{"id":"W3047412448","doi":"10.2196/20904","title":"Mass Drug Administration With High-Dose Ivermectin and Dihydroartemisinin-Piperaquine for Malaria Elimination in an Area of Low Transmission With High Coverage of Malaria Control Interventions: Protocol for the MASSIV Cluster Randomized Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Department for International Development; Wellcome Trust","keywords":"Malaria; Medicine; Mass drug administration; Artemisinin; Psychological intervention; Dihydroartemisinin; Transmission (telecommunications); Randomized controlled trial; Cluster randomised controlled trial; Environmental health; Plasmodium falciparum; Population; Surgery; Immunology; Telecommunications; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02728873,0.005990779,0.009497697,0.002010804,0.00320212,0.004127168,0.003589106,0.006329632,0.04992349],"category_scores_gemma":[0.02053902,0.002653949,0.004468094,0.002916109,0.003692542,0.003027806,0.002191158,0.006487046,0.01021408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005384371,"about_ca_system_score_gemma":0.01877129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388975,"about_ca_topic_score_gemma":0.004702463,"domain_scores_codex":[0.983853,0.009273812,0.001677888,0.001412341,0.001732691,0.002050303],"domain_scores_gemma":[0.9880257,0.001857017,0.002809145,0.001438053,0.003735349,0.002134733],"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":[0.9249809,0.01907544,0.00112629,0.01071153,0.001562032,0.0001650641,0.0003332977,0.002489282,0.00249307,0.003281384,0.01367554,0.02010611],"study_design_scores_gemma":[0.9184133,0.03996821,0.002779763,0.002015921,0.00085078,0.00006087732,0.0001195198,0.00231369,0.001228164,0.002106249,0.03002979,0.0001136558],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001961593,0.0001261365,0.0008092254,0.0001050131,0.0001563743,0.9953672,0.0007665337,0.0000521394,0.0006558883],"genre_scores_gemma":[0.002282771,0.00009510716,0.001584315,0.00009344497,0.0000328737,0.9954209,0.0001938152,0.000004493536,0.0002923579],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04992349,"threshold_uncertainty_score":0.1670107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423832263844653,"score_gpt":0.503587867129854,"score_spread":0.3612046407453887,"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."}}