{"id":"W4385712122","doi":"10.2139/ssrn.4532441","title":"Surveillance of Antimicrobial Resistance in <i>Escherichia Coli, Salmonella</i>, and <i>Campylobacter</i> Recovered from Laying Hens, Their Environment and Products in Canada Indicated a Stable Level of Resistance to Critically Important Antimicrobials, 2007-2021","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Ciprofloxacin; Campylobacter; Salmonella; Microbiology; Biology; Antimicrobial; Escherichia coli; Antibiotic resistance; Feces; Veterinary medicine; Bacteria; Food science; Antibiotics; Medicine","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":[0.0004098887,0.0002786509,0.0002182054,0.001043363,0.000612345,0.0008740944,0.0002666105,0.0002985724,0.001894019],"category_scores_gemma":[0.0007060822,0.0001324629,0.0001516168,0.00120173,0.0005599548,0.0001636094,0.0002523397,0.0003463472,0.0005548059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123227,"about_ca_system_score_gemma":0.004546919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5923101,"about_ca_topic_score_gemma":0.6817145,"domain_scores_codex":[0.9994652,0.00002109741,0.00002587365,0.0001288769,0.0002509276,0.0001081303],"domain_scores_gemma":[0.999052,0.00006744423,0.0001429267,0.00005168234,0.0005709489,0.0001150454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007407592,0.0001842189,0.7781322,0.000211938,0.00007497466,0.0006256284,0.00300292,0.0006741012,0.1209839,0.0007077851,0.006985989,0.08767559],"study_design_scores_gemma":[0.000007987207,0.0002672074,0.9518459,0.00002648436,0.0000259499,0.0002712777,0.001383577,0.0003962939,0.03410415,0.00005788,0.01160232,0.00001092423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810931,0.0004656193,0.0006576938,0.0001960866,0.0000239805,0.00005714854,0.007014568,0.00005298245,0.01043881],"genre_scores_gemma":[0.9761499,0.0003884783,0.001318286,0.0001425617,0.000006288054,0.00001532491,0.005848431,0.00002083514,0.01610998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076899,"threshold_uncertainty_score":0.8201817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228370963005839,"score_gpt":0.2107544467461598,"score_spread":0.1884707371161014,"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."}}