{"id":"W2313966281","doi":"10.5740/jaoacint.15-0228","title":"Validation of FoodChek™ - Salmonella for Rapid Detection of Salmonella in Eggs, Derivative Products, and the Environment","year":2016,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"FoodChek Systems (Canada)","funders":"Public Health Agency of Canada","keywords":"Salmonella; Chromatography; Food science; Biology; Microbiology; Chemistry; Bacteria","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":[0.004229163,0.001141846,0.0005507011,0.001074822,0.0004673915,0.0005390217,0.0008545161,0.0009284035,0.0007625449],"category_scores_gemma":[0.00375642,0.0005423498,0.0005830981,0.0006132898,0.0006587241,0.0004156091,0.0008469042,0.0004223418,0.0008995145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309118,"about_ca_system_score_gemma":0.0008078911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829114,"about_ca_topic_score_gemma":0.004366705,"domain_scores_codex":[0.9942614,0.001844869,0.000408915,0.0007958137,0.002398443,0.0002905905],"domain_scores_gemma":[0.9980587,0.0005278541,0.0002392483,0.0001708413,0.0009074284,0.00009585301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007760974,0.0004961281,0.02754878,0.0003230633,0.0000585517,0.0001088923,0.0004158974,0.0007954899,0.9462155,0.000155919,0.0002021199,0.02290363],"study_design_scores_gemma":[0.00007107717,0.00726071,0.04107896,0.0001097146,0.0001617272,0.0009398643,0.0003140154,0.008063441,0.9372548,0.00009016688,0.004581466,0.00007410986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449176,0.001352692,0.04898513,0.0001575506,0.0001474998,0.0009062789,0.0009759832,0.0002812144,0.002276168],"genre_scores_gemma":[0.8926503,0.001073495,0.100039,0.0001270317,0.00003795149,0.000673834,0.00200148,0.00004945405,0.003347419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004229163,"threshold_uncertainty_score":0.02236617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015629688529562,"score_gpt":0.2363298310269856,"score_spread":0.21617353414169,"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."}}