{"id":"W4224216005","doi":"10.3390/microorganisms10040814","title":"Epidemiology of Non-O157 Shiga Toxin-Producing Escherichia coli in the Province of Alberta, Canada, from 2018 to 2021","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"STX2; Serotype; Shiga toxin; Virulence; Escherichia coli; Epidemiology; Microbiology; Toxin; Biology; Medicine; Virology; Gene; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007998651,0.0001573824,0.0003482168,0.00003620547,0.000116366,0.000002403228,0.000660615,0.00005790599,0.000123633],"category_scores_gemma":[0.0007624328,0.0001354804,0.00005551712,0.0002886981,0.0001058471,0.000002351856,0.000733175,0.0002194579,0.000002475177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008866204,"about_ca_system_score_gemma":0.000912432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4748631,"about_ca_topic_score_gemma":0.6646412,"domain_scores_codex":[0.9981561,0.0004233262,0.0004057273,0.0004460793,0.0001993585,0.0003694333],"domain_scores_gemma":[0.9988866,0.0002227394,0.0001574921,0.0006041458,0.00007184417,0.00005716822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007687611,0.00008349128,0.0297337,0.00001934326,0.00005766836,0.000006700096,0.0006020449,0.0001927549,0.9566723,0.00001532508,0.01243047,0.0001093176],"study_design_scores_gemma":[0.0004086674,0.0005158682,0.1819511,0.00001446102,0.00001682261,0.000002877941,0.001583488,0.00002233325,0.7945775,0.00004891119,0.02063947,0.0002184619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959009,0.0009921954,0.0001366527,0.001995364,0.0001379022,0.0004490908,0.000109918,0.000001280942,0.0002766785],"genre_scores_gemma":[0.9956682,0.00003409589,0.001733169,0.001437686,0.00009551414,0.00008157948,0.00006073254,0.00002139045,0.0008675972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897781,"threshold_uncertainty_score":0.5524732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106757780220264,"score_gpt":0.2567168473922919,"score_spread":0.2456492695900893,"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."}}