{"id":"W4396592263","doi":"10.1186/s12879-024-09341-w","title":"The influence of gender and temephos exposure on community participation in dengue prevention: a compartmental mathematical model","year":2024,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"UBS Optimus Foundation","keywords":"Dengue fever; Aedes aegypti; Mosquito control; Community participation; Aedes; Environmental health; Basic reproduction number; Biology; Demography; Medicine; Socioeconomics; Population; Virology; Ecology; Immunology; Malaria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00333022,0.00161039,0.002128334,0.0008624636,0.0009008732,0.002356137,0.002706923,0.003064115,0.009587852],"category_scores_gemma":[0.009597724,0.0007898506,0.002688438,0.0005860964,0.001794966,0.001861979,0.002183139,0.002360936,0.0008601631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405562,"about_ca_system_score_gemma":0.002889621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02856552,"about_ca_topic_score_gemma":0.01180317,"domain_scores_codex":[0.9986293,0.0006766726,0.00003088639,0.000189541,0.00008029507,0.0003933971],"domain_scores_gemma":[0.9936026,0.004492031,0.0008623306,0.0001255359,0.0004573226,0.0004602866],"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":[0.0008964679,0.0004561231,0.01149162,0.0002121935,0.000300396,0.0006017069,0.0006831571,0.9144959,0.001653827,0.06286832,0.002264564,0.004075769],"study_design_scores_gemma":[0.0001773469,0.0002679495,0.001627197,0.00004606844,0.0001854298,0.00009007873,0.0002583048,0.9865308,0.0001538223,0.00967116,0.0009519928,0.00003973041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7220179,0.002052555,0.2341793,0.007940393,0.000513238,0.0004564777,0.002162748,0.0002405503,0.03043689],"genre_scores_gemma":[0.9651784,0.0009706891,0.009917671,0.0004574959,0.0001029475,0.0005719364,0.0003510452,0.0000478339,0.02240198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02856552,"threshold_uncertainty_score":0.05679852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332309255685916,"score_gpt":0.3394350574655959,"score_spread":0.3061119649087367,"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."}}