{"id":"W4393546617","doi":"10.3390/antibiotics13040322","title":"Variation in Pen-Level Prevalence of BRD Bacterial Pathogens and Antimicrobial Resistance Following Feedlot Arrival in Beef Calves","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Alberta; University of Saskatchewan","funders":"","keywords":"Bovine respiratory disease; Antimicrobial; Feedlot; Antibiotic resistance; Veterinary medicine; Oxytetracycline; Antibiotics; Medicine; Animal science; Beef cattle; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007960355,0.000171223,0.0002026984,0.0007543043,0.0002810632,0.0006925519,0.0004143898,0.0002944795,0.0006929636],"category_scores_gemma":[0.001843475,0.0001649893,0.0001601779,0.0006983262,0.0003188976,0.0002697707,0.0002349738,0.0002310811,0.0001428246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157595,"about_ca_system_score_gemma":0.0004345191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05047731,"about_ca_topic_score_gemma":0.1202517,"domain_scores_codex":[0.9991601,0.0001799974,0.00004984717,0.0002540726,0.0001814634,0.0001745396],"domain_scores_gemma":[0.9983888,0.0003784239,0.0006851215,0.00008971202,0.000255509,0.0002024777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176593,0.00005105613,0.9937034,0.000008598729,0.0000400821,0.00006535973,0.0001788725,0.0001463047,0.002724969,0.000008632928,0.00003443214,0.002861521],"study_design_scores_gemma":[3.79249e-7,0.00007002504,0.9995133,0.000001640453,0.000003430448,0.00003215825,0.0001170325,0.0001061264,0.0001254275,0.000002835514,0.00002604351,0.000001570108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996434,0.00004736133,0.00008325253,0.000003410493,7.205408e-7,0.000002567976,0.0001286391,0.000001733613,0.00008888799],"genre_scores_gemma":[0.9994712,0.00003800347,0.0001382752,0.000006679227,7.427586e-7,0.000003024708,0.0001871749,0.000001034974,0.0001537865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05047731,"threshold_uncertainty_score":0.100367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932391260954825,"score_gpt":0.2765035409455585,"score_spread":0.2571796283360103,"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."}}