{"id":"W2011174961","doi":"10.1128/jcm.00307-13","title":"Molecular and Antimicrobial Susceptibility Analyses Distinguish Clinical from Bovine Escherichia coli O157 Strains","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Saskatchewan Disease Control Laboratory; University of Saskatchewan","funders":"Health Canada; Public Health Agency of Canada","keywords":"Biology; Virulence; Microbiology; Escherichia coli; Colicin; Population; Genotype; Genetics; Tetracycline; Molecular epidemiology; Lineage (genetic); Antibiotic resistance; Antimicrobial; Gene; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005587435,0.0002936664,0.0002006876,0.0008090995,0.0003344105,0.0004621941,0.0002415426,0.0003707142,0.0007199942],"category_scores_gemma":[0.001124726,0.0002572568,0.0001435389,0.0007658026,0.0004285586,0.0001494329,0.0002919125,0.0003051243,0.0001607592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006767472,"about_ca_system_score_gemma":0.0004879794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04456225,"about_ca_topic_score_gemma":0.07292235,"domain_scores_codex":[0.9995165,0.0001004915,0.00002929297,0.0001504504,0.00009556461,0.0001076789],"domain_scores_gemma":[0.9993622,0.000116823,0.0001463892,0.0000567116,0.0001883222,0.0001295465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001868892,0.00007511251,0.9808065,0.000008561466,0.0000297689,0.00009769816,0.0002939736,0.00005401026,0.01591156,0.00002000214,0.00004694118,0.002469],"study_design_scores_gemma":[0.000005499988,0.0001664202,0.9984029,0.000003959616,0.00001173384,0.0003541416,0.0002349172,0.0001201523,0.0005557563,0.0000109899,0.000130703,0.000002903771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997374,0.0000446701,0.00008156537,0.000003800432,5.958152e-7,0.000003224192,0.00004986799,8.573825e-7,0.00007796966],"genre_scores_gemma":[0.9993082,0.00006447035,0.0002004766,0.0000133778,0.000001863127,0.000003386049,0.0002629652,0.000001126439,0.0001441381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04456225,"threshold_uncertainty_score":0.08860576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0681446190528189,"score_gpt":0.4219180880845696,"score_spread":0.3537734690317507,"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."}}