{"id":"W4385621747","doi":"10.1016/s2542-5196(23)00137-7","title":"Effects of next-generation, dual-active-ingredient, long-lasting insecticidal net deployment on insecticide resistance in malaria vectors in Tanzania: an analysis of a 3-year, cluster-randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Malaria Research and Control","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Foreign, Commonwealth and Development Office; Department for International Development; Medical Research Council; Royal Society; Department of Health and Social Care; Wellcome Trust; Department for International Development, UK Government; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"Biology; Permethrin; Anopheles gambiae; Toxicology; Piperonyl butoxide; Malaria; Bioassay; Pyriproxyfen; Veterinary medicine; Pesticide; Medicine; Ecology; Immunology","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":[0.009447823,0.001834792,0.004471537,0.0006342605,0.0007330473,0.001052729,0.001468939,0.001764974,0.002611164],"category_scores_gemma":[0.007441766,0.0009031641,0.003437641,0.000683289,0.0017703,0.001372657,0.0008830546,0.001791008,0.0003239713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030745,"about_ca_system_score_gemma":0.003211684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006901122,"about_ca_topic_score_gemma":0.008160215,"domain_scores_codex":[0.9941158,0.0032712,0.0004874131,0.0009715533,0.0004409156,0.0007130275],"domain_scores_gemma":[0.9943856,0.001642041,0.001319755,0.0008533871,0.0005684735,0.001230704],"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":[0.9744075,0.007040203,0.002020699,0.0005039467,0.001532973,0.000029897,0.0001538996,0.0009304619,0.00171316,0.00005493313,0.0002682964,0.01134405],"study_design_scores_gemma":[0.6326711,0.3417517,0.01995778,0.00009048093,0.001881593,0.00003197359,0.0001091136,0.002067904,0.0007883721,0.000161803,0.0004178106,0.00007043142],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942244,0.001082999,0.0004956954,0.0001135519,0.0001556521,0.003334873,0.0002707219,0.0000506469,0.0002715784],"genre_scores_gemma":[0.9929157,0.0004120587,0.001619788,0.0001149007,0.00007059544,0.004185768,0.0002243578,0.0000100376,0.0004467866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009447823,"threshold_uncertainty_score":0.0499655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04598367231259829,"score_gpt":0.3154257810261307,"score_spread":0.2694421087135324,"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."}}