{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603979,0.0006411248,0.0003345668,0.002604587,0.002123629,0.001307762,0.001346519,0.0003826908,0.001881655],"category_scores_gemma":[0.001096322,0.0003020364,0.0004241243,0.003629985,0.0006719973,0.0002996915,0.0007229005,0.0004650395,0.0002320618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03274798,"about_ca_system_score_gemma":0.04053395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964496,"about_ca_topic_score_gemma":0.9972735,"domain_scores_codex":[0.9991094,0.00003909316,0.00004076132,0.00008887092,0.0004188581,0.0003029559],"domain_scores_gemma":[0.9983949,0.0000389057,0.0001844818,0.00001844032,0.0009040934,0.0004591569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877206,0.00004610328,0.9727607,0.0002082328,0.00005913735,0.0007478331,0.0009346881,0.0004632295,0.001418962,0.0002314983,0.005028554,0.01791339],"study_design_scores_gemma":[0.000007741041,0.000047957,0.9926145,0.0001780173,0.00002909957,0.0004423801,0.001944815,0.0003774919,0.0001438579,0.00004120258,0.004157067,0.00001588677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673179,0.009092787,0.0005253749,0.001208457,0.0001168601,0.0001661539,0.01206984,0.00008149144,0.009421205],"genre_scores_gemma":[0.9864145,0.004776454,0.0006945996,0.0005038849,0.00002828287,0.00003397545,0.00422794,0.00001322866,0.003307118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03274798,"threshold_uncertainty_score":0.2376044,"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."}}