{"id":"W2538294284","doi":"10.1093/cid/ciw708","title":"Emerging Public Health Challenges of Shiga Toxin–Producing<i>Escherichia coli</i>Related to Changes in the Pathogen, the Population, and the Environment","year":2016,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Environmental health; Outbreak; Population; Shiga toxin; Medicine; Public health; Pathogen; Escherichia coli; Biology; Immunology; 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":[0.0009807345,0.0008328457,0.001220925,0.002890758,0.0003316025,0.001194777,0.000955254,0.001560565,0.003630465],"category_scores_gemma":[0.001542478,0.0003185163,0.0005746139,0.002498393,0.0006298249,0.001804192,0.0008739958,0.001510269,0.001624469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008570731,"about_ca_system_score_gemma":0.002219555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515133,"about_ca_topic_score_gemma":0.002517951,"domain_scores_codex":[0.9996966,0.00005195594,0.00005503164,0.00004938889,0.0001127747,0.00003424144],"domain_scores_gemma":[0.9991455,0.0003511018,0.0001229341,0.00002293154,0.0002697713,0.00008772621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006424158,0.00005908444,0.0002518375,0.02463412,0.0000796766,0.0001862616,0.00008223897,0.0002797107,0.001015178,0.003648736,0.03852604,0.9311729],"study_design_scores_gemma":[0.0000104239,0.00007650486,0.0007890765,0.007224147,0.00009225283,0.0009326731,0.0001128488,0.0000470817,0.0002762539,0.001526088,0.9888936,0.00001912569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008013235,0.9984549,0.00005853714,0.0005100673,0.000259534,0.000003355408,0.00001386139,0.000005588965,0.0006140628],"genre_scores_gemma":[0.0003466887,0.9989636,0.00008841763,0.0001959688,0.0001225411,0.000003209454,0.00001721012,8.331883e-7,0.0002614384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003630465,"threshold_uncertainty_score":0.0121451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680706746283396,"score_gpt":0.3876676994527873,"score_spread":0.3195970248244477,"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."}}