{"id":"W3040831741","doi":"10.3389/fvets.2020.00401","title":"Repeatability of a Commercially Available ELISA Test for Determining the Herd-Level Salmonella enterica subsp. enterica Serovar Dublin Status in Dairy Herds Using Bulk Milk","year":2020,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salmonella enterica; Serotype; Herd; Repeatability; Salmonella; Biology; Veterinary medicine; Food science; Animal science; Microbiology; Mathematics; Statistics; Medicine; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001595931,0.0002486673,0.0005485807,0.00006341557,0.0002576477,0.00006273799,0.001094743,0.0001035564,0.00004225527],"category_scores_gemma":[0.001144499,0.0001105677,0.0001206771,0.001528276,0.0007882948,0.0003616299,0.0004317886,0.0002083552,0.00000323898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602081,"about_ca_system_score_gemma":0.0001154147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004726103,"about_ca_topic_score_gemma":0.00005803476,"domain_scores_codex":[0.9970689,0.0002947882,0.0007280076,0.0008030333,0.0002993692,0.0008058768],"domain_scores_gemma":[0.9985715,0.0006230847,0.0002867705,0.0002165306,0.000116395,0.0001857262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003450015,0.000180121,0.8279535,0.00003479707,0.000004746537,0.00001377225,0.0006296664,0.0000427099,0.1570883,0.000002739229,0.0004905657,0.01321413],"study_design_scores_gemma":[0.000593706,0.002098057,0.9660788,0.00007049693,0.0000100663,0.00001953581,0.00127287,0.01794104,0.0007398918,0.00008394937,0.01076259,0.0003290243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972842,0.0002081392,0.0003550458,0.0008344506,0.0004674857,0.0005420953,0.0001554178,0.00002720882,0.0001260057],"genre_scores_gemma":[0.9877594,0.00007948581,0.01132182,0.0006672239,0.00008945932,0.00002813605,0.00002193372,0.000003260188,0.00002934122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563484,"threshold_uncertainty_score":0.4508822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318399305645225,"score_gpt":0.2961925464762341,"score_spread":0.1643526159117117,"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."}}