{"id":"W1991187025","doi":"10.1016/j.vaccine.2009.06.032","title":"Influenza control in the 21st century: Optimizing protection of older adults","year":2009,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Live attenuated influenza vaccine; Immunogenicity; Vaccination; Influenza vaccine; Immunology; Population; Vaccine efficacy; Virology; Virus; Disease; Intensive care medicine; Immune system; Environmental health; Internal medicine","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":[0.002002229,0.001359246,0.004238978,0.002881108,0.0002500301,0.001012815,0.001145371,0.001861591,0.003331678],"category_scores_gemma":[0.00404297,0.0003513738,0.001211691,0.003466412,0.0004620071,0.001132481,0.000600155,0.001327999,0.0007339952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060265,"about_ca_system_score_gemma":0.002587449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702026,"about_ca_topic_score_gemma":0.009976009,"domain_scores_codex":[0.9994627,0.0001632736,0.0001146877,0.00007376661,0.0001485189,0.00003703831],"domain_scores_gemma":[0.9980199,0.001275991,0.0003185465,0.00002702486,0.0002847935,0.0000737767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002609252,0.0000771136,0.000435058,0.1212935,0.0009663084,0.0001135211,0.00005590762,0.0002421176,0.0006913035,0.001005513,0.01994951,0.8549092],"study_design_scores_gemma":[0.0005036671,0.0006734131,0.008061772,0.1700146,0.007494266,0.00141244,0.0004107075,0.0002658055,0.0009622942,0.002754482,0.8073676,0.00007905789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003630201,0.9996599,0.00001542381,0.0001250546,0.00006432701,0.000002495561,0.000007629575,0.000001221532,0.00008763319],"genre_scores_gemma":[0.0003606454,0.9993283,0.0000777368,0.0001195506,0.00005876741,0.000003897007,0.0000085232,2.924539e-7,0.00004227117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004702026,"threshold_uncertainty_score":0.01114559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0754824410452116,"score_gpt":0.3854603468796046,"score_spread":0.309977905834393,"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."}}