{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447902,0.0002239536,0.0006075561,0.0002124223,0.0001377218,0.00003848438,0.000177841,0.0001464247,0.0005371072],"category_scores_gemma":[0.001386139,0.0001421755,0.0001272483,0.0003324416,0.0001701427,0.0001515008,0.00005602192,0.0005435874,0.00000473708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141034,"about_ca_system_score_gemma":0.000214781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574566,"about_ca_topic_score_gemma":0.0003512836,"domain_scores_codex":[0.9968544,0.001284146,0.000533806,0.0001765034,0.0007758486,0.0003752811],"domain_scores_gemma":[0.9976156,0.001248478,0.0002383984,0.0004079768,0.0003094458,0.000180075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007949555,0.0005257345,0.8139525,0.0004341912,0.0002884061,0.000006627602,0.005637747,0.0002104379,0.1653576,0.0002019524,0.0001390291,0.01245087],"study_design_scores_gemma":[0.002563885,0.0005212267,0.9760131,0.0005972442,0.0001958793,0.00002109233,0.001948607,0.01007941,0.006817817,0.001121336,0.000001119526,0.000119263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996686,0.0007066036,0.00005095404,0.001091032,0.00001749007,0.001266601,0.00002346852,0.0000162484,0.0001416346],"genre_scores_gemma":[0.9995574,0.00003934773,0.0002337642,0.0000198117,0.00002293491,0.0000696584,0.00002139945,0.0000231595,0.00001246645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620606,"threshold_uncertainty_score":0.5880947,"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."}}