{"id":"W2129826365","doi":"10.1017/s095026889900374x","title":"Estimation of the under-reporting rate for the surveillance of <i>Escherichia coli</i> O157[ratio ]H7 cases in Ontario, Canada","year":2000,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Guelph","funders":"Health Canada","keywords":"Medicine; Epidemiological surveillance; Estimation; Public health surveillance; Population; Public health; Under-reporting; Epidemiology; Escherichia coli; Demography; Veterinary medicine; Environmental health; Statistics; Biology; Internal medicine; Pathology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004720358,0.0003848306,0.0004308663,0.001365451,0.0006022935,0.0009913467,0.001037232,0.0003032716,0.0008644591],"category_scores_gemma":[0.01713654,0.0003991935,0.0007000497,0.002358073,0.0005134079,0.0003756262,0.0005588545,0.0004318887,0.0001550796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897892,"about_ca_system_score_gemma":0.01751752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884328,"about_ca_topic_score_gemma":0.9755948,"domain_scores_codex":[0.9972298,0.0008888727,0.0001952283,0.0002916004,0.0009682996,0.0004262804],"domain_scores_gemma":[0.9914082,0.001976955,0.002269077,0.0004556797,0.003537439,0.0003527587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012353,0.00001313731,0.9840121,0.00006247868,0.0001242124,0.00005094345,0.0004577617,0.004840524,0.0001659187,0.0002869148,0.001170935,0.00869161],"study_design_scores_gemma":[0.00001556638,0.0000432479,0.9793753,0.00003759726,0.00008772049,0.0000613393,0.0006262623,0.01787007,0.0001909814,0.0001075901,0.00156771,0.00001668071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834408,0.0007412296,0.005540452,0.0006714148,0.00001683993,0.0001688589,0.005629736,0.00009134742,0.003699301],"genre_scores_gemma":[0.9947812,0.0003509084,0.002566095,0.00004683765,0.000005089648,0.00004053523,0.001520052,0.00001070971,0.0006785968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01897892,"threshold_uncertainty_score":0.1377023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620671816600464,"score_gpt":0.3093391678249735,"score_spread":0.2731324496589689,"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."}}