{"id":"W2103749215","doi":"10.1098/rsif.2006.0207","title":"The evolutionary epidemiology of vaccination","year":2007,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Vaccination; Adaptation (eye); Biology; Competition (biology); Evolutionary biology; Parasite hosting; Computer science; Ecology; Virology","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":[0.00119579,0.0002216788,0.0004590663,0.0007678688,0.0005607893,0.001505868,0.0005044499,0.001392718,0.003000192],"category_scores_gemma":[0.006910501,0.0002394071,0.0002725465,0.0003974074,0.001510574,0.001902391,0.001150163,0.0008867676,0.0003422124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547875,"about_ca_system_score_gemma":0.0004924827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535308,"about_ca_topic_score_gemma":0.001032003,"domain_scores_codex":[0.999169,0.0004449591,0.0000267501,0.0001344488,0.0001057993,0.0001190357],"domain_scores_gemma":[0.9987412,0.0006340806,0.0002485301,0.00008929216,0.0001634657,0.0001235173],"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":[0.0001992378,0.0001429479,0.07533816,0.0004070781,0.0002100292,0.0008551917,0.001111025,0.05100959,0.02392789,0.7099234,0.004166717,0.1327087],"study_design_scores_gemma":[0.00006259629,0.000549692,0.1324416,0.0003428857,0.0001242132,0.004090652,0.00179751,0.1422573,0.004793146,0.6586773,0.05472744,0.0001355553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828057,0.01288473,0.07935522,0.01863591,0.0002423508,0.00009335992,0.000274855,0.0001025779,0.06035409],"genre_scores_gemma":[0.9883002,0.003455589,0.004349708,0.0004890877,0.0001082197,0.00003272972,0.00006843626,0.0000136438,0.003182263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003000192,"threshold_uncertainty_score":0.01123065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008913300303997767,"score_gpt":0.2911126183212681,"score_spread":0.2821993180172703,"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."}}