{"id":"W3091773516","doi":"10.1371/journal.pntd.0008644","title":"Defining a prevalence level to describe the elimination of Lymphatic Filariasis (LF) transmission and designing monitoring & evaluating (M&E) programmes post the cessation of mass drug administration (MDA)","year":2020,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; GlaxoSmithKline","keywords":"Lymphatic filariasis; Mass drug administration; Microfilaria; Transmission (telecommunications); Medicine; Wuchereria bancrofti; Environmental health; Filariasis; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002893631,0.0001655236,0.0002497229,0.00006466593,0.0001959645,0.00005687625,0.0001237737,0.00003789173,0.00003622817],"category_scores_gemma":[0.003221844,0.0001029405,0.00009735651,0.0003919485,0.0001148888,0.00012248,0.00003043504,0.00009249259,0.000003223329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005861127,"about_ca_system_score_gemma":0.0003349955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002163746,"about_ca_topic_score_gemma":0.000004060268,"domain_scores_codex":[0.9979483,0.0003276178,0.0003768239,0.0002883041,0.0008145288,0.0002444566],"domain_scores_gemma":[0.9981731,0.0007795616,0.0001392908,0.0001995297,0.0003679363,0.0003406468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005292672,0.001741543,0.195397,0.003441156,0.0006673274,0.0000189765,0.00608779,0.0002026312,0.6191306,0.0003454601,0.0000511404,0.1676238],"study_design_scores_gemma":[0.001178399,0.0009499667,0.9560663,0.0009773871,0.001148004,0.000003537396,0.0005059233,0.00281564,0.03613655,0.0001065211,0.000008134495,0.0001036434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809177,0.001990953,0.01201505,0.003657437,0.00001262371,0.00124773,0.00009268049,0.00004652656,0.00001932816],"genre_scores_gemma":[0.9887019,0.0001035828,0.01072554,0.00007550879,0.00004819753,0.0002194759,0.00009374282,0.00001690983,0.00001516305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7606693,"threshold_uncertainty_score":0.4197792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08877795094597386,"score_gpt":0.3570702561336912,"score_spread":0.2682923051877174,"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."}}