{"id":"W4253842461","doi":"10.21203/rs.2.23504/v1","title":"Coverage Validation survey for lymphatic filariasis treatment in Itang special district of Gambella regional state of Ethiopia; Cross sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Bundesministerium für Gesundheit","keywords":"Lymphatic filariasis; Mass drug administration; Albendazole; Medicine; Ivermectin; Population; Socioeconomics; Geography; Filariasis; Environmental health; Veterinary medicine; Surgery; Helminths","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":[0.001006557,0.0003221861,0.0002250639,0.001466745,0.0004757221,0.0004464883,0.0003349143,0.0003299447,0.001621408],"category_scores_gemma":[0.001533507,0.000369982,0.0002199171,0.001336089,0.0001970553,0.0003138139,0.0003825157,0.000304507,0.0002960869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502638,"about_ca_system_score_gemma":0.0006535816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814938,"about_ca_topic_score_gemma":0.0177062,"domain_scores_codex":[0.9995546,0.0001608769,0.00004493056,0.00005351372,0.00007897313,0.0001070887],"domain_scores_gemma":[0.999084,0.0001849966,0.0003360694,0.00005363032,0.0001965073,0.0001447602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004159458,0.0001154763,0.9952562,0.00005480216,0.00002889006,0.0002576812,0.0009056164,0.00006476774,0.0004359789,0.0000312113,0.0003625115,0.00244525],"study_design_scores_gemma":[0.000004578287,0.0001372447,0.9970424,0.00002252719,0.00001389297,0.0003334856,0.001491394,0.0001824912,0.0001393295,0.000008986824,0.0006190929,0.000004511458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979436,0.0001140922,0.0001700681,0.00003188275,0.00000307058,0.000109528,0.001164833,0.000004479861,0.000458532],"genre_scores_gemma":[0.997492,0.0001361728,0.0003846152,0.00006163716,0.000005094138,0.0001822731,0.001255346,0.000001733558,0.0004811619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814938,"threshold_uncertainty_score":0.03608745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.211790650532786,"score_gpt":0.4933442042489065,"score_spread":0.2815535537161205,"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."}}