{"id":"W3134095568","doi":"10.1136/bmjopen-2020-046664","title":"Protocol for a four parallel-arm, single-blind, cluster-randomised trial to assess the effectiveness of three types of dual active ingredient treated nets compared to pyrethroid-only long-lasting insecticidal nets to prevent malaria transmitted by pyrethroid insecticide-resistant vector mosquitoes in Tanzania","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Malaria Research and Control","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Department for International Development; Department of Health and Social Care; Wellcome Trust; Medical Research Council; Wellcome; Department for International Development, UK Government; Bill and Melinda Gates Foundation","keywords":"Medicine; Protocol (science); Randomized controlled trial; Dual (grammatical number); Single blind; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004020428,0.0004805371,0.001786362,0.0002792669,0.0001514308,0.0001630943,0.0006217143,0.0002150964,0.0001155673],"category_scores_gemma":[0.005977023,0.0003556072,0.000280138,0.001173902,0.00009235203,0.0001784525,0.0004384509,0.0003962215,0.000003284779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003831346,"about_ca_system_score_gemma":0.001636675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898582,"about_ca_topic_score_gemma":0.01085038,"domain_scores_codex":[0.9938024,0.002172537,0.001389275,0.0008594709,0.0009710541,0.0008052054],"domain_scores_gemma":[0.9938551,0.003479902,0.0004328288,0.0007396639,0.001024932,0.0004676114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7693136,0.002661574,0.001252894,0.0008410268,0.0006549613,0.00009352634,0.0009889459,0.001290008,0.2211439,0.00008778622,0.0002460323,0.001425725],"study_design_scores_gemma":[0.5818058,0.02358787,0.1800163,0.004093888,0.0004356037,0.00005492143,0.0005125256,0.003382183,0.2048804,0.0002197718,0.0002877608,0.0007229395],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.600911,0.000007638574,0.005645184,0.00259319,0.0001111386,0.3903672,0.0001175044,0.00002241193,0.000224748],"genre_scores_gemma":[0.7053487,1.585953e-7,0.001005734,0.0002076445,0.0001102864,0.2931768,0.00004111011,0.00005608737,0.00005355512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875078,"threshold_uncertainty_score":0.9998896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228745632832506,"score_gpt":0.4080117244762382,"score_spread":0.2851371611929877,"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."}}