{"id":"W4387765391","doi":"10.1128/msphere.00317-23","title":"Insight into antimicrobial resistance at a new beef cattle feedlot in western Canada","year":2023,"lang":"en","type":"article","venue":"mSphere","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Saskatchewan Cattlemen's Association; Beef Cattle Research Council; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Feedlot; Beef cattle; Animal health; Biotechnology; Business; Biology; Environmental planning; Veterinary medicine; Environmental resource management; Environmental science; Ecology; Animal science; 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":[0.0004186436,0.0003190405,0.0003258839,0.001074083,0.003738843,0.001751973,0.001020325,0.0005784307,0.001759109],"category_scores_gemma":[0.0003966688,0.0002877383,0.0002886857,0.001697199,0.0009543084,0.0002701634,0.0005074958,0.0006390894,0.000197318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03113669,"about_ca_system_score_gemma":0.02129458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832961,"about_ca_topic_score_gemma":0.994686,"domain_scores_codex":[0.9992906,0.00003921975,0.00001436364,0.0001155312,0.000220011,0.0003202179],"domain_scores_gemma":[0.9992051,0.00003780904,0.00007185132,0.000014699,0.0003775206,0.0002931985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004827926,0.0003452175,0.915139,0.0001701458,0.0001005724,0.005413351,0.009109736,0.0006426065,0.02919602,0.0004704758,0.002602626,0.03632748],"study_design_scores_gemma":[0.000007241178,0.0001881441,0.9713885,0.00006619847,0.00003472773,0.0005459599,0.01834952,0.001089978,0.001312309,0.00005751532,0.006932144,0.00002771637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956015,0.0003846404,0.0003258641,0.0003507792,0.00001778846,0.00004859962,0.0009956312,0.00002037101,0.002254756],"genre_scores_gemma":[0.9940866,0.000378829,0.0008971342,0.0003331442,0.000007250125,0.00001421829,0.0006692668,0.00001193776,0.003601627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03113669,"threshold_uncertainty_score":0.2259136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415091350969964,"score_gpt":0.2541360404494117,"score_spread":0.2399851269397121,"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."}}