{"id":"W3015194191","doi":"10.5539/gjhs.v12n4p127","title":"Unmet Needs to Treat Schistosomiasis in Children Under Five Years Old in uMkhanyakude District of KwaZulu-Natal, South Africa","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; National Institute for Health and Care Research","keywords":"Schistosomiasis; Medicine; Human resources; Environmental health; Mass drug administration; Business; Socioeconomics; Geography; Political science; Population; Immunology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000431668,0.0002919418,0.0003120054,0.001147233,0.001211036,0.0008995269,0.0006170016,0.0004161336,0.003695047],"category_scores_gemma":[0.001923712,0.0002717716,0.0002904764,0.001733409,0.0005374848,0.0008810917,0.001409098,0.0004839471,0.0001979251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319004,"about_ca_system_score_gemma":0.003446505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06353898,"about_ca_topic_score_gemma":0.1465771,"domain_scores_codex":[0.9992448,0.0001842488,0.00006873401,0.00003776481,0.00006842636,0.0003961168],"domain_scores_gemma":[0.9991165,0.0001336277,0.0002995547,0.00001940484,0.00008387926,0.000347056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420276,0.0001854675,0.9192548,0.001079802,0.00009077707,0.005177306,0.02990297,0.0004657425,0.002859774,0.001892163,0.003455312,0.03549395],"study_design_scores_gemma":[0.00001186202,0.00007888039,0.9497052,0.0002869456,0.00003391355,0.0008185568,0.04278059,0.000180837,0.0001446525,0.0002154902,0.005725368,0.0000177908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953488,0.0006954232,0.00005258646,0.001358043,0.00001011837,0.00004675714,0.0004815797,0.000004102969,0.0020026],"genre_scores_gemma":[0.9980488,0.0007746536,0.000268935,0.0001666634,0.000008682595,0.00006853759,0.0002664416,0.000001939469,0.0003953373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06353898,"threshold_uncertainty_score":0.1263382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229805706900339,"score_gpt":0.3143453971787037,"score_spread":0.2920473401097003,"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."}}