{"id":"W2208291701","doi":"10.2807/ese.15.47.19722-en","title":"Seasonal influenza vaccination and the risk of infection with pandemic influenza: a possible illustration of non-specific temporary immunity following infection","year":2010,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Pandemic; Vaccination; Human mortality from H5N1; Virology; Herd immunity; Virus; Immunity; Population; Seasonal influenza; Influenza A virus; Orthomyxoviridae; Immunology; Medicine; Biology; Environmental health; Coronavirus disease 2019 (COVID-19); Immune system; Disease; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401617,0.0001897628,0.0002284122,0.0004899468,0.0003226674,0.0005676056,0.0005286532,0.0007490855,0.003124733],"category_scores_gemma":[0.007568135,0.0001878112,0.0006635766,0.0005465627,0.000783335,0.0004886034,0.0004863606,0.0006693623,0.0001193877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007404703,"about_ca_system_score_gemma":0.001235796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05792968,"about_ca_topic_score_gemma":0.05540225,"domain_scores_codex":[0.9995275,0.000191177,0.00002684514,0.00006171931,0.00008533883,0.000107588],"domain_scores_gemma":[0.9959906,0.001765136,0.001012057,0.0004360217,0.0003059703,0.0004902735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001531321,0.0000677493,0.9769121,0.0001261519,0.0002606453,0.0006567505,0.0008035023,0.0007686822,0.002065073,0.00200349,0.0002457997,0.01455864],"study_design_scores_gemma":[0.00001538774,0.0003982765,0.9954846,0.00004019529,0.0001656447,0.0008253686,0.0003216707,0.000951074,0.0002729182,0.0008791786,0.0006340756,0.00001168255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926407,0.002082611,0.0006652129,0.0006765015,0.00001512409,0.00001248713,0.0001440092,0.00001063731,0.003752701],"genre_scores_gemma":[0.999341,0.0002261886,0.0001329185,0.00003298607,0.000008526397,0.000001309446,0.00003502484,0.000001237289,0.0002207901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05792968,"threshold_uncertainty_score":0.115185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960151345045286,"score_gpt":0.3279093672931545,"score_spread":0.2883078538427016,"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."}}