{"id":"W3183878615","doi":"10.1093/jac/dkab222","title":"Anti-biofilm activity of murepavadin against cystic fibrosis <i>Pseudomonas aeruginosa</i> isolates","year":2021,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Innovative Medicines Initiative; European Commission; European Regional Development Fund; European Federation of Pharmaceutical Industries and Associations","keywords":"Biofilm; Tobramycin; Pseudomonas aeruginosa; Colistin; Microbiology; Aztreonam; Cystic fibrosis; Chemistry; Minimum inhibitory concentration; Antibiotics; Bacteria; Biology; Ceftazidime; Gentamicin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002006627,0.0002787051,0.0003797223,0.0002308133,0.00008832313,0.0002304124,0.0002021267,0.0002702248,0.0008895069],"category_scores_gemma":[0.000478093,0.00009886958,0.000223518,0.000154412,0.0001207784,0.0001575537,0.0002972582,0.0002764919,0.000163763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272883,"about_ca_system_score_gemma":0.0001393065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006332687,"about_ca_topic_score_gemma":0.0006464278,"domain_scores_codex":[0.9997411,0.00006090999,0.00003595866,0.00004348825,0.00007946054,0.00003896841],"domain_scores_gemma":[0.9997675,0.00005709343,0.00006905467,0.00001553234,0.00005959053,0.00003133493],"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":[0.0005527423,0.0001322531,0.00149167,0.0001255045,0.00001414503,0.00003375348,0.00003040783,0.0001279011,0.9915236,0.00001089677,0.00004112865,0.005916035],"study_design_scores_gemma":[0.00008639116,0.01089862,0.04125547,0.0000415706,0.00009066409,0.0007034462,0.00007742473,0.000929324,0.9444853,0.00001603914,0.001402631,0.00001314207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979049,0.001299595,0.0002039929,0.0000333936,0.000007562216,0.00001428843,0.00009639739,0.00001243479,0.0004273879],"genre_scores_gemma":[0.9975145,0.0005654573,0.001146259,0.0000302449,0.000008186503,0.00001384111,0.0002890927,0.000003445774,0.0004289368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008895069,"threshold_uncertainty_score":0.002975702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006375047219348067,"score_gpt":0.2229591013753245,"score_spread":0.2165840541559764,"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."}}