{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006854216,0.003096314,0.002881104,0.0023433,0.002646139,0.007115325,0.002982527,0.00970998,0.01057338],"category_scores_gemma":[0.01703053,0.0009702233,0.002023357,0.001111108,0.002163523,0.004808119,0.001368105,0.01498291,0.01029312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554754,"about_ca_system_score_gemma":0.0033707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971028,"about_ca_topic_score_gemma":0.004634115,"domain_scores_codex":[0.9960305,0.0006374116,0.0004535383,0.0004366093,0.002200301,0.0002415275],"domain_scores_gemma":[0.9812847,0.005449078,0.0009200959,0.0004495757,0.008567286,0.003329327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000329627,0.00001050724,0.00001645453,0.0002176877,0.00001302858,0.00005610203,0.00001077231,0.00001844441,0.0000729531,0.0002554739,0.9942964,0.004999115],"study_design_scores_gemma":[0.00004450999,0.00003539837,0.0001674256,0.0003379069,0.00002927405,0.0001861911,0.00003316862,0.00009583272,0.0001021787,0.000787742,0.9981626,0.00001781061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002458291,0.004964051,0.00009212478,0.01776772,0.9761575,0.00001256294,0.00002282176,0.00003704602,0.0009214812],"genre_scores_gemma":[0.0003173595,0.007215634,0.0001124027,0.01860047,0.9664523,0.00001719144,0.00002883121,0.00004048584,0.007215297],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01057338,"threshold_uncertainty_score":0.03624904,"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."}}