{"id":"W2112317314","doi":"10.1016/j.vaccine.2006.05.067","title":"Transmissibility and mortality impact of epidemic and pandemic influenza, with emphasis on the unusually deadly 1951 epidemic","year":2006,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"Fogarty International Center","keywords":"Transmissibility (structural dynamics); Pandemic; Influenza pandemic; Epidemic model; Epidemiology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Human mortality from H5N1; Mortality rate; Virology; Influenza A virus; Pandemic influenza; Demography; Medicine; Geography; Environmental health; Virus; Population; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601391,0.0003133654,0.0007578428,0.0001430548,0.000144649,0.0000131418,0.0001152438,0.0001020546,0.00006152908],"category_scores_gemma":[0.0007831485,0.0001599533,0.0001228369,0.0003473521,0.0001742514,0.00009987647,0.00005834776,0.0004175564,0.000003732756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300643,"about_ca_system_score_gemma":0.0001687183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004060952,"about_ca_topic_score_gemma":0.0004089554,"domain_scores_codex":[0.997862,0.0002178329,0.0006189915,0.0004493756,0.0003920135,0.0004597634],"domain_scores_gemma":[0.9978293,0.00103759,0.0001774938,0.0005750431,0.0002081457,0.0001724558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565985,0.0001223552,0.9853383,0.000182163,0.0003409346,0.00001167229,0.0001796912,0.00007071671,0.006681287,0.0001149607,0.0005606662,0.004831241],"study_design_scores_gemma":[0.003047339,0.00113284,0.9927003,0.0001910724,0.000196668,0.00004197081,0.00004910481,0.0002936979,0.001301719,0.0005914994,0.0002975924,0.0001561403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942572,0.003583033,0.0000498698,0.0006212671,0.000009045685,0.0008457182,0.00005605595,0.00005487433,0.0005229514],"genre_scores_gemma":[0.9984619,0.0005986117,0.000139441,0.0005846759,0.00007537335,0.00003295963,0.000006336723,0.00002658082,0.00007409593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007362029,"threshold_uncertainty_score":0.6522706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08665014515782554,"score_gpt":0.4057577798452072,"score_spread":0.3191076346873817,"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."}}