{"id":"W2168385550","doi":"10.1093/jac/dks490","title":"Synergy of ultrasound microbubbles and vancomycin against Staphylococcus epidermidis biofilm","year":2012,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Chongqing Medical University; Chongqing University","keywords":"Microbubbles; Biofilm; Vancomycin; Staphylococcus epidermidis; Microbiology; Ultrasound; Staphylococcus aureus; Antibiotics; Medicine; Biomedical engineering; Bacteria; Biology; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922064,0.000179231,0.0003703029,0.0001398358,0.00004879282,0.00002489916,0.0001558423,0.00009846157,0.00004332637],"category_scores_gemma":[0.00001303212,0.000155998,0.0001416457,0.0001590143,0.00009634787,0.0002221895,0.00000767281,0.0001685403,0.000003312089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003180706,"about_ca_system_score_gemma":0.00002407363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006252435,"about_ca_topic_score_gemma":0.00000270396,"domain_scores_codex":[0.9990601,0.00002115933,0.0004810255,0.00007728512,0.00009628846,0.0002641692],"domain_scores_gemma":[0.9993266,0.0001233641,0.000200249,0.0001466988,0.00008094124,0.0001221541],"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":[0.00002050534,0.000108849,0.003696739,0.00005920391,0.000139452,8.829192e-7,0.0004498464,0.0002794799,0.984356,0.00005814548,0.007104313,0.00372656],"study_design_scores_gemma":[0.001014094,0.00004221187,0.004506198,0.00009327188,0.00004041349,0.0001744259,0.0001210556,0.00002756275,0.9220903,0.00005437216,0.07157934,0.0002567585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952806,0.002082132,0.001516002,0.0001809083,0.0002286374,0.00008424727,0.00003102656,0.00002869521,0.0005677917],"genre_scores_gemma":[0.9898267,0.004343831,0.005102192,0.0003231871,0.0003257265,0.000001023632,0.000004713539,0.00004473228,0.00002793068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06447503,"threshold_uncertainty_score":0.6361415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006683366646703309,"score_gpt":0.2090252533727023,"score_spread":0.202341886725999,"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."}}