{"id":"W4282836399","doi":"10.1016/s2214-109x(22)00212-1","title":"Seasonality of influenza and coseasonality with avian influenza in Bangladesh, 2010–19: a retrospective, time-series analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Guelph; University of Toronto; Public Health Ontario","funders":"Natural Environment Research Council; Canadian Institutes of Health Research; Defence Science and Technology Laboratory; Medical Research Council; Directorate for Biological Sciences; Defence Science and Technology Group; Centers for Disease Control and Prevention; Biotechnology and Biological Sciences Research Council; International Centre for Diarrhoeal Disease Research, Bangladesh; Medical Research Council Canada; Department for International Development; Economic and Social Research Council; Department for International Development, UK Government; Government of the United Kingdom","keywords":"Seasonality; Influenza A virus subtype H5N1; Seasonal influenza; Transmission (telecommunications); Epidemiology; Veterinary medicine; Demography; Geography; Medicine; Virology; Biology; Ecology; Virus; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.002946703,0.0004384268,0.0007188439,0.001301109,0.0004156221,0.0007234684,0.0005988423,0.0004417613,0.00138976],"category_scores_gemma":[0.00724187,0.0004888477,0.001827551,0.003451122,0.0003291696,0.0006096921,0.0006692376,0.0006603078,0.0002609757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004138,"about_ca_system_score_gemma":0.0008274627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951659,"about_ca_topic_score_gemma":0.02043071,"domain_scores_codex":[0.997637,0.0005882189,0.0008321751,0.0005396039,0.0002792703,0.0001237966],"domain_scores_gemma":[0.9949467,0.001218665,0.00214976,0.0007791804,0.0007089503,0.0001968884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003723215,0.00002293468,0.9942812,0.0003355412,0.001432764,0.00007199385,0.0001403608,0.0002254091,0.0001797828,0.00004890763,0.0004943054,0.002394625],"study_design_scores_gemma":[0.00003141399,0.000207902,0.9948485,0.0001635166,0.001446802,0.0004065735,0.000438273,0.0008890873,0.0001723126,0.0000748457,0.001293037,0.00002776201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653524,0.008830028,0.001560917,0.0002423722,0.00004504219,0.0001949065,0.02267726,0.00002207096,0.001075064],"genre_scores_gemma":[0.9894797,0.001570505,0.000783168,0.00008149676,0.00001499783,0.0001737739,0.00768765,0.000009165439,0.0001995594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951659,"threshold_uncertainty_score":0.03880596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308083870294134,"score_gpt":0.4088545667521181,"score_spread":0.3357737280491768,"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."}}