{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009362037,0.0002730246,0.001220822,0.0002323953,0.0001496125,0.0001452659,0.0002990989,0.000211694,0.0001267076],"category_scores_gemma":[0.002464717,0.0001539321,0.0002917919,0.0003852367,0.0005321068,0.000388344,0.00004051867,0.0007195475,4.80991e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000627836,"about_ca_system_score_gemma":0.0008694137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000254904,"about_ca_topic_score_gemma":0.00004618919,"domain_scores_codex":[0.9938082,0.002498764,0.001451335,0.0006264402,0.00110516,0.0005101023],"domain_scores_gemma":[0.9932738,0.004224617,0.00051766,0.000448346,0.001183968,0.0003516214],"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":[0.978825,0.002510466,0.0002877407,0.004734545,0.0002109733,0.0000181328,0.0001906502,0.00004583961,0.003803024,0.003269995,0.0002009354,0.005902701],"study_design_scores_gemma":[0.8968087,0.05616249,0.003278123,0.004140387,0.000088137,0.000004858483,0.0001425532,0.0344712,0.00366191,0.0005638314,0.0005070019,0.0001707777],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005761915,0.000002444978,0.0637158,0.01851199,0.000005336495,0.9118754,0.00008152069,0.00002111258,0.0000245276],"genre_scores_gemma":[0.4023374,7.904094e-7,0.001369727,0.00004356961,0.0001268706,0.5959188,0.00004299925,0.00002863977,0.0001312125],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3965755,"threshold_uncertainty_score":0.6277168,"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."}}