{"id":"W2099889156","doi":"10.1109/nebc.2009.4967769","title":"Methicillin resistant Staphylococcus aureus biofilm susceptibility in response to increased level of shear stresses and flow agitation","year":2009,"lang":"en","type":"article","venue":"","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biofilm; Staphylococcus aureus; Microbiology; Shear (geology); Antibiotic resistance; Antibiotics; Materials science; Bacteria; Biology; Composite material","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001790157,0.0002192559,0.0002026696,0.0001375804,0.0001155542,0.000288352,0.0001029061,0.0002315325,0.001164075],"category_scores_gemma":[0.000434211,0.0001607554,0.0001596931,0.0001198433,0.0001433141,0.0001511186,0.000147312,0.0003273461,0.0001258038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436376,"about_ca_system_score_gemma":0.0001434239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209441,"about_ca_topic_score_gemma":0.001216042,"domain_scores_codex":[0.9997863,0.00005694105,0.00002203733,0.00003153421,0.00005772258,0.00004549223],"domain_scores_gemma":[0.9997461,0.00009196505,0.00006331573,0.00001533509,0.00004302093,0.00004024996],"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":[0.0003240286,0.00004478776,0.000817393,0.00002706337,0.000006532941,0.00004202612,0.00005621175,0.0002104031,0.9975909,0.00002902725,0.0000440711,0.00080752],"study_design_scores_gemma":[0.00004319136,0.002661105,0.04851339,0.00001896525,0.00002724892,0.0001551379,0.0003358006,0.005121207,0.9423468,0.00008993503,0.0006608833,0.00002640461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993327,0.0001748768,0.0001868949,0.00002947228,0.000008591127,0.000005974795,0.00006186526,0.000005278765,0.0001942675],"genre_scores_gemma":[0.9988257,0.0001377446,0.0003923122,0.00002722246,0.000003332204,0.00001497573,0.00008139964,0.000002351456,0.0005149482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209441,"threshold_uncertainty_score":0.00389421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942750696701398,"score_gpt":0.2822399256595772,"score_spread":0.2528124186925632,"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."}}