{"id":"W2280465923","doi":"10.1155/2006/958191","title":"Syndromic Surveillance of <i>Norovirus</i> Using over the Counter Sales of Medications related to Gastrointestinal Illness","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Guelph; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Norovirus; Over-the-counter; Medicine; Psychological intervention; Environmental health; Outbreak; Virology; Medical prescription; Pharmacology; Nursing","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":[0.0004745692,0.0002386093,0.0001896711,0.001203118,0.0005149134,0.0004286538,0.0005776533,0.0001846838,0.0008942774],"category_scores_gemma":[0.002206474,0.0001421297,0.0001591899,0.001355403,0.0002908286,0.0002039747,0.0002855716,0.0002882083,0.00008439732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002723541,"about_ca_system_score_gemma":0.004762054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.746538,"about_ca_topic_score_gemma":0.7922634,"domain_scores_codex":[0.9995071,0.00005702224,0.00004062449,0.00006426683,0.0002124396,0.0001186122],"domain_scores_gemma":[0.9983418,0.00009181991,0.0007290415,0.00003112584,0.0005335089,0.0002726269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004342075,0.00001882236,0.9947209,0.00003150581,0.00001261755,0.00008314834,0.0001197115,0.00005378232,0.0006250206,0.00001608969,0.0002760827,0.003998887],"study_design_scores_gemma":[0.000002279274,0.00005230111,0.9989896,0.00001231123,0.000006351898,0.0001317686,0.0002417191,0.0001589259,0.0001763329,0.00000376836,0.0002225855,0.000001949737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960768,0.0003970147,0.0001391223,0.0001177455,0.000007896476,0.00004561858,0.00157769,0.00002091168,0.001617295],"genre_scores_gemma":[0.9983393,0.0003366793,0.0003609717,0.0000320775,0.000005523137,0.000007651433,0.0007378311,0.000002058664,0.0001779678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253462,"threshold_uncertainty_score":0.5099094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006249054594143969,"score_gpt":0.2618403632168151,"score_spread":0.2555913086226711,"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."}}