{"id":"W4226451460","doi":"10.2139/ssrn.4079321","title":"Heightened Variability Observed in Resistance and Virulence Genes Across Salmonella Kentucky Isolates from Poultry Environments in British Columbia, Canada","year":2022,"lang":"en","type":"article","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":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Virulence; Salmonella; Resistance (ecology); Biology; County government; Veterinary medicine; Geography; Gene; Genetics; Medicine; Ecology; Bacteria; Political science","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":[0.0004741211,0.0002875331,0.0004488689,0.001928507,0.003081563,0.001537404,0.0007689536,0.0004060318,0.001118279],"category_scores_gemma":[0.001486605,0.0003055411,0.0002428669,0.002818768,0.0009290595,0.0002481187,0.0008499147,0.0005433821,0.0001844742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115181,"about_ca_system_score_gemma":0.008928625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982582,"about_ca_topic_score_gemma":0.994238,"domain_scores_codex":[0.9988274,0.0001008639,0.0000775001,0.0003124166,0.0003115977,0.0003701535],"domain_scores_gemma":[0.9979041,0.0001734783,0.0002641673,0.00006204522,0.001220056,0.0003761337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000233419,0.00004852981,0.9787964,0.00004209966,0.00007339463,0.0002595438,0.003469712,0.0001331051,0.009636463,0.00008688408,0.0005517613,0.006668594],"study_design_scores_gemma":[0.00000122254,0.00001348263,0.9974113,0.000009576831,0.000008030762,0.00003884395,0.001995531,0.0000446754,0.0001615643,0.000005751293,0.0003056036,0.000004448164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971678,0.0001966049,0.0001165801,0.00006367464,0.000005750162,0.00001664389,0.000852177,0.000004944807,0.001575924],"genre_scores_gemma":[0.9981073,0.0001405034,0.0001365077,0.00005657302,0.000001796659,0.000008130763,0.0005801879,0.000005105507,0.0009638348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741803,"threshold_uncertainty_score":0.08357012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193442890352713,"score_gpt":0.1894745099177418,"score_spread":0.1802810670273891,"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."}}