{"id":"W2014763402","doi":"10.1371/journal.pcbi.1000280","title":"Social Contact Networks and Disease Eradicability under Voluntary Vaccination","year":2009,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vaccination; Herd immunity; Incentive; Smallpox; Population; Medicine; Demography; Immunology; Environmental health; Economics; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006870718,0.00009763461,0.00009557766,0.00002645835,0.0001133661,0.00001035548,0.00006431213,0.0001060622,0.00002254712],"category_scores_gemma":[0.00004941945,0.00009820213,0.00004140926,0.00004302832,0.00004959538,0.00000282938,0.00003284533,0.00006427943,0.000002494638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982044,"about_ca_system_score_gemma":0.00006370378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002160604,"about_ca_topic_score_gemma":0.000005983088,"domain_scores_codex":[0.9993147,0.00008432722,0.0001440982,0.0002637301,0.00005496551,0.000138148],"domain_scores_gemma":[0.9996662,0.00002649209,0.00004885241,0.00007444349,0.00008197781,0.0001020071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758599,0.00186065,0.3418159,0.00006615679,0.0005692451,0.000008326294,0.0001796088,0.2652287,0.04379925,0.2840705,0.01538528,0.04525778],"study_design_scores_gemma":[0.00048121,0.0001962615,0.8348918,0.000001489766,0.00001716444,0.000003529997,0.000006576097,0.1241919,0.00001777935,0.0395928,0.0004678252,0.0001316493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738395,0.0005438836,0.1212183,0.003895439,0.00006022708,0.0001582802,0.00002952914,0.00002305225,0.0002318094],"genre_scores_gemma":[0.9952798,0.00002845286,0.0006907781,0.002554282,0.0002102021,0.000005083406,0.001185895,0.000005391349,0.00004014593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4930759,"threshold_uncertainty_score":0.4004567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009390482772895191,"score_gpt":0.2679006413187404,"score_spread":0.2585101585458452,"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."}}