{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002851953,0.0001856411,0.0002274984,0.0007779867,0.0001447903,0.0003575785,0.0001212873,0.0002854221,0.0007279789],"category_scores_gemma":[0.0007765109,0.0001159975,0.0001189911,0.0004330978,0.0002195854,0.0001522082,0.0002191232,0.0001348601,0.0001620379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000869448,"about_ca_system_score_gemma":0.0001005239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009492144,"about_ca_topic_score_gemma":0.0009130991,"domain_scores_codex":[0.999728,0.00007621037,0.00002125505,0.00006620552,0.00005942661,0.00004884683],"domain_scores_gemma":[0.9995974,0.0001132403,0.0001102992,0.00002721532,0.00008573457,0.00006620734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126677,0.00002921626,0.9885792,0.00001552195,0.00003338056,0.0001481185,0.0002150259,0.00003621308,0.008131368,0.0000167982,0.00002418296,0.002644386],"study_design_scores_gemma":[0.000002888746,0.0002003953,0.9974591,0.000006800609,0.0000170731,0.000685016,0.0004632753,0.0001280908,0.0008761514,0.00002256151,0.0001348713,0.000003914146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997533,0.00007001034,0.00007027772,0.000003742978,6.501418e-7,0.000001491862,0.00003524795,6.219252e-7,0.00006471675],"genre_scores_gemma":[0.9996222,0.00006382121,0.0001048074,0.000007334082,0.000002571715,0.000001870351,0.0001291615,8.833157e-7,0.00006729642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009492144,"threshold_uncertainty_score":0.002435327,"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."}}