{"id":"W4390345157","doi":"10.12688/wellcomeopenres.18027.2","title":"School and community driven dengue vector control and monitoring in Myanmar: Study protocol for a cluster randomized controlled trial","year":2023,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Norges Miljø- og Biovitenskapelige Universitet; Norges Forskningsråd; Wellcome Trust","keywords":"Dengue fever; Vector control; Transmission (telecommunications); Environmental health; Vector (molecular biology); Cluster randomised controlled trial; Geography; Cluster (spacecraft); Citizen journalism; Psychological intervention; Medicine; Political science; Computer science; Virology; Biology; Engineering; Nursing","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":[0.03684948,0.005677459,0.01174308,0.002227393,0.002774078,0.003522265,0.003420722,0.007260897,0.05754423],"category_scores_gemma":[0.02965386,0.002581414,0.004645829,0.003047646,0.003659973,0.003164032,0.001842272,0.005877989,0.007394918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004148855,"about_ca_system_score_gemma":0.01309047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334287,"about_ca_topic_score_gemma":0.00370031,"domain_scores_codex":[0.9752866,0.01589711,0.002344463,0.002140233,0.001848192,0.002483358],"domain_scores_gemma":[0.9862863,0.004338689,0.002800154,0.001976425,0.003019968,0.001578359],"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":[0.9259093,0.01588842,0.001092232,0.01307586,0.00245021,0.0001400815,0.0005406679,0.001976316,0.001489927,0.003550593,0.009813075,0.02407315],"study_design_scores_gemma":[0.9486214,0.03003923,0.001889252,0.001633919,0.0008448364,0.0000270744,0.0001448721,0.002297404,0.0004813076,0.001903674,0.01204458,0.00007239988],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003373144,0.0002285831,0.00157329,0.0001372746,0.0002657569,0.9931258,0.0006635942,0.00008656646,0.00054594],"genre_scores_gemma":[0.002607622,0.00006255915,0.001842077,0.00008248206,0.00002831554,0.9950945,0.00005881755,0.000003717075,0.0002198823],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05754423,"threshold_uncertainty_score":0.194881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959195109151589,"score_gpt":0.4931722320274733,"score_spread":0.2972527211123144,"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."}}