{"id":"W2028565946","doi":"10.1097/inf.0b013e3182847295","title":"Hospital-Based Surveillance for Rotavirus Gastroenteritis using Molecular Testing and Immunoassay During the 2011 Season in Botswana","year":2013,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences","keywords":"Rotavirus; Acute gastroenteritis; Case fatality rate; Rotavirus vaccine; Rotavirus gastroenteritis; Medicine; Rotavirus Infections; Immunoassay; Virology; Pediatrics; Environmental health; Immunology; Virus; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004393818,0.0003519639,0.0002101709,0.001271645,0.0005691845,0.000434139,0.0004241153,0.0003224125,0.0004890754],"category_scores_gemma":[0.001562721,0.0004230993,0.0002203209,0.00125247,0.0003841014,0.000326088,0.000675397,0.0003086904,0.00008642503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906783,"about_ca_system_score_gemma":0.001405726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012883,"about_ca_topic_score_gemma":0.1996402,"domain_scores_codex":[0.9995869,0.0001035347,0.00005108009,0.00004952977,0.00005019407,0.0001588141],"domain_scores_gemma":[0.9993431,0.00009828377,0.0003023928,0.00002562538,0.0001155924,0.0001150367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004825602,0.00002081339,0.994646,0.00002631749,0.00001662144,0.0005614106,0.00049711,0.00006375076,0.001650621,0.0000172308,0.0001059807,0.002345853],"study_design_scores_gemma":[0.000009413106,0.0001122406,0.9974955,0.00002749099,0.00001306694,0.000695725,0.001053027,0.0001457253,0.0002155434,0.000008464571,0.0002176028,0.000006124721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994873,0.00007517949,0.00003993583,0.0000395132,0.000002934791,0.00001365379,0.0001749253,0.000003852883,0.0001626189],"genre_scores_gemma":[0.9993541,0.0001139962,0.0001723921,0.00005372541,0.000001818393,0.00001867095,0.0002071162,0.000001243259,0.00007700874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012883,"threshold_uncertainty_score":0.2013976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216890343820217,"score_gpt":0.2631974176925528,"score_spread":0.2510285142543507,"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."}}