{"id":"W2260626768","doi":"","title":"Non-O157 verotoxigenic Escherichia coli and beef: a Canadian perspective.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"VTEC; Outbreak; Escherichia coli; Beef industry; Beef cattle; Perspective (graphical); Environmental health; Geography; Biology; Medicine; Virology; Animal science; Agricultural science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505506,0.0001437287,0.0001249538,0.00005985322,0.0001762896,0.00005002541,0.00018929,0.0001411104,0.00001536742],"category_scores_gemma":[0.0003740296,0.0001409219,0.00004779605,0.0001287705,0.0001911949,0.000004479243,0.0001510788,0.0002474898,0.000007595083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426582,"about_ca_system_score_gemma":0.0002244656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01784806,"about_ca_topic_score_gemma":0.1866866,"domain_scores_codex":[0.9988258,0.00002488876,0.00009600531,0.0003581554,0.0001192906,0.0005758755],"domain_scores_gemma":[0.9990951,0.00001047424,0.00002762847,0.0002876328,0.0001364961,0.0004427119],"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":[0.0001439027,0.0001184551,0.06733367,0.00003787308,0.0004336558,0.00003048074,0.0004892943,0.000001532871,0.9060648,0.001704321,0.01152802,0.012114],"study_design_scores_gemma":[0.0006346554,0.00007727656,0.8220049,0.000001727884,0.00001856725,0.000008832784,0.0003176082,0.00002671414,0.02790975,0.0001696184,0.1485129,0.0003174186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763083,0.0004757043,0.000006603279,0.0009869847,0.0001674516,0.0007882802,0.00001622409,0.00001158527,0.02123881],"genre_scores_gemma":[0.9956816,0.0001527879,0.0002142709,0.0003965861,0.0002772461,0.001395731,0.000007717183,0.00002359774,0.001850474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8781551,"threshold_uncertainty_score":0.9886922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902243687860734,"score_gpt":0.2355405918765091,"score_spread":0.2265181549979018,"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."}}