{"id":"W4395479765","doi":"10.1371/journal.pgph.0001985","title":"Factors associated with never treatment and acceptability of mass drug administration for the elimination of lymphatic filariasis in Guyana, 2021","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Pan American Health Organization; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Lymphatic filariasis; Mass drug administration; Respondent; Medicine; Demographics; Demography; Family medicine; Environmental health; Filariasis; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579126,0.0001835945,0.0002167056,0.000434925,0.0004985171,0.0008497196,0.000314038,0.0006459216,0.001451957],"category_scores_gemma":[0.007141065,0.0001921868,0.0003156427,0.0005113985,0.0003767192,0.00039182,0.0004575281,0.0007888032,0.0002211099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164566,"about_ca_system_score_gemma":0.0004075205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705253,"about_ca_topic_score_gemma":0.01907374,"domain_scores_codex":[0.9983079,0.0008887592,0.0001707336,0.0001074734,0.000307871,0.000217156],"domain_scores_gemma":[0.9925932,0.002040955,0.003672216,0.0002173969,0.0005458632,0.0009303386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004209881,0.00005593251,0.9974996,0.00001832083,0.00001830958,0.00006177551,0.000513338,0.00002328962,0.0001128433,0.000009689949,0.00008982114,0.001554966],"study_design_scores_gemma":[0.000001424545,0.00008179287,0.99889,0.00001103262,0.000007433897,0.0001174963,0.0006388975,0.00008539949,0.00002598984,0.000005051211,0.0001316897,0.00000378611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988702,0.0001756968,0.00004818984,0.0002235233,0.000004804723,0.00001268043,0.00009542762,0.000002285135,0.0005672795],"genre_scores_gemma":[0.9996765,0.00005584983,0.00003840318,0.00004353423,0.00000434283,0.000006186857,0.00006789599,5.883842e-7,0.0001067613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705253,"threshold_uncertainty_score":0.03390652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028329292250206,"score_gpt":0.387375906239729,"score_spread":0.2845429770147084,"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."}}