{"id":"W4366778858","doi":"10.1016/j.prevetmed.2023.105925","title":"Antimicrobial use and its association with the isolation of and antimicrobial resistance in Campylobacter spp. recovered from fecal samples from Canadian dairy herds: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Guelph; Université de Montréal; Public Health Agency of Canada; Health PEI; University of Prince Edward Island","funders":"Public Health Agency of Canada; Dairy Farmers of Canada","keywords":"Campylobacter; Antimicrobial; Nalidixic acid; Veterinary medicine; Biology; Antibiotic resistance; Campylobacter coli; Feces; Ciprofloxacin; Microbiology; Salmonella; Herd; Animal science; Antibiotics; Medicine; Bacteria","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":[0.0006577071,0.0001414019,0.0002838072,0.00003745399,0.0001434839,0.00003455551,0.0001052584,0.000110072,0.00008132901],"category_scores_gemma":[0.0002520588,0.00005965555,0.00002623346,0.0002825556,0.00009622138,0.0001891558,0.0000669104,0.0001379653,0.000003123837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007661462,"about_ca_system_score_gemma":0.00001743026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08877125,"about_ca_topic_score_gemma":0.236529,"domain_scores_codex":[0.9984523,0.0005088798,0.0003074841,0.0003712446,0.0001323655,0.0002277425],"domain_scores_gemma":[0.9983841,0.001217051,0.0001952142,0.00005535715,0.00007958311,0.00006873999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003942086,0.00003207842,0.8247519,0.000005039037,0.00004583743,0.00001597611,0.000507164,0.000001440538,0.1737431,0.000001713418,0.0003704647,0.0001310719],"study_design_scores_gemma":[0.0006829845,0.0004303247,0.9976816,0.00008611535,0.00002372815,0.000004676005,0.0002724347,0.00002835505,0.0001358156,0.00007318545,0.0004749044,0.0001059244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973039,0.0001171282,0.000001956299,0.001228533,0.0001416012,0.0003844631,0.000792926,0.00001656976,0.0000129052],"genre_scores_gemma":[0.9988392,0.0001070267,0.00003075269,0.0001388252,0.0002027376,0.00001203396,0.0005530796,0.000002049877,0.0001142679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1736073,"threshold_uncertainty_score":0.9172967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06082360582741582,"score_gpt":0.2845778717892186,"score_spread":0.2237542659618028,"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."}}