{"id":"W4401435396","doi":"10.3168/jds.2024-25238","title":"Biofilm Formation in Dairy: A Food Safety Concern—Effect of biofilm production on antimicrobial susceptibility of Staphylococcus aureus bovine mastitis strains from the most prevalent Canadian spa types","year":2024,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Agriculture and Agri-Food Canada; Fonds de Recherche du Québec – Nature et Technologies; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Staphylococcus aureus; Antimicrobial; Biofilm; Mastitis; Microbiology; Biology; Antibiotic resistance; Antibiotics; Bacteria; Vancomycin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000436945,0.0002868765,0.0003370918,0.0004519805,0.0005034344,0.000649044,0.0003042035,0.0002921225,0.0009712193],"category_scores_gemma":[0.0006573958,0.0002187333,0.0003933691,0.0005067284,0.0002329505,0.0001844471,0.0003867509,0.0003573692,0.0001235057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249208,"about_ca_system_score_gemma":0.001472402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2417358,"about_ca_topic_score_gemma":0.3297827,"domain_scores_codex":[0.9992969,0.00006810401,0.00004127685,0.00009652854,0.0003658391,0.0001314477],"domain_scores_gemma":[0.9993374,0.0001012398,0.0001454593,0.00002353727,0.0002274788,0.0001649943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009380744,0.0001709411,0.07224704,0.0001552705,0.00006794332,0.0001005626,0.0002633019,0.0001344884,0.9194714,0.000030075,0.0001533619,0.00626761],"study_design_scores_gemma":[0.00001404327,0.001159505,0.9239527,0.00001947946,0.00008463372,0.0002469627,0.000426528,0.0006720503,0.07253756,0.00001943344,0.00085095,0.00001611905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9988887,0.0004173642,0.00008304779,0.00003847207,0.000002792998,0.000006717443,0.0001878635,0.000002863828,0.0003722904],"genre_scores_gemma":[0.9980834,0.0002977445,0.000538197,0.00003795706,0.000003392559,0.000005609238,0.0004374295,0.000003529648,0.0005928032],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7582642,"threshold_uncertainty_score":0.4806575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440490079183579,"score_gpt":0.2890574894683456,"score_spread":0.2446525886765098,"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."}}