{"id":"W2982165399","doi":"10.3390/toxins11100613","title":"Epidemiology of Shiga Toxin-Producing Escherichia coli O157 in the Province of Alberta, Canada, 2009–2016","year":2019,"lang":"en","type":"article","venue":"Toxins","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Government of Alberta; Ministry of Health; University of Alberta","funders":"","keywords":"Escherichia coli; Shiga toxin; Epidemiology; Microbiology; Toxin; Escherichia coli Proteins; Shiga-like toxin; Biology; Environmental health; Medicine; Genetics; Gene","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":[0.000580612,0.0005600073,0.000274,0.00260625,0.002323042,0.001362743,0.001184563,0.0004080805,0.001287062],"category_scores_gemma":[0.0010103,0.0003087855,0.0004352336,0.003823639,0.0008449567,0.0002627629,0.0007142799,0.0004763142,0.0002191474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03720414,"about_ca_system_score_gemma":0.0543546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978599,"about_ca_topic_score_gemma":0.9986305,"domain_scores_codex":[0.9993168,0.00003312777,0.00003489646,0.00008704548,0.0003243905,0.0002037848],"domain_scores_gemma":[0.9988145,0.00003174617,0.0001378599,0.00002135286,0.0006749076,0.0003196541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625154,0.00004474188,0.9767618,0.0001338128,0.00006421502,0.0005171919,0.001251015,0.0005783691,0.001364133,0.0003507254,0.003653736,0.01511774],"study_design_scores_gemma":[0.000008405392,0.00003445596,0.9924685,0.0001061691,0.00003168709,0.0003013819,0.00224935,0.0004326407,0.0001660459,0.0000426618,0.004140782,0.00001793641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702719,0.007055647,0.000622656,0.001171878,0.00009549466,0.0001410816,0.01158393,0.00006762964,0.00898959],"genre_scores_gemma":[0.9871044,0.003814184,0.0008417194,0.0003015971,0.00002126424,0.00002207612,0.003910573,0.00001138644,0.003972736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03720414,"threshold_uncertainty_score":0.2699362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462433012582423,"score_gpt":0.2726335077755644,"score_spread":0.2580091776497402,"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."}}