{"id":"W4220704503","doi":"10.4269/ajtmh.21-0840","title":"Lessons from Large-Scale Tolerability and Acceptability Studies of Triple Drug Mass Drug Administration Performed to Support Policy Change and Accelerate Elimination of Lymphatic Filariasis","year":2022,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Bill and Melinda Gates Foundation","keywords":"Tolerability; Lymphatic filariasis; Albendazole; Mass drug administration; Medicine; Regimen; Ivermectin; Clinical trial; Wuchereria bancrofti; Pharmacology; Intensive care medicine; Filariasis; Internal medicine; Adverse effect; Immunology; Environmental health; Surgery; Veterinary medicine; Population","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":[0.1498405,0.0008530566,0.001708635,0.0007622612,0.0006176561,0.002732678,0.0028411,0.003080887,0.002026069],"category_scores_gemma":[0.2068123,0.0004842223,0.002098797,0.001160263,0.002265287,0.003131986,0.001389251,0.00531935,0.0004811207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494812,"about_ca_system_score_gemma":0.009946872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005156413,"about_ca_topic_score_gemma":0.00874469,"domain_scores_codex":[0.9054655,0.07423007,0.005578607,0.002573429,0.01115796,0.0009944235],"domain_scores_gemma":[0.6564521,0.2535272,0.0254621,0.018349,0.04244768,0.003761942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005966291,0.003984952,0.03190887,0.01365582,0.002804697,0.0007346891,0.004672125,0.003348392,0.006749912,0.02497662,0.05888395,0.8423137],"study_design_scores_gemma":[0.005881924,0.09707509,0.2734394,0.0286766,0.01054025,0.002731127,0.009016074,0.006214743,0.03718551,0.05130457,0.4772736,0.0006611531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2599145,0.1752302,0.07570266,0.344915,0.006096342,0.01224507,0.006773287,0.000552385,0.1185706],"genre_scores_gemma":[0.8037716,0.06929583,0.05127706,0.06067096,0.00552706,0.00405099,0.001344691,0.0002451352,0.003816702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1498405,"threshold_uncertainty_score":0.7924416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808269318250873,"score_gpt":0.4027823797364016,"score_spread":0.3346996865538928,"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."}}