{"id":"W4391613516","doi":"10.3390/microorganisms12020344","title":"The Science of Shiga Toxin-Producing (Verotoxin-Producing) Escherichia coli (STEC): An Ongoing One Health Journey toward Improved Health and Food Safety—Editorial Summary","year":2024,"lang":"en","type":"editorial","venue":"Microorganisms","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"VTEC; Escherichia coli; Shiga toxin; Toxin; Food safety; Microbiology; Shiga-like toxin; Pathogen; Foodborne pathogen; Biology; Bacteria; Food science; Gene; Genetics; Listeria monocytogenes","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006755953,0.0007708151,0.00112864,0.000209413,0.001671892,0.0005524661,0.001551392,0.0006684776,0.000003680451],"category_scores_gemma":[0.004304238,0.000656668,0.0001844659,0.0008009711,0.001251731,0.00003877604,0.002172792,0.001891026,0.00000418538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102544,"about_ca_system_score_gemma":0.01236923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009033866,"about_ca_topic_score_gemma":0.001116492,"domain_scores_codex":[0.9927469,0.0005195276,0.001271282,0.002262385,0.001602318,0.001597533],"domain_scores_gemma":[0.99547,0.0002445079,0.0008546843,0.001652624,0.001056705,0.0007214399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002332064,0.00009400582,0.000005158986,0.0007934234,0.0002048377,9.141803e-7,0.001322009,0.000001316852,0.5623984,0.00001645849,0.4342843,0.0006459045],"study_design_scores_gemma":[0.001540956,0.008538231,0.00007521385,0.000850964,0.00007442914,0.00000631552,0.001524721,0.00001881968,0.2644672,0.0001276618,0.7217647,0.001010784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07015439,0.03719195,0.000135761,0.003523522,0.8853602,0.002727426,0.000727881,0.0001109434,0.00006789814],"genre_scores_gemma":[0.01973611,0.0173798,0.002985968,0.0002772934,0.9579959,0.0001250306,0.0004407837,0.0003051005,0.0007540095],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2979312,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670210221130276,"score_gpt":0.2987233710958812,"score_spread":0.2820212688845785,"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."}}