{"id":"W4387691801","doi":"10.1093/inthealth/ihad091","title":"Persons ‘never treated’ in mass drug administration for lymphatic filariasis: identifying programmatic and research needs from a series of research review meetings 2020–2021","year":2023,"lang":"en","type":"article","venue":"International Health","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Centers for Disease Control and Prevention; Government of the United Kingdom; James Cook University; University of Oxford; University of Ottawa; RTI International; Foreign, Commonwealth and Development Office; World Health Organization; University of Washington; Emory University; Bill and Melinda Gates Foundation; FHI 360; National Institutes of Health; United States Agency for International Development","keywords":"Lymphatic filariasis; Mass drug administration; Compromise; Medicine; Population; Filariasis; Medical education; Environmental health; Immunology; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003070027,0.0001024622,0.0003166547,0.0006298944,0.0001329548,0.00006008009,0.0001334574,0.00003863149,0.0001380913],"category_scores_gemma":[0.001494647,0.00009059963,0.00007197572,0.0010503,0.0001548673,0.0001965605,0.00006266643,0.0001716338,0.00003440812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581241,"about_ca_system_score_gemma":0.0009030388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846174,"about_ca_topic_score_gemma":0.0003190104,"domain_scores_codex":[0.9971574,0.000397691,0.000468018,0.0002942855,0.001211155,0.0004714389],"domain_scores_gemma":[0.9980192,0.0009056851,0.00008435942,0.0001953638,0.0005304949,0.0002649586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009748898,0.005181886,0.4736937,0.06363414,0.002675543,0.002151373,0.01907998,0.000008393261,0.001875937,0.0145322,0.1314111,0.2760069],"study_design_scores_gemma":[0.0234718,0.008481803,0.6965345,0.1240032,0.0004441204,0.0002263302,0.04972393,0.0188314,0.005432868,0.03797826,0.03392288,0.0009489406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854933,0.01896572,0.00004114182,0.1186723,0.0001625812,0.00528814,0.000598126,0.00006070248,0.001278391],"genre_scores_gemma":[0.9798024,0.01332381,0.001119249,0.0001372165,0.0001238432,0.00116799,0.0009288308,0.00002117841,0.00337545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750579,"threshold_uncertainty_score":0.3694546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730837370995199,"score_gpt":0.520481713072912,"score_spread":0.3473979759733921,"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."}}