{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009417506,0.0002736491,0.0002504959,0.0006706502,0.0005697843,0.001065533,0.0005740104,0.0006423337,0.003346228],"category_scores_gemma":[0.006729163,0.0001857872,0.0003391441,0.0003278896,0.0008893667,0.001438401,0.001066877,0.0003701219,0.0001565695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180814,"about_ca_system_score_gemma":0.0004998234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007657051,"about_ca_topic_score_gemma":0.004208588,"domain_scores_codex":[0.999523,0.0002468552,0.00001719742,0.00006340304,0.00005408316,0.00009543783],"domain_scores_gemma":[0.9976998,0.001298436,0.0005594061,0.0001267483,0.0001208737,0.0001948523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003444527,0.0003331505,0.06779607,0.0001182794,0.0001384413,0.0005555006,0.00140408,0.767592,0.004082355,0.135098,0.001383289,0.02115432],"study_design_scores_gemma":[0.00008726389,0.0004173041,0.03028666,0.00004828909,0.00006105204,0.0002574906,0.0009826767,0.8889768,0.0008734303,0.0757848,0.002185191,0.00003906276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777295,0.0001742629,0.01171059,0.0006118366,0.00001200086,0.00003767254,0.00009447637,0.00004833902,0.009581355],"genre_scores_gemma":[0.9988422,0.00005693304,0.0004241851,0.00001384613,0.000003502544,0.00001343547,0.00002104191,0.000002906767,0.0006219691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007657051,"threshold_uncertainty_score":0.01522499,"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."}}