{"id":"W3026867457","doi":"10.1186/s12889-020-08755-w","title":"Soil-transmitted helminthiasis in four districts in Bangladesh: household cluster surveys of prevalence and intervention status","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johnson and Johnson; Government of Canada","keywords":"Medicine; Ascaris lumbricoides; Trichuris trichiura; Public health; Biostatistics; Trichuris; Environmental health; Helminthiasis; Cluster (spacecraft); Epidemiology; Tanzania; Demography; Veterinary medicine; Helminths; Socioeconomics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006294454,0.0003349019,0.0002910089,0.001019689,0.0007189822,0.0004762339,0.0004797097,0.0003913898,0.0009963656],"category_scores_gemma":[0.001210914,0.0004103727,0.0002198022,0.001544787,0.0007495654,0.0003870425,0.0008913713,0.0002144589,0.0002406408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226417,"about_ca_system_score_gemma":0.0009940563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06843165,"about_ca_topic_score_gemma":0.07712425,"domain_scores_codex":[0.9990941,0.0003327926,0.00008021118,0.0001749042,0.0001249717,0.0001930898],"domain_scores_gemma":[0.999198,0.00009717085,0.0003288599,0.00006002461,0.0001568269,0.0001590388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007996526,0.00006743358,0.9952485,0.00003117519,0.0000396205,0.00005609457,0.001463031,0.00009487827,0.000583624,0.00002188577,0.0001156257,0.002198196],"study_design_scores_gemma":[0.00001065302,0.0001383436,0.9970348,0.000009077181,0.0000157278,0.00006146958,0.002378878,0.0001050464,0.00008048876,0.00001428486,0.0001448557,0.000006317584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994615,0.00002289574,0.00004816854,0.0000136778,4.894169e-7,0.00003966364,0.0002653566,0.000002429732,0.000145974],"genre_scores_gemma":[0.9994646,0.00003138422,0.0001173702,0.00001149095,6.859051e-7,0.00004722009,0.0002186717,6.862518e-7,0.0001079173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06843165,"threshold_uncertainty_score":0.1360667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06447902569803181,"score_gpt":0.3131464929118356,"score_spread":0.2486674672138038,"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."}}