{"id":"W2949700995","doi":"10.14745/ccdr.v45i06a01","title":"Summary of the NACI Seasonal Influenza Vaccine Statement for 2019–2020","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Public Health Agency of Canada","funders":"Health Canada; Centers for Disease Control and Prevention; Canadian Armed Forces; Association of Medical Microbiology and Infectious Disease Canada; Indigenous Services Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Live attenuated influenza vaccine; Seasonal influenza; Immunogenicity; Medicine; Immunization; Influenza vaccine; Virology; Virus; Trivalent influenza vaccine; Family medicine; Immunology; Antigen; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062074,0.0002016171,0.0005059384,0.00003841092,0.0002107878,0.00001361901,0.0004801953,0.00003880759,0.0002371459],"category_scores_gemma":[0.001068491,0.0001429269,0.0002058774,0.0002377883,0.00008788451,0.00008375093,0.0006319838,0.0002776855,0.000004261251],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534615,"about_ca_system_score_gemma":0.006705053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09472209,"about_ca_topic_score_gemma":0.06255841,"domain_scores_codex":[0.9975042,0.00009955712,0.0006958472,0.000265743,0.0009762532,0.0004583893],"domain_scores_gemma":[0.9960415,0.0002784292,0.0003077629,0.002238124,0.0007438481,0.0003903203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001099881,0.0001680983,0.5825641,0.0008728324,0.0005579622,0.0002623993,0.00003757541,0.0001651099,0.0006199601,0.0001479511,0.4131433,0.0003608567],"study_design_scores_gemma":[0.002023239,0.00007617996,0.3166178,0.0003167859,0.0001712845,0.00002788529,0.000162154,0.0003777375,0.0004564193,0.00006333879,0.6795435,0.0001637167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961273,0.01846042,0.000007226016,0.006989672,0.0004051829,0.003555175,0.0008452054,0.0000427146,0.008421455],"genre_scores_gemma":[0.9845766,0.0003601235,0.0002346872,0.003759239,0.0000669872,0.000212714,0.0002192792,0.00005018198,0.01052014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2664002,"threshold_uncertainty_score":0.998926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872382846262341,"score_gpt":0.3443879534147296,"score_spread":0.3056641249521062,"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."}}