{"id":"W2025442557","doi":"10.1099/mic.0.083063-0","title":"Genetic diversity of Shiga toxin-producing Escherichia coli O157 : H7 recovered from human and food sources","year":2014,"lang":"en","type":"article","venue":"Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation; Pennsylvania State University; Public Health Agency; Public Health Agency of Canada; University of Pennsylvania","keywords":"Escherichia coli; Shiga toxin; Microbiology; Toxin; Biology; Genetic diversity; Shiga-like toxin; Genetics; Gene; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021856,0.0001732917,0.0002889458,0.00003817538,0.0002412805,0.00001143611,0.0002717453,0.0001817427,0.00002771139],"category_scores_gemma":[0.0001856605,0.000166844,0.00006621237,0.0000667116,0.0003401719,0.000002812358,0.001183522,0.0001207827,0.000003760882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001242858,"about_ca_system_score_gemma":0.00002712095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003511451,"about_ca_topic_score_gemma":0.0007076336,"domain_scores_codex":[0.9987133,0.0002180851,0.0002089096,0.0005081572,0.00004559275,0.0003060267],"domain_scores_gemma":[0.9993236,0.00004729997,0.0001196252,0.0003606341,0.00008456207,0.00006428497],"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":[0.00004216116,0.00003725953,0.07592782,0.00002396107,0.0001507305,4.217402e-7,0.0002149983,0.000005898766,0.9226336,0.00001810526,0.0006203901,0.0003246579],"study_design_scores_gemma":[0.001543719,0.002074934,0.2141956,0.00002965437,0.00007227111,0.000006929764,0.0002277557,0.00002032761,0.7539155,0.0004570291,0.02698246,0.0004737329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975559,0.0014894,0.0002166389,0.0000953057,0.00008805433,0.0001642912,0.00013078,0.00001207687,0.0002476016],"genre_scores_gemma":[0.9975006,0.0001597223,0.001665077,0.0002052368,0.0001678403,0.000008182952,0.0001091587,0.00001571061,0.0001685004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168718,"threshold_uncertainty_score":0.6803699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357584623876806,"score_gpt":0.2306343704888745,"score_spread":0.2170585242501064,"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."}}