{"id":"W4230397207","doi":"10.12688/f1000research.4812.1","title":"Soil-transmitted helminths are a serious but understudied health concern in South Africa, requiring immediate attention from the scientific community.","year":2014,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation","keywords":"Tuberculosis; Helminths; Environmental health; Neglected tropical diseases; Human immunodeficiency virus (HIV); Medicine; Immunology; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002621509,0.0007192975,0.001333437,0.00297319,0.001307403,0.003117134,0.0005865934,0.001152904,0.01359816],"category_scores_gemma":[0.01162082,0.0002865452,0.0004664368,0.00742793,0.001309067,0.00316794,0.001681114,0.001188089,0.003070734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009373932,"about_ca_system_score_gemma":0.006612739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0079998,"about_ca_topic_score_gemma":0.01069206,"domain_scores_codex":[0.9984522,0.0004373629,0.0002565995,0.0001724878,0.0005195671,0.0001617586],"domain_scores_gemma":[0.9914432,0.00413635,0.002652112,0.0003701399,0.0009613901,0.0004367224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003288436,0.00007758242,0.05836697,0.02923318,0.0003495852,0.002775064,0.004035766,0.000294753,0.01491211,0.005706868,0.07255249,0.8113668],"study_design_scores_gemma":[0.00004784921,0.0003113555,0.1547915,0.01165175,0.000395472,0.004242722,0.01111023,0.0002398698,0.00421418,0.01050426,0.802376,0.0001148763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1168357,0.667289,0.006109262,0.1528981,0.005372952,0.0003472173,0.02351695,0.0004899309,0.02714102],"genre_scores_gemma":[0.2104212,0.7464015,0.01261414,0.009834882,0.002999179,0.0001474562,0.01069379,0.00009756266,0.006790332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359816,"threshold_uncertainty_score":0.04549044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116296261592096,"score_gpt":0.3694966973055382,"score_spread":0.2532004357134423,"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."}}