{"id":"W6976491920","doi":"10.60692/ghbjw-nr311","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":"Greater South Information System","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Guelph; Public Health Ontario; University of Toronto","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Influenza A virus subtype H5N1; Seasonal influenza; Human mortality from H5N1; Transmission (telecommunications); Pandemic; Seasonality; Reassortment; Influenza A virus; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003237115,0.0005127423,0.001000493,0.001197648,0.0003833912,0.0007819463,0.0006409483,0.0004915236,0.001159855],"category_scores_gemma":[0.00764819,0.0006020502,0.002325563,0.00368092,0.000320229,0.0006495332,0.0006741821,0.0007012332,0.0002337776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008386101,"about_ca_system_score_gemma":0.0007672174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594762,"about_ca_topic_score_gemma":0.01802368,"domain_scores_codex":[0.997124,0.0006680282,0.001053,0.000722733,0.0002997538,0.0001323968],"domain_scores_gemma":[0.9946629,0.001397828,0.002145145,0.0008811479,0.0007127657,0.000200306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006306727,0.00002326056,0.9900793,0.0006270913,0.003746501,0.00009212987,0.0001583772,0.0003435721,0.0002648907,0.00005667048,0.0005832625,0.003394221],"study_design_scores_gemma":[0.00005526514,0.0002234879,0.9922931,0.0002231644,0.003467015,0.0004604212,0.0003036066,0.001063419,0.0001998339,0.00008128735,0.001594743,0.0000345437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554592,0.01901292,0.001905785,0.000240215,0.00005691563,0.0001742731,0.02205354,0.00002750384,0.001069532],"genre_scores_gemma":[0.9881874,0.002737137,0.0008974635,0.00009939981,0.00002043066,0.0001882834,0.00765646,0.00001215036,0.0002014107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594762,"threshold_uncertainty_score":0.03170955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05851142824604646,"score_gpt":0.2971203139964943,"score_spread":0.2386088857504478,"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."}}