{"id":"W7075721154","doi":"","title":"Verotoxigenic Escherichia coli (VTEC): A major public health threat in Canada","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"VTEC; Outbreak; Serotype; Public health; Epidemiology; Transmission (telecommunications); Typing; Disease surveillance; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009023875,0.0001252468,0.000168355,0.00002020977,0.00006674208,0.00003836121,0.0001553728,0.00001339395,0.0006730328],"category_scores_gemma":[0.000004480158,0.0001200196,0.00005291755,0.0002258572,0.00003241045,0.00008714495,0.00003361809,0.0001617009,0.00001944044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163825,"about_ca_system_score_gemma":0.0006193498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2690621,"about_ca_topic_score_gemma":0.08752045,"domain_scores_codex":[0.9981596,0.00005515334,0.0002016057,0.0001950383,0.0001938885,0.001194673],"domain_scores_gemma":[0.9993011,0.00003745626,0.00005425013,0.0001216686,0.00001492544,0.0004706153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000172832,0.0005486848,0.3037895,0.00002085001,0.00009976171,0.00000675559,0.000534934,0.0006044924,0.00001177668,0.5237181,0.004795273,0.1658527],"study_design_scores_gemma":[0.001993513,0.0000390744,0.9046792,0.00001476712,0.00001181151,8.904709e-7,0.0004275812,0.01017299,0.0001979027,0.07006159,0.01185004,0.0005506835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899055,0.00009869457,0.001361784,0.003208564,0.000290874,0.0004121323,0.00005597356,0.00001870101,0.004647777],"genre_scores_gemma":[0.9987888,0.00000193928,0.00007678114,0.000507095,0.0002897174,0.0001352741,0.00002813549,0.00001243348,0.0001598779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6008897,"threshold_uncertainty_score":0.9291299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540803057058001,"score_gpt":0.1916329612295086,"score_spread":0.1762249306589286,"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."}}