{"id":"W2159135635","doi":"10.1093/ndt/gfn125","title":"Environmental prevention of human disease from verocytotoxin-producing Escherichia coli","year":2008,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Verocytotoxin; VTEC; Medicine; Disease; Intensive care medicine; Escherichia coli; Human disease; Transmission (telecommunications); Environmental health; Internal medicine; Biology","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":[0.0004629417,0.0007009883,0.001020054,0.001493287,0.0002333978,0.0006900882,0.0005956137,0.00102907,0.002302011],"category_scores_gemma":[0.0006705869,0.0001885814,0.0002481063,0.001659303,0.0003718887,0.0009305962,0.0003727086,0.0007540664,0.002103333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231917,"about_ca_system_score_gemma":0.0007885566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008626399,"about_ca_topic_score_gemma":0.001349493,"domain_scores_codex":[0.999831,0.00003678144,0.0000215448,0.00002243013,0.00007408707,0.00001403801],"domain_scores_gemma":[0.9997467,0.0001089961,0.0000364812,0.000009512099,0.00007139519,0.00002684005],"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":[0.00007555609,0.00008286587,0.0002772042,0.01286758,0.00006188246,0.0003717403,0.00006349549,0.0002837435,0.002716202,0.002155284,0.02582194,0.9552225],"study_design_scores_gemma":[0.0000205676,0.0001352399,0.001683276,0.003065362,0.00006594079,0.001746806,0.00008130814,0.00005089414,0.0009387873,0.001010439,0.9911875,0.00001398707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002806683,0.9976341,0.0001300525,0.0002604568,0.0002516441,0.000004372884,0.00001093425,0.000008121863,0.001419674],"genre_scores_gemma":[0.0007014332,0.9983783,0.0001467799,0.0001155874,0.0001021392,0.000004768008,0.00001212232,8.156665e-7,0.0005381043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002302011,"threshold_uncertainty_score":0.007701039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338125547920126,"score_gpt":0.3037193189131138,"score_spread":0.2803380634339125,"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."}}