{"id":"W2028013595","doi":"10.1007/s00285-005-0356-0","title":"Modelling the effect of a booster vaccination on disease epidemiology","year":2005,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; National Research Council Institute for Biodiagnostics","funders":"","keywords":"Booster (rocketry); Vaccination; Measles; Mathematical modelling of infectious disease; Outbreak; Booster dose; Disease; Vaccine efficacy; Immunology; Disease Eradication; Medicine; Immunity; Immunization; Infectious disease (medical specialty); Environmental health; Virology; Immune system; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157352,0.00009334963,0.0004946273,0.00007674601,0.00003086705,0.000001019016,0.00009461122,0.0001028432,0.000257865],"category_scores_gemma":[0.002125514,0.00004163508,0.0002299995,0.00003927795,0.0001023396,0.00003102916,0.00001825418,0.0002372501,0.00004647075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000185233,"about_ca_system_score_gemma":0.00002450179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.76308e-7,"about_ca_topic_score_gemma":5.146217e-8,"domain_scores_codex":[0.9987186,0.0004447248,0.0005420907,0.00008052257,0.00006973558,0.000144302],"domain_scores_gemma":[0.9971292,0.002250773,0.000297322,0.0001469628,0.0000565227,0.0001192253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.099279,0.005751919,0.1881137,0.003759149,0.003088257,0.000321757,0.001385353,0.05977963,0.01063558,0.4576698,0.0136245,0.1565913],"study_design_scores_gemma":[0.01732048,0.04397636,0.08518741,0.001452288,0.004449659,0.001443246,0.00009457128,0.3578307,0.01021603,0.4708066,0.006605446,0.0006172518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717987,0.0009303301,0.01499688,0.01149853,0.00006128239,0.0001773349,0.000003291231,0.000005561328,0.0005281193],"genre_scores_gemma":[0.9976888,0.00005935228,0.0008390867,0.0011161,0.000236122,0.00000406151,0.00000187976,0.000005696255,0.00004884253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2980511,"threshold_uncertainty_score":0.2823441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421185605606976,"score_gpt":0.3642310891528885,"score_spread":0.3200192330968187,"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."}}