{"id":"W2017242016","doi":"10.1016/j.tpb.2009.08.003","title":"Population dynamics of live-attenuated virus vaccines","year":2009,"lang":"en","type":"article","venue":"Theoretical Population Biology","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Vaccination; Basic reproduction number; Population; Poliomyelitis; Virology; Biology; Attenuated vaccine; Mass vaccination; Medicine; Environmental health; Virulence; Genetics","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":[0.0009769514,0.0002106098,0.0003406774,0.0005285385,0.0003444343,0.0007357814,0.0007361489,0.0005823231,0.00379042],"category_scores_gemma":[0.005140567,0.0002228743,0.0003019422,0.0002819196,0.0005866966,0.00132834,0.0003375933,0.000610403,0.0003389179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235428,"about_ca_system_score_gemma":0.0004002338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313195,"about_ca_topic_score_gemma":0.001721879,"domain_scores_codex":[0.9997789,0.00008926797,0.000004570561,0.00004340768,0.00003543896,0.00004848609],"domain_scores_gemma":[0.998104,0.001371195,0.0001836915,0.00008157271,0.0001716262,0.00008789111],"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":[0.0003356785,0.0003526858,0.05819705,0.0001362611,0.0001724513,0.0004308482,0.001291976,0.5333517,0.04535175,0.3060336,0.004519004,0.04982685],"study_design_scores_gemma":[0.00002510825,0.0001577951,0.0112079,0.00001503436,0.00003615505,0.0002018448,0.0002680254,0.9439497,0.002452814,0.04047276,0.001191326,0.00002153167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694999,0.0001632511,0.02507466,0.0003849714,0.00001201504,0.00001732309,0.00007996745,0.00002797122,0.004739935],"genre_scores_gemma":[0.9955149,0.0001105363,0.001874699,0.00003434991,0.000006565129,0.00001679665,0.00007838148,0.00000956143,0.002354219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379042,"threshold_uncertainty_score":0.01268017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338124453822716,"score_gpt":0.2593063572233638,"score_spread":0.2459251126851366,"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."}}