{"id":"W2133815163","doi":"10.1111/j.1863-2378.2007.01096.x","title":"Estimation of the Diagnostic Accuracy of the<i>invA</i>‐gene‐based PCR Technique and a Bacteriological Culture for the Detection of<i>Salmonella</i>spp. in Caecal Content from Slaughtered Pigs using Bayesian Analysis","year":2008,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Salmonella; Biology; Rappaport; Serotype; Brilliant green; Tetrathionate; Bacteriology; Microbiology; Microbiological culture; Polymerase chain reaction; Feces; Shigella; Veterinary medicine; Food science; Bacteria; Gene; Chemistry; Medicine","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":[0.0005679293,0.0001247938,0.0004143539,0.00002236735,0.0002383062,0.00001279339,0.0001925465,0.000136579,0.00001058856],"category_scores_gemma":[0.0008764394,0.00003734196,0.0001633008,0.0004998377,0.0002594033,0.00006056864,0.00006408148,0.0001190439,3.725566e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002566387,"about_ca_system_score_gemma":0.00005226192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00781211,"about_ca_topic_score_gemma":0.00302385,"domain_scores_codex":[0.9984486,0.000492495,0.0005112509,0.0002286377,0.0001021013,0.0002169904],"domain_scores_gemma":[0.9970684,0.002194721,0.0004838371,0.0001154622,0.000070294,0.00006725836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002416,0.0002035506,0.8094388,0.00005672535,0.0001035921,4.622397e-7,0.0006557868,0.0002511701,0.1322303,0.00006912763,0.00002477159,0.05686556],"study_design_scores_gemma":[0.0001986797,0.0002122736,0.9867685,0.00003413989,0.00005137831,0.00001115809,0.000274067,0.007394515,0.004501757,0.0002780237,0.0002013146,0.00007422399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921242,0.0009536899,0.003574913,0.002425123,0.00005390578,0.0006747487,0.0001833862,0.000007488661,0.000002543184],"genre_scores_gemma":[0.9987262,0.0003906804,0.0003826548,0.0003877988,0.00003701596,0.00004049664,0.00003203485,0.000001102035,0.000002014345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773297,"threshold_uncertainty_score":0.998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410293291771622,"score_gpt":0.2802040954018549,"score_spread":0.1861011624841387,"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."}}