{"id":"W2790321093","doi":"10.3389/fmicb.2018.00256","title":"Prevalence and Genetic Basis of Antimicrobial Resistance in Non-aureus Staphylococci Isolated from Canadian Dairy Herds","year":2018,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Saskatchewan; Alberta Health; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Agriculture and Agri-Food Canada; Novalait; Université de Montréal; Alberta Innovates - Technology Futures; Public Health Agency; Dairy Farmers of Ontario; Dairy Farmers of Manitoba; Alberta Livestock and Meat Agency; Dairy Farmers of Nova Scotia; Public Health Agency of Canada; Dairy Farmers of Canada","keywords":"Staphylococcus aureus; Antimicrobial; Antibiotic resistance; Biology; Microbiology; Mastitis; Veterinary medicine; Antibiotics; Bacteria; Genetics; Medicine","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":[0.0004021885,0.0003467278,0.0002715129,0.001970723,0.001035688,0.0006893234,0.0006613914,0.0004232309,0.001277593],"category_scores_gemma":[0.001585865,0.0002884046,0.0002327698,0.001582112,0.0006472181,0.0001556813,0.0003076865,0.0002448294,0.0001211806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00491059,"about_ca_system_score_gemma":0.003663679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8207758,"about_ca_topic_score_gemma":0.8770492,"domain_scores_codex":[0.9989514,0.00006954059,0.00005827331,0.0001972869,0.0004650934,0.0002583734],"domain_scores_gemma":[0.9990923,0.0001202419,0.0002050192,0.00003059764,0.0003556393,0.0001961979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150312,0.00003447051,0.9901805,0.00002377054,0.00003840809,0.00025274,0.0004771538,0.00005280709,0.004927075,0.00002398614,0.000112228,0.003761872],"study_design_scores_gemma":[0.000001992041,0.00004570453,0.9989323,0.000004395792,0.00001113187,0.0001873555,0.0003093758,0.0000971944,0.0002326009,0.000005220196,0.0001690387,0.00000367924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993309,0.0001120961,0.0000361915,0.00001834923,0.000001409999,0.000007365029,0.0002181792,0.000002098763,0.0002734968],"genre_scores_gemma":[0.9990227,0.0001760064,0.0001232456,0.00001803208,0.000002248875,0.000004132292,0.0004092714,0.000001426791,0.0002429502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792242,"threshold_uncertainty_score":0.3605593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005398720969155144,"score_gpt":0.2259800846646394,"score_spread":0.2205813636954843,"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."}}