{"id":"W6901884346","doi":"10.60692/rfphn-baj91","title":"Human respiratory syncytial virus and influenza seasonality patterns—Early findings from the WHO global respiratory syncytial virus surveillance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Seasonality; Seasonal influenza; Epidemiology; Virus; Respiratory system; Respiratory illness; Pneumovirinae; Influenza A virus; Incidence (geometry)","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":[0.002401899,0.0003775915,0.0002636339,0.001041883,0.0001627047,0.00050799,0.0003368067,0.0002416476,0.0004442923],"category_scores_gemma":[0.00196028,0.0001249976,0.0003092436,0.00122567,0.000228204,0.00049726,0.0005258321,0.0003165694,0.0001351411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169851,"about_ca_system_score_gemma":0.0006500891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108815,"about_ca_topic_score_gemma":0.01137375,"domain_scores_codex":[0.9992455,0.0002726198,0.0000897855,0.000115667,0.0001686888,0.0001077144],"domain_scores_gemma":[0.9988191,0.0001501899,0.00035866,0.00006669145,0.0004768326,0.0001285194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265261,0.00003393369,0.9743724,0.0002245325,0.00007563608,0.0001544288,0.0005164493,0.0002413776,0.001680626,0.00006426623,0.002881717,0.01952825],"study_design_scores_gemma":[0.000007212798,0.000164848,0.9961474,0.00006717904,0.00003335282,0.0001424026,0.0006520432,0.0002575145,0.0005078103,0.00002987621,0.001983309,0.00000698929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766312,0.002922353,0.001607595,0.0006552959,0.00009965337,0.0003304089,0.01260003,0.00008496113,0.005068512],"genre_scores_gemma":[0.9904598,0.0009109478,0.001585301,0.0002667939,0.00006270559,0.00009804723,0.006315863,0.000008119618,0.0002924454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108815,"threshold_uncertainty_score":0.02204722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09362815851390834,"score_gpt":0.3185189846350097,"score_spread":0.2248908261211014,"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."}}