{"id":"W2111704428","doi":"10.1128/jcm.05211-11","title":"Prevalence of Shiga Toxin-Producing Escherichia coli as Detected by Enzyme-Linked Immunoassays and Real-Time PCR during the Summer Months in Northern Alberta, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Escherichia coli; Microbiology; Enterobacteriaceae; Toxin; Diarrhea; Shiga toxin; Feces; Shiga-like toxin; Biology; Medicine; Internal medicine; Gene; Biochemistry","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":[0.00125565,0.0001844059,0.0005221668,0.00003080065,0.00006872594,0.000005980051,0.0004499178,0.0002299023,0.0000448887],"category_scores_gemma":[0.002531396,0.0001294949,0.0001274074,0.000108564,0.0003999339,0.00000767371,0.0003300024,0.0004825377,0.000001667119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003793512,"about_ca_system_score_gemma":0.0006454883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08768672,"about_ca_topic_score_gemma":0.3551258,"domain_scores_codex":[0.9974753,0.0006350754,0.001141283,0.0003146293,0.00008537823,0.0003483763],"domain_scores_gemma":[0.9981731,0.000432139,0.0006972135,0.0003316457,0.0002613201,0.0001045409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006858009,0.00009056424,0.263368,0.00003729149,0.0001698314,0.000008680703,0.0001093789,0.000003462492,0.7348149,7.546257e-7,0.000598104,0.0001132196],"study_design_scores_gemma":[0.002069616,0.001414516,0.7956191,0.00009202373,0.00007310772,0.00008849084,0.0001540446,0.00001040246,0.1975086,0.00001849284,0.00268035,0.0002713128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973387,0.001793751,0.000002695289,0.0002303682,0.0001429505,0.0002020373,0.00001547389,0.000001664918,0.0002724173],"genre_scores_gemma":[0.996042,0.002703353,0.0002592445,0.0001421146,0.0001024653,0.000005543469,0.000003713297,0.00001864663,0.0007229887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373063,"threshold_uncertainty_score":0.9183884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835702589890279,"score_gpt":0.2839759585903947,"score_spread":0.2656189326914918,"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."}}