{"id":"W2805746791","doi":"10.1186/s13071-018-2881-x","title":"Assessing knowledge about lymphatic filariasis and the implementation of mass drug administration amongst drug deliverers in three districts/cities of Indonesia","year":2018,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"Task Force for Global Health","keywords":"Mass drug administration; Lymphatic filariasis; Logistic regression; Environmental health; Medicine; Socioeconomics; Filariasis; Internal medicine; Immunology; Sociology; 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":[0.000303823,0.0001490778,0.0003319168,0.0001626389,0.00008551919,0.00004487046,0.00008111628,0.0000310716,0.0000863257],"category_scores_gemma":[0.00009694713,0.0001052788,0.00007986514,0.000321563,0.000513376,0.0001973918,0.00002660544,0.00005475094,0.000005393351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050697,"about_ca_system_score_gemma":0.0002993634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524071,"about_ca_topic_score_gemma":0.00142153,"domain_scores_codex":[0.9987348,0.0001504445,0.0003908455,0.0001977441,0.0002932307,0.0002329712],"domain_scores_gemma":[0.9989254,0.0004292811,0.0001821208,0.0001997134,0.0001537585,0.0001096745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004089701,0.0001807077,0.9890223,0.0001590759,0.0001552604,0.00001066419,0.002110326,7.659426e-7,0.0006708621,0.0005113148,0.00005104431,0.00671872],"study_design_scores_gemma":[0.003552511,0.0001724657,0.9712,0.0001627,0.0002267234,0.000004988614,0.003562902,0.0003751859,0.02039958,0.0002556566,0.000006287992,0.00008100989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968771,0.001231683,0.0001317521,0.0001608971,0.00004329929,0.0005941118,0.00003474233,0.00001239673,0.0009139834],"genre_scores_gemma":[0.9994908,0.00009681131,0.0001749861,0.00001472124,0.00003879936,0.00006103591,0.00008021308,0.0000117891,0.00003087074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972871,"threshold_uncertainty_score":0.4293146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790358874362907,"score_gpt":0.3567895951489853,"score_spread":0.3388860064053562,"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."}}