{"id":"W2057745339","doi":"10.1128/jcm.03288-14","title":"Evaluation of Enzyme Immunoassays and Real-Time PCR for Detecting Shiga Toxin-Producing Escherichia coli in Southern Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital; Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Escherichia coli; Shiga toxin; Microbiology; Toxin; Shiga-like toxin; Biology; Enterobacteriaceae; Virology; Biochemistry","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":[0.003496974,0.0009522497,0.0004226491,0.00292157,0.001627706,0.001812696,0.001511335,0.0005505516,0.001014593],"category_scores_gemma":[0.003389837,0.0007446851,0.0002772089,0.002774655,0.0013996,0.0002714084,0.0006387914,0.0004520464,0.0003687107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813579,"about_ca_system_score_gemma":0.02915516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969269,"about_ca_topic_score_gemma":0.9843152,"domain_scores_codex":[0.9941905,0.0005485602,0.0002574473,0.0005168833,0.004011808,0.0004749539],"domain_scores_gemma":[0.9939821,0.0006470133,0.0003358284,0.0000938493,0.004448957,0.000492193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002311848,0.0007592228,0.606205,0.0007648783,0.0002462459,0.001568495,0.004255281,0.005068786,0.2608232,0.001293353,0.002033641,0.11467],"study_design_scores_gemma":[0.0001687034,0.0009447047,0.8802276,0.000185708,0.0002447311,0.001074686,0.005370464,0.01357926,0.07514169,0.0001898282,0.02272756,0.0001449049],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582656,0.005388594,0.01375455,0.0006495661,0.0001149522,0.0005957441,0.001692861,0.0004208643,0.01911736],"genre_scores_gemma":[0.94249,0.002940678,0.03871236,0.0003583572,0.00002804195,0.0001889051,0.002489486,0.00006036758,0.01273173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03073102,"threshold_uncertainty_score":0.131585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05983649946884002,"score_gpt":0.3625472825544904,"score_spread":0.3027107830856504,"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."}}