{"id":"W2091366297","doi":"10.1007/s11538-009-9437-3","title":"Mathematical Study of the Role of Gametocytes and an Imperfect Vaccine on Malaria Transmission Dynamics","year":2009,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Manitoba Health Research Council","keywords":"Malaria; Gametocyte; Basic reproduction number; Vaccination; Transmission (telecommunications); Biology; Epidemic model; Mathematical modelling of infectious disease; Malaria vaccine; Infectious disease (medical specialty); Vaccine efficacy; Disease; Mathematics; Immunology; Computer science; Population; Medicine; Environmental health; Plasmodium falciparum","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":[0.002250629,0.0007640804,0.00127018,0.001103932,0.0007355711,0.001583795,0.002053511,0.002203654,0.004325263],"category_scores_gemma":[0.01273704,0.0006355597,0.001064206,0.0006188187,0.002560605,0.003341319,0.001692411,0.00191109,0.0002634012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440485,"about_ca_system_score_gemma":0.002029244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006820139,"about_ca_topic_score_gemma":0.004081808,"domain_scores_codex":[0.9994318,0.0002988074,0.00001797911,0.00005401214,0.00007360518,0.0001237112],"domain_scores_gemma":[0.9942846,0.004116467,0.0007346739,0.0001610007,0.0003073525,0.0003959645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004793532,0.00006515741,0.001360851,0.0001205902,0.00006509903,0.0003556648,0.0001582342,0.2882288,0.001362093,0.7029064,0.002526624,0.002802475],"study_design_scores_gemma":[0.00003642773,0.00005300103,0.0006047265,0.00002325442,0.00005023826,0.0001410639,0.00007024517,0.8674693,0.0001423418,0.1303798,0.001007572,0.00002211473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5166708,0.006092312,0.3990337,0.01916107,0.0006323839,0.0001462419,0.0006761851,0.000127412,0.05745992],"genre_scores_gemma":[0.971101,0.001573943,0.009631959,0.0004560719,0.0003364836,0.00008316942,0.00006918707,0.00003940739,0.01670867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006820139,"threshold_uncertainty_score":0.01770705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156084403894972,"score_gpt":0.284587543355896,"score_spread":0.2730266993169462,"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."}}