{"id":"W4400929527","doi":"10.3389/fvets.2024.1416436","title":"Association between respiratory disease pathogens in calves near feedlot arrival with treatment for bovine respiratory disease and subsequent antimicrobial resistance status","year":2024,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Saskatchewan","funders":"","keywords":"Bovine respiratory disease; Disease; Antibiotic resistance; Antimicrobial; Feedlot; Respiratory system; Respiratory disease; Biology; Medicine; Veterinary medicine; Immunology; Microbiology; Antibiotics; Internal medicine; Lung; Animal science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000729747,0.0002206928,0.000221473,0.0006044907,0.0003572507,0.0006986248,0.0002750572,0.0004255559,0.001273437],"category_scores_gemma":[0.001716795,0.0001459724,0.0002160792,0.000375432,0.0002036567,0.0002643734,0.000270741,0.0003543409,0.0001126543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005840284,"about_ca_system_score_gemma":0.0003488539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302254,"about_ca_topic_score_gemma":0.02208814,"domain_scores_codex":[0.9992465,0.0001604788,0.00005708529,0.0002012236,0.0001427597,0.0001921401],"domain_scores_gemma":[0.9977565,0.0004807306,0.001044232,0.00007428574,0.0002535924,0.0003906907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007129754,0.00002607211,0.998425,0.000003274386,0.00001203023,0.00003353749,0.00003149503,0.00001598859,0.0008189812,0.000002039509,0.00001291914,0.000547227],"study_design_scores_gemma":[5.693433e-7,0.0001497843,0.9995043,0.000002274905,0.00000471334,0.00007759642,0.00009435558,0.0000560709,0.00007821322,0.000001345086,0.00002962592,0.000001010196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997198,0.00006340723,0.00003857726,0.000005462588,0.000001663842,0.000002199627,0.00008005754,0.000001215114,0.00008760184],"genre_scores_gemma":[0.9996539,0.00003153169,0.00007353206,0.000007317959,0.000002858322,0.000002189765,0.0001313945,4.282242e-7,0.00009671814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302254,"threshold_uncertainty_score":0.02589351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983213353034774,"score_gpt":0.2985040195869454,"score_spread":0.2686718860565976,"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."}}