{"id":"W3006907207","doi":"10.1093/jaoacint/qsaa026","title":"Validation of a Modified Version of Actero™ Salmonella Enrichment Media for Rapid Detection of <i>Salmonella</i> spp. in Environmental and Food Samples","year":2020,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"FoodChek Systems (Canada)","funders":"U.S. Food and Drug Administration","keywords":"Salmonella; Food science; Biology; Microbiology; Chemistry; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00282013,0.00144131,0.0006669276,0.001074277,0.0003835934,0.0007830425,0.001297609,0.0009706934,0.0007240936],"category_scores_gemma":[0.003455234,0.0004703063,0.0008253508,0.0007288137,0.0006565296,0.0004499633,0.0009248816,0.000627508,0.0007284283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069789,"about_ca_system_score_gemma":0.00067476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336565,"about_ca_topic_score_gemma":0.00346893,"domain_scores_codex":[0.9944674,0.001102061,0.0006133522,0.0008907858,0.00268884,0.0002375131],"domain_scores_gemma":[0.9973769,0.0004995437,0.0006108426,0.0002821911,0.001125293,0.0001052319],"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":[0.0003450856,0.0001990547,0.005794717,0.0001912064,0.00003200611,0.00006185976,0.0001135511,0.0002257496,0.9867814,0.00003251915,0.00008618177,0.006136584],"study_design_scores_gemma":[0.00001448197,0.002188089,0.01244536,0.00005231151,0.0001003328,0.0004322358,0.0001022198,0.001364048,0.9814343,0.00001771566,0.001818465,0.00003026461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959273,0.001434681,0.03495256,0.0001925308,0.0001602941,0.0006007153,0.001820193,0.0004065357,0.001159449],"genre_scores_gemma":[0.8301795,0.001748155,0.1557412,0.0002597941,0.00006671734,0.0009343131,0.007531683,0.0001489575,0.003389667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282013,"threshold_uncertainty_score":0.01491445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349688536254731,"score_gpt":0.2261664813447213,"score_spread":0.192669595982174,"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."}}