{"id":"W2129487858","doi":"10.1128/jcm.01693-10","title":"Shiga-Toxigenic Escherichia coli Detection in Stool Samples Screened for Viral Gastroenteritis in Alberta, Canada","year":2010,"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":"University of Alberta; Provincial Laboratory of Public Health","funders":"","keywords":"Serotype; Diarrhea; Shiga toxin; Virology; Microbiology; Outbreak; Biology; Feces; Escherichia coli; 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":[0.0005269746,0.0004316231,0.0003640245,0.001948108,0.002368003,0.001215374,0.0009923498,0.0003913937,0.0008711802],"category_scores_gemma":[0.001333882,0.0004175762,0.0002541872,0.00260362,0.0007911104,0.0001617812,0.0006143132,0.0003816481,0.0001661714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01925066,"about_ca_system_score_gemma":0.02244876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845962,"about_ca_topic_score_gemma":0.9936609,"domain_scores_codex":[0.9990557,0.00005257593,0.00004699488,0.0001167562,0.0005204739,0.0002075365],"domain_scores_gemma":[0.9983611,0.00008161106,0.0001369027,0.00002096713,0.001041079,0.0003584192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824959,0.00007231932,0.9777529,0.0001192572,0.00003679042,0.001779415,0.001153889,0.0002725796,0.007753863,0.0000759754,0.001057863,0.009642663],"study_design_scores_gemma":[0.0000127503,0.00007721987,0.9953904,0.00003828257,0.00001866545,0.0005423704,0.001683635,0.0003793385,0.000664423,0.00001374837,0.001169075,0.00001004837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935957,0.001321221,0.0002561818,0.0001686093,0.00003150329,0.0001000131,0.001141715,0.00002361784,0.00336154],"genre_scores_gemma":[0.9952987,0.0009732091,0.0007855567,0.0001975145,0.000009014667,0.00001850492,0.001106518,0.000007359768,0.001603607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01925066,"threshold_uncertainty_score":0.1396739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948028171974204,"score_gpt":0.325342814151184,"score_spread":0.305862532431442,"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."}}