{"id":"W2067024690","doi":"10.1503/cmaj.060053","title":">E. coli -- sporadic case or an outbreak?","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Outbreak; Tragedy (event); Escherichia coli; Data science; World Wide Web; Medicine; Computer science; Internet privacy; Virology; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001740593,0.0002454944,0.0003728781,0.001345295,0.0006207828,0.001735507,0.0005847592,0.00305591,0.007517786],"category_scores_gemma":[0.01188522,0.0001268781,0.0001233795,0.001578484,0.002634412,0.002860731,0.0005147495,0.00131758,0.001675611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403445,"about_ca_system_score_gemma":0.001005267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029516,"about_ca_topic_score_gemma":0.00972611,"domain_scores_codex":[0.9990954,0.0003669307,0.000126144,0.0001358128,0.0001835062,0.00009211165],"domain_scores_gemma":[0.9958867,0.001742208,0.001190454,0.0001070446,0.0005204519,0.0005531661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0007193057,0.0001531879,0.3122714,0.002101041,0.00008581685,0.01839632,0.002113068,0.0003357385,0.0008438536,0.03856104,0.3356351,0.2887841],"study_design_scores_gemma":[0.0001586974,0.0007242526,0.2971741,0.0078403,0.0002604667,0.134088,0.02722762,0.00323097,0.0008719714,0.1257373,0.4024856,0.000200696],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.107153,0.1123887,0.003508558,0.6913967,0.01067492,0.00006822527,0.001302646,0.0001674879,0.07333978],"genre_scores_gemma":[0.7876868,0.06158586,0.002492717,0.1133225,0.02221029,0.00004971867,0.0003989159,0.00008816339,0.01216518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01029516,"threshold_uncertainty_score":0.02514952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008609950788848573,"score_gpt":0.2655564578001312,"score_spread":0.2569465070112826,"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."}}