{"id":"W1805359726","doi":"10.1155/2002/383840","title":"Verotoxigenic <i>Escherichia coli</i> (Vtec): A Major Public Health Threat in Canada","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"VTEC; Outbreak; Serotype; Disease surveillance; Typing; Public health; Microbiology; Epidemiology; Environmental health; Biology; Medicine; Escherichia coli; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004756759,0.0005233874,0.0002790305,0.001239719,0.004259897,0.002293655,0.000916853,0.0007988362,0.002802624],"category_scores_gemma":[0.001208439,0.0003052854,0.000353192,0.00219894,0.0009922374,0.0005502978,0.001108406,0.0009911625,0.0002560621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05491652,"about_ca_system_score_gemma":0.1424594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976557,"about_ca_topic_score_gemma":0.9978763,"domain_scores_codex":[0.9989367,0.00005368494,0.00004109323,0.00009844009,0.0004324727,0.0004376148],"domain_scores_gemma":[0.9970376,0.0001003891,0.0002824216,0.00002356528,0.001534752,0.001021197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005151322,0.000223688,0.8037709,0.001391248,0.0001204245,0.00321502,0.002843789,0.002088965,0.007127313,0.002712051,0.03606343,0.1399281],"study_design_scores_gemma":[0.00004801631,0.0002115423,0.9379486,0.0006066049,0.00008864764,0.0007952332,0.005689986,0.002268988,0.001056462,0.0004427072,0.05076715,0.00007601389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684545,0.04661143,0.002096067,0.02856549,0.0004249694,0.0004097148,0.008169608,0.0002648463,0.04500344],"genre_scores_gemma":[0.9651847,0.01893353,0.00217364,0.002731877,0.00005766778,0.00003239018,0.002778135,0.00003367218,0.008074393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05491652,"threshold_uncertainty_score":0.3984491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679506103222508,"score_gpt":0.2250740186473747,"score_spread":0.2153945125441522,"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."}}