{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03008114,0.0005766386,0.00478996,0.0007502505,0.000646858,0.001175886,0.001189112,0.0004368759,0.0000974179],"category_scores_gemma":[0.01536971,0.000427324,0.0004952784,0.0002836927,0.0003217878,0.0001370805,0.003592145,0.00408451,0.00001862915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751666,"about_ca_system_score_gemma":0.001029001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005321781,"about_ca_topic_score_gemma":0.0004714,"domain_scores_codex":[0.9829308,0.01224476,0.001626828,0.001103806,0.001148709,0.0009450833],"domain_scores_gemma":[0.9818043,0.01497436,0.0003725007,0.001466746,0.0007046361,0.0006775021],"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":[0.9770486,0.002453184,0.01581912,0.001357408,0.001381877,0.00006696051,0.0007504377,0.00001876036,0.00004843948,0.00006006725,0.000525676,0.0004694794],"study_design_scores_gemma":[0.9705694,0.002405447,0.01269327,0.001746087,0.0005586991,0.000002557741,0.002251225,0.0079168,0.000004742585,0.001274632,0.0002264148,0.0003507599],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2609239,0.0001216402,0.00005862246,0.001773332,0.000239988,0.7364616,0.00005418517,0.00004985906,0.000316831],"genre_scores_gemma":[0.4476517,0.00002134445,0.0001086873,0.00003414045,0.0004785357,0.5501581,0.00001489212,0.00007404984,0.001458582],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1867278,"threshold_uncertainty_score":0.999861,"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."}}