{"id":"W2922404386","doi":"10.1017/s0950268818003357","title":"Monitoring telehealth vomiting calls as a potential public health early warning system for seasonal norovirus activity in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Guelph","funders":"Public Health England; Ontario Ministry of Health and Long-Term Care","keywords":"Vomiting; Norovirus; Medicine; Outbreak; Bloody diarrhea; Nausea; Diarrhea; Acute gastroenteritis; Pediatrics; Internal medicine; Virology","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":[0.0007305034,0.0002783869,0.0003854838,0.001068621,0.004460604,0.001955285,0.001695205,0.0006363025,0.005544101],"category_scores_gemma":[0.002462089,0.0004758792,0.0003377604,0.002198077,0.0008714035,0.0006098581,0.001168446,0.001265847,0.0004639996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06618883,"about_ca_system_score_gemma":0.1224116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983842,"about_ca_topic_score_gemma":0.9992411,"domain_scores_codex":[0.9987957,0.0001245506,0.00006858987,0.0001190839,0.0005285437,0.0003635321],"domain_scores_gemma":[0.9951767,0.0003022778,0.0003454212,0.000051257,0.002563071,0.001561172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006017005,0.000501707,0.8356858,0.000941376,0.0001327698,0.0019445,0.008531875,0.001172486,0.002961366,0.001861338,0.04779672,0.09786832],"study_design_scores_gemma":[0.0000899594,0.0001924656,0.9568252,0.0004672828,0.00006711521,0.0003277371,0.01199662,0.003043547,0.0004215046,0.0001911978,0.02630535,0.00007206559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200977,0.005620656,0.001872626,0.01317902,0.0003382947,0.001066723,0.01656829,0.0002374456,0.0410194],"genre_scores_gemma":[0.969219,0.003869436,0.002295796,0.002148569,0.00007921662,0.0001788492,0.002422299,0.00005981266,0.01972691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06618883,"threshold_uncertainty_score":0.4802358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069679465484968,"score_gpt":0.3331811824988484,"score_spread":0.2824843878439988,"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."}}