{"id":"W2324134874","doi":"10.4315/0362-028x.jfp-13-555","title":"Enterohemorrhagic Escherichia coli Colony Check Assay for the Identification of Serogroups O26, O45, O103, O111, O121, O145, and O157 Colonies Isolated on Plating Media","year":2014,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microbiology; Escherichia coli; Virulence; Biology; Bacteria; Antigen; Chemistry; Gene; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004330969,0.001125123,0.0007063854,0.001086809,0.0003799361,0.0003264803,0.0005980346,0.0003931925,0.004389668],"category_scores_gemma":[0.0005330199,0.0003239117,0.0005030989,0.0007681582,0.0002497101,0.0002154127,0.0005611585,0.001051662,0.002363158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567221,"about_ca_system_score_gemma":0.0003527394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189835,"about_ca_topic_score_gemma":0.003412153,"domain_scores_codex":[0.999114,0.0001505696,0.0001072841,0.0001444856,0.000366267,0.0001173755],"domain_scores_gemma":[0.9989455,0.0002256605,0.0001138139,0.0001227338,0.00045752,0.000134774],"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":[0.0001194541,0.0002115924,0.001822207,0.00007721059,0.00001150482,0.00005532219,0.00008541056,0.00002708125,0.9945668,0.0001006309,0.0003262582,0.002596478],"study_design_scores_gemma":[0.00002902812,0.001733246,0.03860294,0.00006472816,0.00008851156,0.0005267049,0.0002408588,0.001310992,0.9531672,0.0001155842,0.004092587,0.00002777596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763454,0.001372961,0.09008576,0.0006286603,0.0004426769,0.001691396,0.007395049,0.00161683,0.02042133],"genre_scores_gemma":[0.7242123,0.002309262,0.2050446,0.0004399547,0.0001267112,0.001328009,0.01941722,0.0003428201,0.04677914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004389668,"threshold_uncertainty_score":0.01468492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977616517920599,"score_gpt":0.2644078814258769,"score_spread":0.2446317162466709,"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."}}