{"id":"W2902060433","doi":"10.1017/s0950268818003114","title":"Self-reported risk factors for having <i>Escherichia coli</i> sequence type 131 or its <i>H</i>30 subclone among US Veterans with a clinical <i>E. coli</i> isolate","year":2018,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Escherichia coli; Residence; Medicine; Microbiology; Biology; Environmental health; Gene; Internal medicine; Genetics; Demography","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":[0.0002744607,0.000146023,0.0001311395,0.0003178304,0.0002117725,0.0003296197,0.0001700622,0.0003543313,0.001477045],"category_scores_gemma":[0.001210771,0.0001705015,0.0002600751,0.0004184624,0.0001693058,0.0002582944,0.0002117821,0.0003074724,0.0001549574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874295,"about_ca_system_score_gemma":0.0002498321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753451,"about_ca_topic_score_gemma":0.02594217,"domain_scores_codex":[0.9998153,0.0000480824,0.00002309339,0.00003565185,0.00003134701,0.00004654252],"domain_scores_gemma":[0.9992328,0.0001119566,0.0003875646,0.00004094793,0.00007311671,0.0001536248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001696145,0.00002109002,0.9995639,0.00000198248,0.000008935775,0.00001362616,0.00003075628,0.00001054678,0.00006703525,0.000004229959,0.00003477793,0.0002261907],"study_design_scores_gemma":[0.000001050131,0.00004900072,0.9995785,0.000003136092,0.000005913493,0.0000566884,0.0001663437,0.00004477281,0.00002503122,0.000004863337,0.00006336188,0.000001192879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994062,0.00005969268,0.00001940384,0.00002467093,0.000002487034,0.000003699261,0.0002621583,0.000001174645,0.0002204925],"genre_scores_gemma":[0.9995474,0.00004542683,0.00002989638,0.00001781905,0.000004848316,0.000003029035,0.0001915977,5.481545e-7,0.0001592706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753451,"threshold_uncertainty_score":0.0348649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07436465821160244,"score_gpt":0.3724448325843589,"score_spread":0.2980801743727565,"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."}}