{"id":"W3201549605","doi":"10.14745/ccdr.v47i09a04","title":"Summary of the National Advisory Committee on Immunization (NACI) Seasonal Influenza Vaccine Statement for 2021–2022","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services; Public Health Agency of Canada","funders":"Centers for Disease Control and Prevention; Canadian Armed Forces; Association des pharmaciens du Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Live attenuated influenza vaccine; Immunization; Advisory committee; Medicine; Vaccination; Seasonal influenza; Influenza vaccine; Pandemic; Family medicine; Agency (philosophy); Trivalent influenza vaccine; Pediatrics; Disease; Coronavirus disease 2019 (COVID-19); Immunology; Internal medicine; Political science; Infectious disease (medical specialty); Immune system; Public administration","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":[0.0007765648,0.0001976082,0.000401763,0.00006739113,0.0004863494,0.00001947174,0.0003584286,0.00004340744,0.0003303482],"category_scores_gemma":[0.004330343,0.000161577,0.0001842009,0.0004322369,0.00009975754,0.00008277335,0.0005700568,0.0003541395,0.00000130752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168729,"about_ca_system_score_gemma":0.01208895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01577489,"about_ca_topic_score_gemma":0.05511207,"domain_scores_codex":[0.9968793,0.0002517867,0.0007284073,0.0002682767,0.001527932,0.0003442324],"domain_scores_gemma":[0.9949486,0.0005166168,0.0003145323,0.001383126,0.002579971,0.0002571851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00228794,0.001314709,0.2830308,0.001187251,0.001633748,0.0008182845,0.0001380774,0.002805391,0.002248035,0.002279637,0.7000459,0.002210235],"study_design_scores_gemma":[0.002706604,0.00008339382,0.3094292,0.0005077388,0.0001975097,0.00003876149,0.0004041984,0.001155426,0.002205462,0.0003353673,0.6827022,0.0002340718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8279189,0.05251654,0.0001324956,0.05171124,0.001243902,0.006606369,0.005178953,0.0001221179,0.05456947],"genre_scores_gemma":[0.9807462,0.0007682263,0.0003648478,0.009037538,0.0001263195,0.0003900744,0.001410705,0.00006182869,0.007094227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528273,"threshold_uncertainty_score":0.9935116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06387314709177026,"score_gpt":0.3606061556265602,"score_spread":0.29673300853479,"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."}}