{"id":"W3186227329","doi":"10.3389/fvets.2021.692646","title":"Prevalence and Risk Factors Associated With Antimicrobial Resistance in Bacteria Related to Bovine Respiratory Disease—A Broad Cross-Sectional Study of Beef Cattle at Entry Into Canadian Feedlots","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Saskatchewan; University of Calgary; Alberta Health Services; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Alberta Livestock and Meat Agency; Alberta Beef Producers","keywords":"Feedlot; Bovine respiratory disease; Beef cattle; Veterinary medicine; Antibiotic resistance; Biology; Pasteurella multocida; Litopenaeus; Animal science; Barn; Microbiology; Bacteria; Antibiotics; Medicine; Shrimp; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006539413,0.0001672222,0.0002452213,0.0007081612,0.000544722,0.00005871086,0.0002800622,0.0001135557,0.000141424],"category_scores_gemma":[0.0004814884,0.0001653749,0.00002970738,0.001461907,0.0008272979,0.0002767129,0.0002525559,0.0002749316,0.000005680153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007430033,"about_ca_system_score_gemma":0.001091331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00998927,"about_ca_topic_score_gemma":0.04156138,"domain_scores_codex":[0.9979401,0.0004000622,0.0003676314,0.000673988,0.0001121529,0.000506061],"domain_scores_gemma":[0.9991415,0.00006104023,0.0001074585,0.0003219828,0.0001814763,0.0001865959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000541122,0.0003252359,0.8861724,0.00003829143,0.00003378195,0.00006094758,0.0007623066,0.00007593042,0.1116571,0.000003919649,0.0003042456,0.00002466652],"study_design_scores_gemma":[0.001155485,0.0005531687,0.9960324,0.0001248025,0.00001145325,0.000007410908,0.000185006,0.000003748417,0.001502648,0.00001028464,0.0002318891,0.0001816618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976242,0.0009858792,0.00000385202,0.0000184208,0.0005809979,0.0003993699,0.0002955311,0.00001417094,0.00007759925],"genre_scores_gemma":[0.9989262,0.00006245523,0.00006923944,0.0000197313,0.000003899102,0.00001496255,0.00003772608,0.00001074671,0.0008550098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101545,"threshold_uncertainty_score":0.9966033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742794046533826,"score_gpt":0.2794155637457811,"score_spread":0.2619876232804428,"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."}}