{"id":"W4390127283","doi":"10.1016/j.ijfoodmicro.2023.110541","title":"Surveillance of antimicrobial resistance in Escherichia coli, Salmonella, and Campylobacter recovered from laying hens, their environment and products in Canada indicated a stable level of resistance to critically important antimicrobials, in varying time periods between 2007 and 2021","year":2023,"lang":"en","type":"article","venue":"International Journal of Food Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Egg Farmers of Canada","keywords":"Ciprofloxacin; Campylobacter; Salmonella; Microbiology; Biology; Antimicrobial; Feces; Antibiotic resistance; Escherichia coli; Veterinary medicine; Bacteria; Food science; Antibiotics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272483,0.0002463005,0.0001772925,0.001394731,0.0008982393,0.0006370355,0.0003657789,0.0002790441,0.0005879889],"category_scores_gemma":[0.000696079,0.0001369262,0.0002081266,0.001563492,0.0004455918,0.0001713552,0.000229286,0.000320786,0.0001074667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004698499,"about_ca_system_score_gemma":0.004900824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9033942,"about_ca_topic_score_gemma":0.9461312,"domain_scores_codex":[0.9996177,0.00001523574,0.00002267847,0.0000550379,0.0001939534,0.00009537416],"domain_scores_gemma":[0.9987062,0.00007392452,0.0002157224,0.00001925573,0.0007957502,0.0001891185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002433414,0.00006140037,0.974887,0.00007011561,0.0000312561,0.0002443653,0.0008590465,0.000130124,0.01327995,0.00003734976,0.0002623665,0.009893592],"study_design_scores_gemma":[9.999708e-7,0.00008314904,0.9972674,0.000006046121,0.000007402651,0.0001057733,0.0005508076,0.00007044127,0.00142159,0.0000028702,0.000479756,0.000003728461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973803,0.0003034112,0.0001076492,0.00003665935,0.000003735005,0.00001568823,0.001259956,0.000008274626,0.0008843797],"genre_scores_gemma":[0.9964396,0.0002780486,0.0003516721,0.00005059017,0.000002137094,0.000005665184,0.001258221,0.000001994741,0.001611977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09660578,"threshold_uncertainty_score":0.1943493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707173047974981,"score_gpt":0.2206135883777695,"score_spread":0.1935418578980197,"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."}}