{"id":"W4410321163","doi":"10.3390/microorganisms13051119","title":"Synergistic Activity of Vancomycin and Gentamicin Against Staphylococcus aureus Biofilms on Polyurethane Surface","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pontificia Universidade Católica do Paraná","keywords":"Gentamicin; Biofilm; Staphylococcus aureus; Vancomycin; Microbiology; Polyurethane; Antibiotics; Chemistry; Biology; Bacteria","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":[0.0002534641,0.0004562283,0.0005600861,0.0003706434,0.0001240632,0.0002554172,0.0002514487,0.0002639287,0.0006398372],"category_scores_gemma":[0.0003107565,0.0001703855,0.0003770061,0.0001923267,0.0001657398,0.0001944474,0.0004270192,0.0002516446,0.0001362828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377741,"about_ca_system_score_gemma":0.000290544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004428721,"about_ca_topic_score_gemma":0.001764231,"domain_scores_codex":[0.9995382,0.000191673,0.00003393247,0.00005649733,0.0001181539,0.00006145643],"domain_scores_gemma":[0.999859,0.00004362585,0.00003589427,0.000009948571,0.0000171625,0.00003444049],"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":[0.0005896425,0.000163439,0.0003827738,0.0002408639,0.0000348752,0.00004782074,0.00003100537,0.0003377108,0.9899283,0.0000446062,0.00007595966,0.008122869],"study_design_scores_gemma":[0.00006984904,0.01206763,0.007482736,0.00004730493,0.0001527284,0.0003176356,0.00008534309,0.001821652,0.9752998,0.0000475202,0.002584681,0.00002314093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910361,0.006778601,0.0009448944,0.00008946827,0.0000563265,0.00003313687,0.00005994655,0.00002521629,0.0009763257],"genre_scores_gemma":[0.9948614,0.002143197,0.002196349,0.00003655191,0.00002851364,0.00002792829,0.00005184854,0.000006187608,0.0006479977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006398372,"threshold_uncertainty_score":0.002140403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005102444214775508,"score_gpt":0.2235570841467787,"score_spread":0.2184546399320032,"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."}}