{"id":"W2800212264","doi":"10.3168/jds.2018-14540","title":"Antimicrobial resistance in non-aureus staphylococci isolated from milk is associated with systemic but not intramammary administration of antimicrobials in dairy cattle","year":2018,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial; Cephalosporin; Antibiotic resistance; Staphylococcus aureus; Antibiotics; Medicine; Drug resistance; Herd; Multiple drug resistance; Microbiology; Biology; Veterinary medicine; 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":[0.0008413914,0.000271272,0.0003744758,0.0009262167,0.0002881138,0.0006037974,0.0002475751,0.000357078,0.0007255591],"category_scores_gemma":[0.001368636,0.0002241245,0.0004231475,0.0008219664,0.0003192291,0.0002275596,0.0002635716,0.0003743155,0.00008541351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004242308,"about_ca_system_score_gemma":0.0002244617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003921158,"about_ca_topic_score_gemma":0.005334262,"domain_scores_codex":[0.9988428,0.0003700386,0.0001034824,0.000280018,0.000207639,0.0001959946],"domain_scores_gemma":[0.9984089,0.000432858,0.0007103797,0.00008272506,0.000147144,0.0002180673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001662972,0.00003854658,0.9932875,0.00001445078,0.00009184216,0.00009480029,0.00008996276,0.00004853682,0.004655921,0.00000729451,0.00002544325,0.001479337],"study_design_scores_gemma":[0.000001091904,0.00009663647,0.9993605,0.000003035987,0.00001689313,0.0001627668,0.00007096007,0.00009056719,0.0001603728,0.000005684512,0.00003016985,0.000001336189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997048,0.0001236706,0.00004508124,0.000005714642,0.000001016427,9.209191e-7,0.00005161609,0.000001184378,0.00006601118],"genre_scores_gemma":[0.9996934,0.00006013735,0.00006153013,0.000008175057,0.000001964236,0.000001581891,0.00009849154,9.085285e-7,0.00007389745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003921158,"threshold_uncertainty_score":0.007796645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702154374238493,"score_gpt":0.2417949908247431,"score_spread":0.2247734470823582,"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."}}