{"id":"W2328254471","doi":"10.1089/fpd.2015.2099","title":"Biofilm Formation, Virulence Gene Profiles, and Antimicrobial Resistance of Nine Serogroups of Non-O157 Shiga Toxin–Producing <i>Escherichia coli</i>","year":2016,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Public Health Agency of Canada","keywords":"Microbiology; Virulence; Biofilm; Escherichia coli; Tetracycline; Biology; Antibiotic resistance; STX2; Antimicrobial; Genotype; Ampicillin; Shiga toxin; Gene; Bacteria; Antibiotics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002307494,0.000184588,0.0002410802,0.00004423247,0.00009850108,0.00001339188,0.0001289742,0.00006776868,0.000005535766],"category_scores_gemma":[0.0003128684,0.0001406826,0.00006283323,0.0001486007,0.0003046911,0.00001873596,0.0002376333,0.00004422434,6.953267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008182986,"about_ca_system_score_gemma":0.0001282015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008794118,"about_ca_topic_score_gemma":0.00002180349,"domain_scores_codex":[0.9987795,0.00006364549,0.0003109122,0.0004147124,0.0001588001,0.0002723931],"domain_scores_gemma":[0.9989734,0.00002198592,0.0001678064,0.0003694513,0.0002309588,0.0002364517],"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":[0.000519678,0.0001019857,0.01463794,0.0004252212,0.0000465026,0.000004468782,0.00006571443,0.000001426476,0.9825031,0.00004263578,0.001078176,0.0005731829],"study_design_scores_gemma":[0.001065405,0.0002802966,0.09148253,0.0001876357,0.00005659175,0.000002123593,0.00004849085,0.00002948617,0.9055033,0.00004505446,0.001058099,0.0002410161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992903,0.004215091,0.001164247,0.000334827,0.00003184454,0.0003532738,0.0009008558,0.000008566602,0.0000883141],"genre_scores_gemma":[0.99353,0.002637501,0.00331416,0.0001253196,0.00008482578,0.00004250275,0.00004893642,0.00001944216,0.0001973272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0769998,"threshold_uncertainty_score":0.5736871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008524510674516976,"score_gpt":0.2305040687931778,"score_spread":0.2219795581186608,"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."}}