{"id":"W2068758155","doi":"10.3168/jds.2011-5065","title":"Herd-level association between antimicrobial use and antimicrobial resistance in bovine mastitis Staphylococcus aureus isolates on Canadian dairy farms","year":2012,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Guelph; Université de Montréal; University of Calgary","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Novalait; Université de Montréal; Public Health Agency; Public Health Agency of Canada; Dairy Farmers of Canada","keywords":"Mastitis; Penicillin; Ampicillin; Antibiotic resistance; Antimicrobial; Tetracycline; Medicine; Veterinary medicine; Staphylococcus aureus; Dairy cattle; Herd; Streptococcus agalactiae; Microbiology; Antibiotics; Biology; Animal science; Streptococcus; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009058495,0.0002609598,0.0003484069,0.001089927,0.0008427178,0.0007370161,0.0007474836,0.0003991777,0.000865851],"category_scores_gemma":[0.0023081,0.0002967884,0.0004516618,0.001916073,0.0004653792,0.0002010465,0.0003583427,0.000432747,0.00008536205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008589253,"about_ca_system_score_gemma":0.006505542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9285079,"about_ca_topic_score_gemma":0.9598002,"domain_scores_codex":[0.99884,0.0001435591,0.00006923474,0.0002390756,0.0004160694,0.0002921025],"domain_scores_gemma":[0.9981745,0.0003362332,0.0005149339,0.0001050641,0.0005300564,0.0003391746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003605488,0.000009818622,0.9980805,0.000005954455,0.00004202862,0.00003431461,0.00008384664,0.00007044883,0.0003384417,0.000007682084,0.00007284695,0.001218084],"study_design_scores_gemma":[8.633483e-7,0.00001486324,0.9995925,0.00000309463,0.00001321572,0.00002821868,0.00008932311,0.0001436617,0.00002841859,0.000002508284,0.00008143867,0.000001926046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988864,0.0002331948,0.00005640704,0.00004258221,0.000002094321,0.000005186982,0.0004478544,0.000004587918,0.0003215827],"genre_scores_gemma":[0.9991242,0.0001583826,0.0001154158,0.00001901599,0.00000191912,0.000003480882,0.0003775669,0.000001665903,0.0001982664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07149214,"threshold_uncertainty_score":0.1438263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818646635441636,"score_gpt":0.2457192584325147,"score_spread":0.2075327920780983,"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."}}