{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108245,0.0002095728,0.001207692,0.00006530696,0.00004559647,0.000001481551,0.0002000376,0.0003260176,0.001394618],"category_scores_gemma":[0.001312803,0.000108677,0.0001596588,0.00008521805,0.0004535049,0.000007853317,0.00006192586,0.000285278,0.00001249417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009685719,"about_ca_system_score_gemma":0.00001744583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004247214,"about_ca_topic_score_gemma":4.874287e-7,"domain_scores_codex":[0.9979954,0.0003864109,0.0009422677,0.0002850033,0.0001370358,0.0002538824],"domain_scores_gemma":[0.9973046,0.001778529,0.0002342936,0.0004634945,0.00007862559,0.0001405156],"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":[0.000763754,0.004655724,0.001095594,0.0003115281,0.00008837739,0.000001778651,0.0003244306,0.000004451997,0.003439964,0.9851724,0.00001960405,0.004122375],"study_design_scores_gemma":[0.001801356,0.0105194,0.005635708,0.0003063228,0.0003163296,0.00007005011,0.0004276929,0.01563915,0.006179637,0.958923,0.00005009999,0.0001312379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810851,0.00008925576,0.004844607,0.003749143,0.00001460321,0.0007990553,0.00000668067,0.00001980674,0.009391715],"genre_scores_gemma":[0.9962903,0.00001625015,0.003362843,0.0002275535,0.00001776884,0.00001336281,0.00000307024,0.00001037768,0.00005842336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0262494,"threshold_uncertainty_score":0.9995182,"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."}}