{"id":"W2058754970","doi":"10.1016/j.diagmicrobio.2013.05.015","title":"Comparison between ImmunoCard STAT!® and real-time PCR as screening tools for both O157:H7 and non-O157 Shiga toxin-producing Escherichia coli in Southern Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Chinook Regional Hospital; Provincial Laboratory of Public Health","funders":"Alberta Health Services","keywords":"Escherichia coli; Shiga toxin; stat; Toxin; Microbiology; Virology; Polymerase chain reaction; Biology; Gene; Genetics","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":[0.00367089,0.0006596731,0.0005377341,0.003013928,0.001368584,0.00205318,0.001199378,0.0004880164,0.001420503],"category_scores_gemma":[0.003941189,0.0005840086,0.0004066064,0.003580253,0.001336622,0.0003305177,0.0005785942,0.0004309702,0.0003848124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656399,"about_ca_system_score_gemma":0.01496159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965408,"about_ca_topic_score_gemma":0.9863269,"domain_scores_codex":[0.9961923,0.0006360259,0.0001597797,0.0004010403,0.002134472,0.0004763909],"domain_scores_gemma":[0.9944418,0.001262618,0.0003826081,0.0001904457,0.003246058,0.0004764919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008705612,0.0006625158,0.7209365,0.0007542718,0.00046428,0.0006101234,0.005905384,0.005433844,0.1228266,0.00237838,0.003958193,0.1273643],"study_design_scores_gemma":[0.0001000994,0.0006886939,0.9655342,0.00005413294,0.0002227827,0.0002032724,0.00303817,0.005318102,0.01718988,0.0001310673,0.007455471,0.00006423292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786155,0.002629342,0.004453598,0.0003005598,0.00009579242,0.0001544198,0.001545638,0.0002117845,0.01199336],"genre_scores_gemma":[0.9762091,0.001116024,0.009794247,0.0001755302,0.00001812551,0.00006959426,0.002080288,0.00005447627,0.01048258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459197,"threshold_uncertainty_score":0.1201807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872392350773822,"score_gpt":0.2518557764094614,"score_spread":0.2431318529017232,"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."}}