{"id":"W2130827108","doi":"10.1128/jcm.02329-12","title":"Evaluation of a New Chromogenic Agar Medium for Detection of Shiga Toxin-Producing Escherichia coli (STEC) and Relative Prevalences of O157 and Non-O157 STEC in Manitoba, Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Alere","keywords":"Serotype; STX2; Microbiology; Escherichia coli; Carriage; Chromogenic; Shiga toxin; Biology; Isolation (microbiology); Agar; Medicine; Bacteria; Chemistry","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":[0.001813666,0.0008739146,0.000507398,0.003017057,0.001587075,0.001857331,0.002126013,0.0005559164,0.0008002716],"category_scores_gemma":[0.003111707,0.0006240606,0.0003774805,0.00221174,0.001447596,0.0005236102,0.001049235,0.0006394172,0.0003003791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164616,"about_ca_system_score_gemma":0.01257936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.841735,"about_ca_topic_score_gemma":0.9363123,"domain_scores_codex":[0.9954551,0.0004424504,0.0002712453,0.0004802854,0.00305491,0.0002960062],"domain_scores_gemma":[0.9949859,0.0006690701,0.0005910824,0.0001460888,0.003031316,0.0005764627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002320918,0.001162793,0.6541229,0.0006568311,0.0002819531,0.0008434432,0.002665689,0.001469677,0.2829752,0.0002596122,0.0009937285,0.05224731],"study_design_scores_gemma":[0.0001561894,0.005512429,0.8752019,0.0001912459,0.0003802965,0.002089805,0.002774559,0.008069052,0.09460872,0.00004330695,0.01081468,0.0001577948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915168,0.002128664,0.002237905,0.0002342228,0.00005200923,0.0002864696,0.0008246788,0.0001317949,0.002587392],"genre_scores_gemma":[0.9761273,0.002444014,0.01588063,0.0002431612,0.0000304878,0.0001342399,0.002397982,0.00004160343,0.002700618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158265,"threshold_uncertainty_score":0.3183941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506608810869262,"score_gpt":0.3637047361903359,"score_spread":0.2986386480816433,"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."}}