{"id":"W2122047880","doi":"10.1093/infdis/jiu400","title":"The Worst of Both Worlds: Examining the Hypervirulence of the Shigatoxigenic/Enteroaggregative Escherichia coli O104:H4","year":2014,"lang":"en","type":"letter","venue":"The Journal of Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Enteroaggregative Escherichia coli; Outbreak; Escherichia coli; Microbiology; Biology; Geography; Enterobacteriaceae; Virology","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":[0.001761553,0.0004188939,0.0004336495,0.0002901968,0.001587365,0.001741983,0.0008171842,0.01364852,0.00187906],"category_scores_gemma":[0.009318192,0.0003891124,0.0003625123,0.000256056,0.001281653,0.001512977,0.000567614,0.009426578,0.001147444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589757,"about_ca_system_score_gemma":0.0006989983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266002,"about_ca_topic_score_gemma":0.003346913,"domain_scores_codex":[0.9986577,0.0006430675,0.0001326549,0.0001640001,0.0002231301,0.0001794855],"domain_scores_gemma":[0.996557,0.001917772,0.0002702188,0.0001656714,0.0004633692,0.0006260495],"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":[0.0009858344,0.0005336554,0.04952218,0.0002643933,0.0001287695,0.1512844,0.003056032,0.0003603463,0.006708502,0.005273383,0.716867,0.06501558],"study_design_scores_gemma":[0.0004125002,0.001579941,0.06164565,0.0004894446,0.0002080451,0.177501,0.01196191,0.002232936,0.005570668,0.02841844,0.7097185,0.0002609625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03045139,0.002731782,0.0003304333,0.9489338,0.01073987,0.00003607143,0.00006671973,0.0000507022,0.006659219],"genre_scores_gemma":[0.1490671,0.002897023,0.000893997,0.8053306,0.03486336,0.00003425316,0.00004395232,0.00002699418,0.006842659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01364852,"threshold_uncertainty_score":0.01153457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478926383559623,"score_gpt":0.2557048798692777,"score_spread":0.2409156160336815,"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."}}