{"id":"W4395467261","doi":"10.1093/cid/ciae021","title":"How Does the Proportion of Never Treatment Influence the Success of Mass Drug Administration Programs for the Elimination of Lymphatic Filariasis?","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"European and Developing Countries Clinical Trials Partnership; Fundación Mundo Sano; Eisai; University of Oxford; Imperial College London; Fred Hollows Foundation; Children's Investment Fund Foundation; Wellcome Trust; Bill and Melinda Gates Foundation; Li Ka Shing Foundation; Foreign, Commonwealth and Development Office; European Commission; Sanofi; World Health Organization; Gilead Sciences; Merck KGaA; Medical Research Council; Bayer; AstraZeneca; Pfizer; United States Agency for International Development","keywords":"Lymphatic filariasis; Ivermectin; Mass drug administration; Diethylcarbamazine; Albendazole; Medicine; Wuchereria bancrofti; Transmission (telecommunications); Population; Filariasis; Microfilaria; Internal medicine; Environmental health; Immunology; Surgery; Veterinary medicine; Helminths","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":[0.01832519,0.0004020158,0.001007408,0.0005995487,0.000465962,0.002358221,0.001460955,0.001979484,0.004120691],"category_scores_gemma":[0.09279989,0.0004063871,0.001373362,0.0005954349,0.001322499,0.002722393,0.001040403,0.001572617,0.0008134537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530527,"about_ca_system_score_gemma":0.001375067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00975785,"about_ca_topic_score_gemma":0.006430786,"domain_scores_codex":[0.9883301,0.00783706,0.0004146664,0.001616127,0.0008413969,0.0009606641],"domain_scores_gemma":[0.9033892,0.06898422,0.01780526,0.003155895,0.003802584,0.002862941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001320315,0.000563791,0.9072992,0.0002355587,0.001912264,0.0002568603,0.0005544584,0.04584477,0.001595509,0.004088689,0.002250128,0.03407856],"study_design_scores_gemma":[0.0001244246,0.001845818,0.8370029,0.0002044392,0.001121586,0.0006784453,0.001207847,0.1392577,0.001545343,0.01245554,0.004452327,0.0001037409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803539,0.001246129,0.009594246,0.002865877,0.000105817,0.00009052956,0.0007916178,0.00006601044,0.004885928],"genre_scores_gemma":[0.9985298,0.0001333382,0.000586986,0.0002340514,0.00002444576,0.00001720867,0.0001481312,0.00001528906,0.0003108541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832519,"threshold_uncertainty_score":0.09691405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792015184121528,"score_gpt":0.4081616713693131,"score_spread":0.3702415195280978,"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."}}