{"id":"W2498538170","doi":"10.1111/irv.12416","title":"Influenza‐like illness‐related emergency department visits: Christmas and New Year holiday peaks and relationships with laboratory‐confirmed respiratory virus detections, Edmonton, Alberta, 2004–2014","year":2016,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Women's Health Network; Alberta Health Services; Office of the Chief Medical Examiner; Provincial Laboratory of Public Health; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Alberta Innovates - Technology Futures","keywords":"Emergency department; Respiratory illness; Medicine; Coronavirus disease 2019 (COVID-19); Influenza-like illness; Emergency medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Medical emergency; Virus; Respiratory system; Internal medicine; Infectious disease (medical specialty); Outbreak; Psychiatry","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":[0.0005871824,0.0005079492,0.0002900179,0.001577475,0.001390895,0.001174956,0.001797687,0.0003996062,0.002372981],"category_scores_gemma":[0.001246215,0.0003363255,0.000498482,0.003350483,0.0005596128,0.0003775776,0.0009252275,0.0007773945,0.0002771129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01741775,"about_ca_system_score_gemma":0.01405538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807903,"about_ca_topic_score_gemma":0.9898,"domain_scores_codex":[0.9995286,0.00002805684,0.00002550075,0.00008000446,0.000171993,0.0001659051],"domain_scores_gemma":[0.9986528,0.00008485127,0.0003631765,0.00003209547,0.0004666075,0.0004003817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148261,0.00002889408,0.9943587,0.00003589242,0.00006166939,0.00008065595,0.0002516736,0.0002285488,0.0001191672,0.00004577106,0.001917623,0.00272324],"study_design_scores_gemma":[0.000004032832,0.00001080807,0.9987007,0.0000191012,0.00001851511,0.00003706705,0.0004990984,0.0001469503,0.00002596218,0.000008388925,0.0005246362,0.000004766001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846794,0.001937311,0.0001545414,0.0003339379,0.00003632146,0.00003266564,0.009991184,0.00004052535,0.002794009],"genre_scores_gemma":[0.9881386,0.000773799,0.0002722334,0.0001222302,0.00002979675,0.00002438617,0.007571019,0.00001314763,0.003054821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920974,"threshold_uncertainty_score":0.1263753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024991196827738,"score_gpt":0.3592805666523811,"score_spread":0.2567814469696074,"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."}}