{"id":"W7075721154","doi":"","title":"Verotoxigenic Escherichia coli (VTEC): A major public health threat in Canada","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"VTEC; Outbreak; Serotype; Public health; Epidemiology; Transmission (telecommunications); Typing; Disease surveillance; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004438338,0.0005053248,0.0002633068,0.001285446,0.003921691,0.001897919,0.0008564823,0.0008787815,0.002293671],"category_scores_gemma":[0.001204902,0.0002567809,0.0003154321,0.002498103,0.0009123007,0.0005244144,0.001128288,0.0009674523,0.0002232303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04870679,"about_ca_system_score_gemma":0.1373447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970216,"about_ca_topic_score_gemma":0.9971016,"domain_scores_codex":[0.9990086,0.00004627672,0.00003894231,0.00008487438,0.0004302137,0.0003911367],"domain_scores_gemma":[0.9971632,0.00009187558,0.0002531382,0.00002136184,0.00146032,0.001010022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004352382,0.0002220529,0.8095891,0.001177905,0.00009534615,0.003545883,0.002616247,0.00168502,0.006139518,0.00235063,0.03147664,0.1406664],"study_design_scores_gemma":[0.00004007294,0.0002121337,0.9405911,0.0005255932,0.00007498923,0.0009368073,0.005766356,0.001823943,0.0008247066,0.0004152691,0.04871833,0.00007070829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720244,0.04857054,0.001791729,0.02849567,0.0004322644,0.0004353035,0.007079086,0.0002261707,0.04094483],"genre_scores_gemma":[0.9663494,0.0201403,0.001731513,0.0027308,0.00006059809,0.00003049953,0.002460688,0.00002447163,0.0064718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04870679,"threshold_uncertainty_score":0.3533941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540803057058001,"score_gpt":0.1916329612295086,"score_spread":0.1762249306589286,"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."}}