{"id":"W2057125251","doi":"10.1016/j.prevetmed.2013.11.008","title":"Multiple-class antimicrobial resistance surveillance in swine Escherichia coli F4, Pasteurella multocida and Streptococcus suis isolates from Ontario and the impact of the 2004–2006 Porcine Circovirus type-2 Associated Disease outbreak","year":2013,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"","keywords":"Pasteurella multocida; Streptococcus suis; Microbiology; Outbreak; Antibiotic resistance; Biology; Escherichia coli; Antimicrobial; Virology; Bacteria; Antibiotics; Virulence; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004955,0.0002761015,0.0005573996,0.00009169953,0.0001968977,0.00002054322,0.0002056413,0.0001374693,0.001039036],"category_scores_gemma":[0.0007010443,0.0001567795,0.000112003,0.0003394708,0.001029188,0.00009628771,0.0002561764,0.0004104993,0.00001434822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416131,"about_ca_system_score_gemma":0.000187999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1015598,"about_ca_topic_score_gemma":0.01827589,"domain_scores_codex":[0.9976918,0.001021398,0.0004610007,0.0003910591,0.00006142255,0.0003733816],"domain_scores_gemma":[0.998328,0.0007462138,0.0002595439,0.0003694771,0.0002186084,0.00007820853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002730486,0.0002477893,0.5198226,0.00003857915,0.0003213452,0.000009093017,0.0006028611,0.00001174642,0.4725024,0.000004757079,0.003538719,0.0001696369],"study_design_scores_gemma":[0.007689113,0.0004200592,0.9894775,0.0003007692,0.00006751648,0.000006264107,0.00009608759,0.00006002544,0.0008261427,0.0001258363,0.0007575242,0.000173145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905652,0.006576856,0.000007923873,0.0007969211,0.0002183203,0.001367672,0.000336744,0.00001778628,0.0001125866],"genre_scores_gemma":[0.9973915,0.0004792938,0.000005739439,0.00006821926,0.00003467693,0.00005646188,0.0001519797,0.00001911801,0.001792971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716763,"threshold_uncertainty_score":0.9998742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490388336135804,"score_gpt":0.2661535349227424,"score_spread":0.2512496515613843,"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."}}