{"id":"W4403683114","doi":"10.1016/j.ijregi.2024.100478","title":"A deterministic analysis of an age-sex-structured model for malaria transmission dynamics","year":2024,"lang":"en","type":"article","venue":"IJID Regions","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Global Affairs Canada; African Institute for Mathematical Sciences; International Development Research Centre; Government of Canada","keywords":"Malaria; Dynamics (music); Transmission (telecommunications); Computer science; Psychology; Medicine; Telecommunications; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571425,0.0001046681,0.0005100871,0.0001628346,0.00005963185,0.00000477894,0.00006970752,0.0002202322,0.0001106276],"category_scores_gemma":[0.0001440546,0.00007005613,0.000323285,0.0002175546,0.0002421695,0.00002540681,0.00001040002,0.0001398449,0.000002090407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001659615,"about_ca_system_score_gemma":0.00004717899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002649253,"about_ca_topic_score_gemma":0.00002122525,"domain_scores_codex":[0.9991857,0.00003818867,0.0003028203,0.0002332843,0.00005873584,0.0001812642],"domain_scores_gemma":[0.9991726,0.0003982067,0.00002994379,0.0002206826,0.00002890531,0.000149607],"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":[0.0001270502,0.0001021924,0.00002188499,0.0002810952,0.0006429373,0.00003476142,0.0003387985,0.004024823,0.0002205448,0.9915527,0.00006925456,0.002583968],"study_design_scores_gemma":[0.0001481257,0.0001127664,0.0001543854,0.00003942218,0.002171706,0.00001722019,0.00001503336,0.6810789,0.00001972448,0.3161361,0.00005686776,0.00004975429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05050739,0.00005359099,0.9453729,0.002479956,0.00004469905,0.0002252442,0.00005900819,0.00005705317,0.001200127],"genre_scores_gemma":[0.9812751,0.00001626141,0.01663782,0.0002311958,0.00002383989,0.00003416173,0.0001480647,0.000012043,0.001621529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9307677,"threshold_uncertainty_score":0.2856806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03965537632077372,"score_gpt":0.3362304400482905,"score_spread":0.2965750637275168,"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."}}