{"id":"W2905949372","doi":"10.3168/jds.2018-15272","title":"Symposium review: Features of Staphylococcus aureus mastitis pathogenesis that guide vaccine development strategies","year":2018,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Mastitis; Staphylococcus aureus; Subclinical infection; Medicine; Immunology; Immune system; Antibiotics; Biology; Microbiology; Virology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005716074,0.0009017157,0.001192968,0.002537116,0.0002415903,0.001012041,0.0007660103,0.001182887,0.004221225],"category_scores_gemma":[0.001355359,0.0002653742,0.0007495229,0.002240644,0.0002686019,0.001368971,0.0005483763,0.001332932,0.001839095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005743766,"about_ca_system_score_gemma":0.001684255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148149,"about_ca_topic_score_gemma":0.001873691,"domain_scores_codex":[0.9997668,0.00003652391,0.00005284361,0.00003682615,0.00008408567,0.00002300632],"domain_scores_gemma":[0.9994366,0.0002187479,0.00009524064,0.00001252343,0.0001914188,0.00004545196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001302964,0.00008290493,0.000346838,0.06496582,0.0001868819,0.00030937,0.0001245636,0.0003969423,0.003431127,0.002311922,0.07721776,0.8504956],"study_design_scores_gemma":[0.0000214876,0.0001350312,0.001124624,0.01126216,0.0002984699,0.001147256,0.00008558528,0.00009161115,0.0006369095,0.001116945,0.9840562,0.00002363244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001204741,0.9981508,0.0001169595,0.0004243269,0.0004935745,0.00001157459,0.00004038411,0.000007318301,0.000634553],"genre_scores_gemma":[0.0005450617,0.9981484,0.0002311564,0.0002608079,0.0002456954,0.000009866394,0.00006467062,0.000001496292,0.0004929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004221225,"threshold_uncertainty_score":0.01412141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05029253570812998,"score_gpt":0.3126572808687268,"score_spread":0.2623647451605968,"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."}}