{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008447604,0.0004980032,0.0005038226,0.001230882,0.0002506757,0.0006812782,0.0005710756,0.0008649,0.0004154932],"category_scores_gemma":[0.02207074,0.0005224626,0.0005973658,0.0002908552,0.0005368011,0.0005552579,0.0007848192,0.0005141314,0.0002332223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957213,"about_ca_system_score_gemma":0.0004260576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222307,"about_ca_topic_score_gemma":0.001378581,"domain_scores_codex":[0.9948249,0.003014021,0.0004108631,0.0006237658,0.0008815575,0.0002448883],"domain_scores_gemma":[0.9788301,0.01616841,0.002649561,0.0007381416,0.001297737,0.0003160639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002387477,0.000230796,0.7952711,0.0003115186,0.0006155405,0.000151372,0.0004622567,0.02007694,0.1109153,0.0005788797,0.0001374509,0.06886136],"study_design_scores_gemma":[0.00008311758,0.001970537,0.6614066,0.0001554493,0.0007365724,0.001257535,0.0004579968,0.2797373,0.05225529,0.001068366,0.0007472914,0.0001238447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772131,0.0004230259,0.02177531,0.00002873878,0.000003824141,0.00001411826,0.00006630465,0.00002245736,0.000453182],"genre_scores_gemma":[0.9886263,0.0001112006,0.01096559,0.00001358706,0.000006382127,0.00001298075,0.0001843228,0.000004934657,0.00007474279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008447604,"threshold_uncertainty_score":0.04467571,"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."}}