854412,0.0003514379,0.00001070992,0.001173105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002331021,"threshold_uncertainty_score":0.004634917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367682818577446,"score_gpt":0.2846127543841124,"score_spread":0.2709359261983379,"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."}}