{"id":"W2999546344","doi":"10.31631/2073-3046-2019-18-15-25","title":"Features of Epidemic Process of Influenza and its Etiology in the Countries of the Northern and Southern Hemispheres in the Period of Circulation of Pandemic Virus A(H1N1)pdm09 (According to WHO)","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Vaccinal Prevention","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Antigenic drift; Virus; Virology; Pandemic; Antigenic shift; Outbreak; Seasonality; Biology; Temperate climate; Influenza A virus; Seasonal influenza; Antigenic variation; Geography; Medicine; Coronavirus disease 2019 (COVID-19); Ecology; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686405,0.0001697741,0.0001584864,0.0008724818,0.0002552358,0.0004819609,0.0001086394,0.0001698889,0.001477588],"category_scores_gemma":[0.0005425978,0.00007119971,0.0002085653,0.0008392156,0.0002034033,0.0002709755,0.0002134595,0.0001813092,0.0002210034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836358,"about_ca_system_score_gemma":0.0004264046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233753,"about_ca_topic_score_gemma":0.008033009,"domain_scores_codex":[0.9998471,0.00002867258,0.00001892308,0.00003741425,0.00002825409,0.00003960304],"domain_scores_gemma":[0.9997347,0.00002642147,0.0001332079,0.00001059254,0.00005284877,0.00004226293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554633,0.0000222909,0.9815559,0.00009100435,0.00006367241,0.0007260576,0.0005705923,0.0001675821,0.002850743,0.0003327458,0.0009513682,0.01251263],"study_design_scores_gemma":[0.000001491811,0.00001244413,0.9978848,0.0000114124,0.00001096921,0.0005582778,0.0003251439,0.00007082312,0.0000767542,0.00007689377,0.0009687125,0.000002310907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892669,0.003667006,0.00043459,0.0001667928,0.00002580147,0.00002771382,0.001455347,0.00001836127,0.004937457],"genre_scores_gemma":[0.997029,0.001271401,0.0002459869,0.00003654662,0.00004112136,0.00001354538,0.0009695386,0.000004172348,0.000388688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008233753,"threshold_uncertainty_score":0.01637167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211843620156616,"score_gpt":0.4189909752584017,"score_spread":0.2978066132427402,"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."}}