{"id":"W4402697132","doi":"10.1016/j.foodres.2024.115105","title":"Hydrolysis probe assays for the detection of pathogenic Enterohemorrhagic Escherichia coli: Multi-Country validation study","year":2024,"lang":"en","type":"article","venue":"Food Research International","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Meath Foundation; Florida State University; Foundation for Meat and Poultry Research and Education; U.S. Department of Agriculture","keywords":"Escherichia coli; Hydrolysis; Chemistry; Pathogenic Escherichia coli; Microbiology; Food science; Chromatography; Biology; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008232146,0.002003565,0.001264453,0.001660184,0.0006317683,0.0008739816,0.001002879,0.00152819,0.0005915962],"category_scores_gemma":[0.008298494,0.0008260196,0.001271599,0.002152272,0.0008451963,0.0005148197,0.001306476,0.001057984,0.0005419713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006631511,"about_ca_system_score_gemma":0.0009654812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004903209,"about_ca_topic_score_gemma":0.006011813,"domain_scores_codex":[0.9901237,0.004654724,0.00102276,0.001744539,0.001934083,0.0005202531],"domain_scores_gemma":[0.9918625,0.00226207,0.001199301,0.001287186,0.003203498,0.0001855053],"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":[0.001299615,0.002104117,0.1114541,0.000531546,0.0007118626,0.0002646562,0.001218024,0.008042533,0.8400077,0.0002504205,0.0003140287,0.03380143],"study_design_scores_gemma":[0.0002563864,0.01492589,0.192666,0.0001514467,0.001385258,0.001987805,0.001296544,0.01379743,0.7658786,0.0001494495,0.00731752,0.0001877409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349075,0.0007740305,0.06048769,0.00008482945,0.00005094893,0.0009494828,0.001224531,0.0001802335,0.001340795],"genre_scores_gemma":[0.8716947,0.001044168,0.1173548,0.0002036488,0.00002094826,0.001438221,0.006864048,0.00008614807,0.001293233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008232146,"threshold_uncertainty_score":0.04353625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524146877156313,"score_gpt":0.3724155928513932,"score_spread":0.3171741240798301,"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."}}