{"id":"W2970187682","doi":"10.1093/infdis/jiz434","title":"Repeated Seasonal Influenza Vaccination: How Much Is Too Much of a Good Thing?","year":2019,"lang":"en","type":"letter","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Vaccination; Seasonal influenza; Virology; Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004318936,0.0006841759,0.001400827,0.0008252694,0.004214203,0.003831905,0.001412349,0.04452285,0.007230641],"category_scores_gemma":[0.03042345,0.0006689388,0.0008299537,0.0009943348,0.003101678,0.004661146,0.001328797,0.03095905,0.004927668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004645015,"about_ca_system_score_gemma":0.005048848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0068192,"about_ca_topic_score_gemma":0.01043129,"domain_scores_codex":[0.9960856,0.001894179,0.000513941,0.0003715012,0.0006548319,0.0004798489],"domain_scores_gemma":[0.9861637,0.007415208,0.001252451,0.0003308805,0.00195742,0.002880396],"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":[0.0002002006,0.00009302337,0.005440317,0.0001505391,0.00004293625,0.006033629,0.0005727367,0.00003852413,0.0002774661,0.003045331,0.9669619,0.01714339],"study_design_scores_gemma":[0.0004994993,0.0003243226,0.009583159,0.002032981,0.0001784553,0.01563872,0.004480714,0.0006839969,0.0003189046,0.01699503,0.949113,0.0001513124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005462971,0.001304037,0.00002226113,0.9873125,0.009579623,0.00000421396,0.0000131037,0.000003774075,0.001214259],"genre_scores_gemma":[0.008833555,0.002316772,0.0001441229,0.9252968,0.05926344,0.00002387931,0.00001822396,0.00001238493,0.004090788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04452285,"threshold_uncertainty_score":0.03370214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861145813371861,"score_gpt":0.3368882453692946,"score_spread":0.2982767872355759,"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."}}