{"id":"W7017387384","doi":"","title":"Antimicrobial resistance in Escherichia coli, Klebsiella spp., and Staphylococcus aureus isolates from bovine mastitis in Canada","year":2011,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Novalait; Public Health Agency; Public Health Agency of Canada; Dairy Farmers of Canada","keywords":"Mastitis; Staphylococcus aureus; Virulence; Antibiotic resistance; Cephalosporin; Escherichia coli; Antimicrobial; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845562,0.0002566705,0.0002519738,0.001607506,0.001835997,0.0009006599,0.0004123963,0.0003038812,0.0006767572],"category_scores_gemma":[0.0007992865,0.0002409174,0.0002346984,0.002319186,0.0003949992,0.0001236927,0.0004784338,0.0002895026,0.0001521451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207648,"about_ca_system_score_gemma":0.01169299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699691,"about_ca_topic_score_gemma":0.9850104,"domain_scores_codex":[0.9992867,0.00002890584,0.00003017182,0.00009188474,0.0003571488,0.0002053064],"domain_scores_gemma":[0.9994407,0.00003011133,0.0000527567,0.00000916683,0.0003299184,0.0001372459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004705774,0.000180014,0.914964,0.0002044687,0.00007661391,0.00154262,0.006329305,0.0002711734,0.03218573,0.0001388236,0.002040141,0.04159641],"study_design_scores_gemma":[0.000007970856,0.0000687855,0.9924819,0.00002658465,0.00002032768,0.0004736292,0.002238697,0.0001235361,0.001429119,0.00001125281,0.003110398,0.000007795529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946749,0.001744168,0.00009923231,0.0001734877,0.000007849011,0.00005055392,0.001218501,0.000005952888,0.002025396],"genre_scores_gemma":[0.9900147,0.002922856,0.0004973626,0.0002007778,0.000008466851,0.0000191122,0.002636658,0.000005211259,0.00369495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003091,"threshold_uncertainty_score":0.08762145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123429244022533,"score_gpt":0.182081347585055,"score_spread":0.1697384231828017,"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."}}