{"id":"W2401190352","doi":"","title":"Characterization of Shiga Toxin-producing Escherichia coli Recovered from a Beef Processing Facility within Southern Ontario and Comparative Performance of Molecular Diagnostic Platforms","year":2015,"lang":"en","type":"article","venue":"2015 Annual Meeting (July 25 - 28, 2015)","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Shiga toxin; Microbiology; Chemistry; Biology; Gene; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016536,0.0004558579,0.0003113713,0.001119613,0.001000514,0.0009208408,0.0004302886,0.0003406602,0.0008111329],"category_scores_gemma":[0.0007326936,0.0002542497,0.0003019206,0.002036224,0.0005059224,0.0002900682,0.0004212931,0.0003433389,0.0004224217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792113,"about_ca_system_score_gemma":0.002412637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3503887,"about_ca_topic_score_gemma":0.4509216,"domain_scores_codex":[0.9992915,0.0000241191,0.00003939248,0.00010952,0.0003607417,0.0001746953],"domain_scores_gemma":[0.9993274,0.00006643141,0.00009872986,0.00002865098,0.0004073452,0.00007144853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002432637,0.00007103609,0.05321427,0.0001070873,0.00001737953,0.0003891813,0.001296405,0.0001420846,0.9396577,0.00008093705,0.0001582036,0.004622403],"study_design_scores_gemma":[0.00001353762,0.000471054,0.7150741,0.00002662236,0.00007103826,0.0009098974,0.004716523,0.00081132,0.2730229,0.00003099462,0.004830155,0.00002172862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954063,0.0001771835,0.001161417,0.00007878727,0.000008166288,0.00004739856,0.001614852,0.0000265444,0.001479348],"genre_scores_gemma":[0.9836801,0.0005800544,0.005058731,0.0001166931,0.000008023031,0.00003797766,0.005499121,0.00002951448,0.004989904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6496113,"threshold_uncertainty_score":0.6966984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748771060132702,"score_gpt":0.2712970525765867,"score_spread":0.2438093419752596,"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."}}