{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002680154,0.000152987,0.000329063,0.0001274162,0.000139,0.00001966336,0.000206908,0.000119228,0.0002516352],"category_scores_gemma":[0.0007609903,0.0001324017,0.00007315962,0.0001759944,0.0002671037,0.000006130358,0.00005068998,0.0002965103,0.000001598602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250057,"about_ca_system_score_gemma":0.009565292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5884084,"about_ca_topic_score_gemma":0.9865523,"domain_scores_codex":[0.998487,0.0002144872,0.0003678331,0.0002052003,0.00009657287,0.0006289039],"domain_scores_gemma":[0.997936,0.00004336716,0.0001307889,0.0001309912,0.0001206076,0.001638265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005709589,0.0002088354,0.8812956,0.0001515874,0.0004710406,0.0007201176,0.0002184086,0.000008370227,0.0178021,0.0001048628,0.07831232,0.02064969],"study_design_scores_gemma":[0.008477679,0.003631325,0.2312362,0.0002939558,0.00006711206,0.002955308,0.0009357595,0.0001198907,0.0004587597,0.0001327043,0.7506692,0.001022121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676344,0.02667,0.0000327706,0.00494113,0.0002955251,0.0001704295,0.00007758577,0.000002301631,0.000175852],"genre_scores_gemma":[0.9912122,0.003701758,0.00001405675,0.004813438,0.0001684465,0.00001261648,0.00001338676,0.00001350831,0.00005059091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6723568,"threshold_uncertainty_score":0.9960496,"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."}}