{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069281,0.0004230493,0.0002132833,0.00189862,0.0003672608,0.0006472437,0.0005039554,0.0004067094,0.002601226],"category_scores_gemma":[0.008489068,0.0001728319,0.0005137495,0.001128359,0.0007885766,0.0009978756,0.001270951,0.001151403,0.0002691633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007810292,"about_ca_system_score_gemma":0.0003852337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006748827,"about_ca_topic_score_gemma":0.01016184,"domain_scores_codex":[0.9991905,0.0004446666,0.00003825248,0.00005098135,0.0001293818,0.0001462103],"domain_scores_gemma":[0.9977042,0.001114626,0.0004434932,0.0002075764,0.0002207636,0.0003093251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006572997,0.0004664119,0.8552811,0.0004631688,0.000809895,0.0009748816,0.002944644,0.007715546,0.004751242,0.01776498,0.003346965,0.09890819],"study_design_scores_gemma":[0.00002453751,0.0009386609,0.9897695,0.00007470857,0.0001530274,0.0005609652,0.000867557,0.0007982179,0.0007926465,0.002858138,0.003146124,0.00001600629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611903,0.02105427,0.0003501849,0.002254405,0.0001254377,0.0000199321,0.001578698,0.00001183518,0.01341494],"genre_scores_gemma":[0.9921162,0.006064198,0.00008316988,0.00007780505,0.0002529782,0.000005633948,0.0004499939,0.000004149406,0.0009459234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006748827,"threshold_uncertainty_score":0.01341909,"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."}}