{"id":"W2120799952","doi":"10.1186/1741-7015-10-162","title":"The age distribution of mortality due to influenza: pandemic and peri-pandemic","year":2012,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; American Lebanese Syrian Associated Charities","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Influenza pandemic; Virology; Outbreak; Disease; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002020298,0.0001691315,0.0004834766,0.0000609152,0.000184617,0.000005574186,0.0001135725,0.00008086524,0.00003663437],"category_scores_gemma":[0.004610806,0.00009301265,0.00004895734,0.0002633358,0.00068065,0.00007327,0.0001566348,0.0002602256,0.00001906556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155006,"about_ca_system_score_gemma":0.00008324857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873219,"about_ca_topic_score_gemma":0.0001730603,"domain_scores_codex":[0.9981362,0.0001150746,0.0004622622,0.0001964103,0.0005958865,0.0004942243],"domain_scores_gemma":[0.9984111,0.0005633475,0.00009548796,0.0004465266,0.000186216,0.0002973736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003046022,0.00003828964,0.9842986,0.0002094833,0.00009283617,0.000007404825,0.001291308,8.064427e-7,0.005660058,0.0004859734,0.004590208,0.003020424],"study_design_scores_gemma":[0.00148937,0.0002721426,0.9535227,0.0002000353,0.0001323537,0.00006052396,0.0007246499,0.00001441175,0.0003043428,0.00007997429,0.043114,0.00008544682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874421,0.009704867,0.0003748195,0.0004373894,0.0001579098,0.0006285239,0.00002161182,0.00004930983,0.001183502],"genre_scores_gemma":[0.9974955,0.0006853063,0.0000727826,0.0008599755,0.0005165526,0.00005881438,0.00002088738,0.00001360183,0.0002766185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03852379,"threshold_uncertainty_score":0.5519899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998587389835009,"score_gpt":0.443881182323925,"score_spread":0.2440224433404241,"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."}}