{"id":"W2988024090","doi":"10.1111/avj.12889","title":"Antimicrobial use and stewardship practices on Australian beef feedlots","year":2019,"lang":"en","type":"article","venue":"Australian Veterinary Journal","topic":"Pharmacological Effects and Assays","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"Australian Research Council; Meat and Livestock Australia","keywords":"Antimicrobial; Antimicrobial stewardship; Feedlot; Medicine; Livestock; Environmental health; Biotechnology; Antibiotics; Antibiotic resistance; Biology; Animal science; Microbiology","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":[0.00093248,0.0001533058,0.0001388017,0.0005177152,0.0004311902,0.0004825654,0.0002383307,0.0002798391,0.001291971],"category_scores_gemma":[0.002572495,0.0001489286,0.0001527169,0.0006380395,0.0003750124,0.0003238154,0.0003614965,0.0002229066,0.0001001034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008037825,"about_ca_system_score_gemma":0.0007519943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03061092,"about_ca_topic_score_gemma":0.04713765,"domain_scores_codex":[0.9991298,0.0003267009,0.00006906948,0.00008882274,0.0002673157,0.0001183054],"domain_scores_gemma":[0.9974838,0.0004035248,0.001442881,0.00004221711,0.0002898579,0.0003375972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009555445,0.0001465753,0.9824802,0.0001024388,0.00002687027,0.0002241733,0.003063041,0.00006704661,0.001689513,0.00001781626,0.00014805,0.01193868],"study_design_scores_gemma":[0.000001010898,0.0001971968,0.9982821,0.00002076129,0.000004063094,0.0000724107,0.001033983,0.00007036415,0.00007650488,0.000003957747,0.0002351828,0.000002401617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995511,0.0001183996,0.00002046572,0.00005276182,0.00000116079,0.000003636724,0.00003215017,7.950023e-7,0.0002193898],"genre_scores_gemma":[0.9994222,0.0002066745,0.00008157355,0.00003179243,0.000002440437,0.000004731623,0.0000342269,3.891569e-7,0.0002160405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03061092,"threshold_uncertainty_score":0.06086546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097972599701636,"score_gpt":0.3199597231045978,"score_spread":0.2101624631344342,"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."}}