{"id":"W2169117942","doi":"10.1186/1756-3305-6-17","title":"Mathematical evaluation of community level impact of combining bed nets and indoor residual spraying upon malaria transmission in areas where the main vectors are Anopheles arabiensis mosquitoes","year":2013,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"President's Malaria Initiative; Grand Challenges Canada; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Indoor residual spraying; Toxicology; Biology; Malaria; Mosquito control; Anopheles; Bed nets; Biotechnology; Plasmodium falciparum; Artemisinin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150536,0.0006159305,0.0005610965,0.0006907607,0.0002989412,0.0006844094,0.0009649461,0.0008846354,0.003926175],"category_scores_gemma":[0.005110301,0.0003696443,0.001006372,0.0003355962,0.0007543378,0.0008826093,0.0008727218,0.000651375,0.000244075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803645,"about_ca_system_score_gemma":0.001421152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032299,"about_ca_topic_score_gemma":0.003738335,"domain_scores_codex":[0.999689,0.0001008215,0.00001328455,0.00004795795,0.00005514049,0.00009382801],"domain_scores_gemma":[0.9959173,0.003130617,0.0004701412,0.00008247345,0.0002721591,0.0001274531],"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":[0.00004089919,0.00005082905,0.002919563,0.00005731554,0.00003644316,0.00008104971,0.00001715442,0.9879656,0.001664714,0.004555732,0.0001888597,0.002421666],"study_design_scores_gemma":[0.00000665949,0.00005335848,0.0006725969,0.000003615116,0.00002017514,0.00002190325,0.000009852551,0.9977143,0.0002928077,0.001102552,0.00009867582,0.000003521004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7238234,0.0006876258,0.249256,0.0008857023,0.00004863914,0.0001980681,0.0006467077,0.0002208358,0.02423304],"genre_scores_gemma":[0.9823705,0.0002313784,0.01353559,0.00005272912,0.00001708058,0.0001363521,0.0001493025,0.00002344442,0.003483548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005032299,"threshold_uncertainty_score":0.01313442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854722710032515,"score_gpt":0.3467173788040116,"score_spread":0.2881701517036864,"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."}}