{"id":"W4387082209","doi":"10.1016/s1473-3099(23)00420-6","title":"Effectiveness of long-lasting insecticidal nets with pyriproxyfen–pyrethroid, chlorfenapyr–pyrethroid, or piperonyl butoxide–pyrethroid versus pyrethroid only against malaria in Tanzania: final-year results of a four-arm, single-blind, cluster-randomised trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"Medical Research Council; Department for International Development; Department for International Development, UK Government; Department of Health and Social Care; Wellcome Trust; President's Malaria Initiative; National Institute for Health and Care Research; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Piperonyl butoxide; Pyrethroid; Chlorfenapyr; Medicine; Tanzania; Pyriproxyfen; Toxicology; Pediatrics; Environmental health; Pesticide; Biology; Geography; Internal medicine","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":[0.007067248,0.001641979,0.003019597,0.0004909671,0.0005764394,0.001109442,0.001696922,0.002155306,0.002826144],"category_scores_gemma":[0.004683169,0.0007871407,0.003432051,0.0005725594,0.00170462,0.001343837,0.0006610571,0.00247013,0.0004456498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334637,"about_ca_system_score_gemma":0.002804393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004875864,"about_ca_topic_score_gemma":0.006747772,"domain_scores_codex":[0.9971768,0.001619988,0.000231565,0.0003254469,0.0002284293,0.0004177573],"domain_scores_gemma":[0.9955813,0.001455913,0.001072928,0.0004273036,0.0003847099,0.00107785],"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":[0.9709224,0.008632823,0.0008835602,0.0008134954,0.0009241118,0.00003572003,0.0001469698,0.0006503421,0.002632663,0.00007191786,0.0003696426,0.01391648],"study_design_scores_gemma":[0.8478913,0.1464117,0.003521367,0.00006390721,0.0006882218,0.00002329402,0.00003343082,0.0004250281,0.0005687951,0.00009527215,0.0002527649,0.00002492807],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942882,0.001594874,0.0004097914,0.0002383215,0.0001669686,0.002417474,0.0003570833,0.00004227199,0.0004849538],"genre_scores_gemma":[0.9925962,0.0008955005,0.001727583,0.0002544865,0.000131529,0.003102029,0.0004611717,0.00001169053,0.0008197583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007067248,"threshold_uncertainty_score":0.03737563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604905034829815,"score_gpt":0.3090647503251283,"score_spread":0.2530156999768302,"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."}}