{"id":"W2196996997","doi":"","title":"In Vitro Assessment of the Synergy between Polymyxin B (PMB) and Polymyxin B Nonapeptide (PMBN) and Antibiotics on Biofilms from Diabetic Foot Infections","year":2015,"lang":"en","type":"article","venue":"WestminsterResearch (University of Westminster)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceftazidime; Microbiology; Antibiotics; Polymyxin; Proteus mirabilis; Biofilm; Klebsiella pneumoniae; Serratia marcescens; Levofloxacin; Burkholderia pseudomallei; Polymyxin B; Biology; Bacteria; Chemistry; Staphylococcus aureus; Pseudomonas aeruginosa","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611838,0.0002131013,0.000366973,0.0002124798,0.000112327,0.00002818184,0.000431279,0.0002146916,0.00001072314],"category_scores_gemma":[0.00009304184,0.0002050505,0.00008330608,0.0002694157,0.0008036406,0.00003499238,0.0006473199,0.0002344942,0.000002438606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005927178,"about_ca_system_score_gemma":0.0002595193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600398,"about_ca_topic_score_gemma":0.0009609225,"domain_scores_codex":[0.9982879,0.0002618281,0.0002579868,0.0004673973,0.0003736063,0.0003512763],"domain_scores_gemma":[0.9988158,0.0001164322,0.0001872653,0.0005696489,0.0001013932,0.0002094833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194514,0.0002059767,0.5669329,0.00005807981,0.00009311652,0.00001231069,0.0003127236,0.000007383854,0.4301271,0.0001034565,0.0001491499,0.0018034],"study_design_scores_gemma":[0.001806184,0.0008561386,0.908475,0.0001676691,0.00004710598,0.000006421468,0.001419034,0.0001896335,0.08546668,0.00006733456,0.001240619,0.0002581797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977059,0.0001422557,0.0001306276,0.0005316688,0.0001116625,0.0002907817,0.0001809772,0.000006505633,0.0008995939],"genre_scores_gemma":[0.9984555,0.000138779,0.0008595046,0.00005551682,0.00005999414,2.246356e-7,0.0000626066,0.00002050794,0.0003473127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446604,"threshold_uncertainty_score":0.8361719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970770033888263,"score_gpt":0.2667703925859142,"score_spread":0.2470626922470316,"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."}}