{"id":"W2912833873","doi":"10.1017/s0950268818003540","title":"Risk of influenza infection with low vaccine effectiveness: the role of avoidance behaviour","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vaccination; Medicine; Context (archaeology); Demography; Disease; Population; Environmental health; Immunology; Vaccine efficacy; Biology; 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":[0.00280773,0.0003251868,0.0005633762,0.0003435903,0.0003225364,0.001411042,0.0006030845,0.0008575689,0.00225934],"category_scores_gemma":[0.01340988,0.0001972138,0.0007224435,0.0002734478,0.0006814455,0.0008088463,0.000902521,0.000892539,0.0002049494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348499,"about_ca_system_score_gemma":0.0007554649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005506242,"about_ca_topic_score_gemma":0.005832394,"domain_scores_codex":[0.9984263,0.001083955,0.00006835753,0.0001819165,0.0001132506,0.0001262464],"domain_scores_gemma":[0.9934077,0.004077576,0.001606447,0.0003645139,0.0002130981,0.0003306943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008590689,0.0005678968,0.904809,0.0004300753,0.001188498,0.0006610478,0.001729787,0.03475296,0.003627214,0.0140712,0.0009029051,0.03640032],"study_design_scores_gemma":[0.00007133374,0.001355724,0.8407897,0.0003318131,0.0007550807,0.001171875,0.001266133,0.1277559,0.0009040468,0.02216222,0.003328519,0.0001077246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854814,0.001653215,0.00810924,0.001011224,0.00003086821,0.00006025936,0.000175452,0.00002005471,0.003458237],"genre_scores_gemma":[0.9984363,0.0002362245,0.0008298082,0.00006046997,0.000007238802,0.00001569005,0.00004769547,0.000002480597,0.0003641096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005506242,"threshold_uncertainty_score":0.01484889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625898067763041,"score_gpt":0.3536054432092599,"score_spread":0.3273464625316295,"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."}}