{"id":"W6884623480","doi":"10.11575/prism/45254","title":"Soil transmitted helminth infection in primary school children varies with ecozone in the Ngorongoro Conservation Area, Tanzania","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trichuriasis; Trichuris; Ascariasis; Ascaris lumbricoides; Trichuris trichiura; Strongyloides stercoralis; Necator americanus; Helminths; Hookworm Infections","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003069034,0.0003527231,0.0005714116,0.0008201224,0.00007731272,0.00002398696,0.0003489986,0.0004217118,0.002239728],"category_scores_gemma":[0.0000297949,0.0003451209,0.0001009261,0.0009909329,0.000363873,0.0001739281,0.00006555098,0.0006401108,0.00005477025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382636,"about_ca_system_score_gemma":0.0006118482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07927396,"about_ca_topic_score_gemma":0.2089885,"domain_scores_codex":[0.998128,0.0004228402,0.0002200051,0.0004790024,0.0004638013,0.0002863754],"domain_scores_gemma":[0.9989495,0.00008588635,0.0003270645,0.0004842332,0.00008681352,0.00006649303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441248,0.001298813,0.8713037,0.0005270091,0.0007074132,0.0005601515,0.002623529,0.00009772881,0.0005636754,0.0005123925,0.1181623,0.002202006],"study_design_scores_gemma":[0.003501692,0.0001240945,0.9703322,0.001165262,0.000185848,0.00004381287,0.0002888592,0.0001632567,0.00003707171,0.00003052189,0.02366777,0.0004595998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5410187,0.0009889004,0.001815333,0.0003453539,0.00008423952,0.002104689,0.0002431389,0.0002751993,0.4531244],"genre_scores_gemma":[0.3834251,0.006722214,0.01253527,0.003577088,0.0006789304,0.00002820017,0.02602475,0.003712147,0.5632963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1575936,"threshold_uncertainty_score":0.9999001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006240797335146951,"score_gpt":0.173540221539893,"score_spread":0.167299424204746,"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."}}