{"id":"W3211770952","doi":"10.4315/jfp-21-273","title":"Virulence Genotype and Phenotype of Multiple Antimicrobial-Resistant Escherichia coli Isolates from Broilers Assessed from a “One-Health” Perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Public Health Agency of Canada; University of British Columbia; Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"","keywords":"Virulence; Genotype; Escherichia coli; Phenotype; Perspective (graphical); Enterobacteriaceae; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475478,0.0001379317,0.000319517,0.00005257919,0.0001243794,0.00003411138,0.0001138214,0.0001184479,0.00001218275],"category_scores_gemma":[0.0007330419,0.0001334877,0.00009782558,0.0001864739,0.000088512,0.00001752203,0.0001064382,0.0002735192,6.834005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007552297,"about_ca_system_score_gemma":0.0004398867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079755,"about_ca_topic_score_gemma":0.0008989106,"domain_scores_codex":[0.9987497,0.0002434469,0.0003710365,0.000259006,0.0001932089,0.000183592],"domain_scores_gemma":[0.9983822,0.00005212794,0.0004816874,0.0001738069,0.0008202213,0.00008992453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001033742,0.0001681844,0.0004569619,0.00004583181,0.0005014906,0.000002876665,0.0004264528,0.00003294281,0.9963459,0.000011311,0.00008186516,0.0008924247],"study_design_scores_gemma":[0.001366794,0.002202624,0.03972388,0.0001646045,0.0000572845,0.000005414543,0.001257193,0.0001591367,0.9538988,0.0004833196,0.000517271,0.0001636906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850392,0.009245979,0.004484472,0.0007409081,0.0001416767,0.0002355316,0.00007281794,0.000004948483,0.00003443676],"genre_scores_gemma":[0.9901522,0.001694261,0.007788204,0.00008930211,0.0002286208,0.000007891052,0.000008137112,0.00001781137,0.00001360031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04244713,"threshold_uncertainty_score":0.5443469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281665675086795,"score_gpt":0.2709234714430092,"score_spread":0.2481068146921413,"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."}}