{"id":"W4313435953","doi":"10.1017/s0950268822001509","title":"Integrated surveillance of extended-spectrum beta-lactamase (ESBL)-producing <i>Salmonella</i> and <i>Escherichia coli</i> from humans and animal species raised for human consumption in Canada from 2012 to 2017","year":2022,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Beta-lactamase; Genotype; Antibiotic resistance; Escherichia coli; Biology; Salmonella; Polymerase chain reaction; Microbiology; Antimicrobial; Antibiotics; Veterinary medicine; Gene; Bacteria; Medicine; Genetics","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":[0.0003394244,0.0005050239,0.0003059451,0.001956968,0.0012643,0.0009613489,0.000672281,0.0002488263,0.0007842003],"category_scores_gemma":[0.0006723134,0.0002621863,0.0004447758,0.003206603,0.000474972,0.0002417933,0.0006236227,0.0004121164,0.0001207027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01778747,"about_ca_system_score_gemma":0.02540236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861481,"about_ca_topic_score_gemma":0.9916154,"domain_scores_codex":[0.9994274,0.00002013685,0.00003059118,0.00008267767,0.000262725,0.0001764737],"domain_scores_gemma":[0.9981336,0.0000363476,0.0002687925,0.00002126651,0.001207171,0.000332893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002063675,0.00003692964,0.9799675,0.0001869417,0.00008994494,0.0004240785,0.0008005334,0.0002812398,0.003667777,0.00007529895,0.001291825,0.01297159],"study_design_scores_gemma":[0.000004560409,0.00005632915,0.9955311,0.00005897521,0.00004289397,0.0002223232,0.001010456,0.0002875389,0.0008831636,0.000007387592,0.001886469,0.000008756901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871123,0.001468137,0.000243251,0.0001578228,0.0000114247,0.0000747217,0.008695954,0.00003423851,0.002202038],"genre_scores_gemma":[0.9907924,0.001479277,0.0008268244,0.0001156883,0.000007686679,0.00001897809,0.005551016,0.0000074672,0.001200739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01778747,"threshold_uncertainty_score":0.1290578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795364028127396,"score_gpt":0.2720036466598425,"score_spread":0.2440500063785686,"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."}}