{"id":"W2806754957","doi":"10.1093/cid/ciy003","title":"Are Alternative Strategies Required to Accelerate the Global Elimination of Lymphatic Filariasis? Insights From Mathematical Models","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Lymphatic filariasis; Diethylcarbamazine; Albendazole; Ivermectin; Mass drug administration; Medicine; Filariasis; Duration (music); Transmission (telecommunications); Environmental health; Immunology; Surgery; Veterinary medicine; Computer science; Population; Helminths; Telecommunications","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":[0.001752346,0.0008569824,0.00108579,0.0005975754,0.0005196371,0.001841095,0.001572935,0.002358629,0.003585954],"category_scores_gemma":[0.00647768,0.0005346906,0.002067822,0.0004605475,0.001308114,0.003497447,0.00094132,0.001323902,0.0004747348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087934,"about_ca_system_score_gemma":0.001945092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029717,"about_ca_topic_score_gemma":0.005172663,"domain_scores_codex":[0.9994499,0.0002402309,0.00002260453,0.00008301912,0.00006508072,0.000139195],"domain_scores_gemma":[0.9977778,0.001345158,0.0005161557,0.00007378658,0.0001483563,0.0001389119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003157662,0.00004919493,0.002212515,0.0001343982,0.00007415741,0.0001177491,0.0001205672,0.8913109,0.0005720986,0.1003672,0.001314854,0.003694868],"study_design_scores_gemma":[0.00003505747,0.00005048488,0.0006817774,0.00004949236,0.00004869324,0.00005296192,0.000128479,0.938101,0.0001313504,0.05844199,0.002254913,0.00002373723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.399653,0.005855212,0.4994996,0.03008911,0.0004183451,0.0002908027,0.001287642,0.0003912379,0.06251501],"genre_scores_gemma":[0.9665096,0.003231026,0.02149564,0.001178606,0.0001325185,0.000303117,0.0002738925,0.00007182687,0.006803701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01029717,"threshold_uncertainty_score":0.02047449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095429720854423,"score_gpt":0.4435962143243192,"score_spread":0.3340532422388769,"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."}}