{"id":"W2568653165","doi":"10.1016/s2468-2667(17)30004-x","title":"Have you herd? Indirect flu vaccine effects are critically important","year":2017,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"Medical Research Council","keywords":"Vaccination; Medicine; Scopus; Herd immunity; Influenza vaccine; Epidemiology; Disease; Seasonal influenza; Immunology; Intensive care medicine; MEDLINE; Internal medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Biology","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":[0.005476032,0.0004521133,0.001050998,0.0009219794,0.002094927,0.00417546,0.0008325982,0.003755284,0.0991053],"category_scores_gemma":[0.03434241,0.0002853128,0.0007990359,0.0006054262,0.001608445,0.004749701,0.002311359,0.004059141,0.01816988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736421,"about_ca_system_score_gemma":0.003198595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005538911,"about_ca_topic_score_gemma":0.007586595,"domain_scores_codex":[0.9956979,0.002591138,0.0002045519,0.0003109534,0.0006989642,0.0004965764],"domain_scores_gemma":[0.9843141,0.007898835,0.002481221,0.0006592461,0.002541874,0.002104633],"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":[0.0002034782,0.00009609662,0.01249046,0.001230498,0.0002324544,0.001156539,0.001128898,0.000101274,0.0002474129,0.008019684,0.60496,0.3701332],"study_design_scores_gemma":[0.00005298352,0.0002068194,0.01392053,0.005555809,0.0002415325,0.002541845,0.003411829,0.0001570688,0.0002555542,0.02149831,0.9520904,0.00006716613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01057559,0.1302958,0.00185593,0.7424627,0.01841709,0.0001138892,0.001924763,0.0002893625,0.09406479],"genre_scores_gemma":[0.2258824,0.2356632,0.004860185,0.3829377,0.0387289,0.000380573,0.002398969,0.0003894751,0.1087587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0991053,"threshold_uncertainty_score":0.3315402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785486828215216,"score_gpt":0.4298233148842301,"score_spread":0.2512746320627086,"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."}}