{"id":"W3135567437","doi":"10.1186/s12979-021-00224-1","title":"Improving seasonal influenza vaccination for older adults","year":2021,"lang":"en","type":"article","venue":"Immunity & Ageing","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Seasonal influenza; Vaccination; Medicine; Clinical nutrition; Immunosenescence; Public health; Environmental health; Immunology; Gerontology; Virology; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Immune system; Disease; Pathology","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":[0.008076621,0.0003872463,0.000671418,0.0007812785,0.0006111079,0.000730449,0.0004525979,0.001376403,0.002620796],"category_scores_gemma":[0.02598933,0.0002449086,0.00105079,0.0009415016,0.0001682361,0.001544364,0.000835374,0.0009445521,0.000472796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007986245,"about_ca_system_score_gemma":0.002408529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206096,"about_ca_topic_score_gemma":0.03187015,"domain_scores_codex":[0.9975343,0.001472949,0.0003050292,0.0001907243,0.0001735708,0.000323407],"domain_scores_gemma":[0.9938502,0.002397882,0.001351999,0.0003900949,0.0009947201,0.001014968],"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":[0.003410218,0.002955809,0.747278,0.004390187,0.002591653,0.0001036622,0.001787431,0.0002593665,0.0008233174,0.0004450954,0.01526898,0.2206862],"study_design_scores_gemma":[0.0006113739,0.004166509,0.980452,0.002459316,0.001684468,0.0000646898,0.00114587,0.0001711539,0.0002765857,0.0002738231,0.008675535,0.00001870217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9246009,0.04829462,0.0003443121,0.01610348,0.001145279,0.0002681518,0.00232967,0.00002190714,0.006891626],"genre_scores_gemma":[0.9733269,0.01729316,0.0009211498,0.005004378,0.0008623319,0.0002587774,0.001005529,0.000005808167,0.001322011],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0206096,"threshold_uncertainty_score":0.04271376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090141007642401,"score_gpt":0.3709837158027607,"score_spread":0.3200823057263367,"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."}}