{"id":"W2147441041","doi":"10.1017/s0950268811002548","title":"Integrated surveillance and potential sources of <i>Salmonella</i> Enteritidis in human cases in Canada from 2003 to 2009","year":2011,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Salmonella enteritidis; Salmonella; Phage typing; Biology; Environmental health; Microbiology; Veterinary medicine; Medicine; Serotype; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0006926938,0.0001258281,0.0004393265,0.00003003471,0.00005129332,0.00000215203,0.00005634401,0.0001328675,0.0001295127],"category_scores_gemma":[0.0006049728,0.00006254944,0.00002126328,0.0002398861,0.00008557792,0.00005104856,0.00004200214,0.000139649,0.000001115884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003679989,"about_ca_system_score_gemma":0.00001829909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698324,"about_ca_topic_score_gemma":0.9704248,"domain_scores_codex":[0.9982156,0.0007325803,0.0004594803,0.0003067386,0.00002791333,0.0002576899],"domain_scores_gemma":[0.9991878,0.0005285438,0.0001259349,0.00004128904,0.00003488191,0.00008152632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006591999,0.00002617146,0.9802784,0.000003043163,0.00000606051,0.00001202716,0.00005170445,0.000009134794,0.01090322,0.00003373105,0.0002830169,0.008327538],"study_design_scores_gemma":[0.0001242588,0.0002142213,0.9974216,0.00002041459,0.000003235309,0.00002488615,0.0001235898,0.00004349767,0.0006938986,0.0007393202,0.0004842022,0.000106869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985741,0.0007789748,0.000009039036,0.0002039176,0.0001426095,0.0001191897,0.00005442504,0.000009820706,0.0001078679],"genre_scores_gemma":[0.9986343,0.0006865158,0.00004022494,0.000521399,0.0000460476,0.00001130832,0.00005054198,8.323436e-7,0.000008824205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714318,"threshold_uncertainty_score":0.2550692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472622477532772,"score_gpt":0.2361739553064395,"score_spread":0.2014477305311118,"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."}}