{"id":"W3155920103","doi":"10.1186/s13071-021-04720-7","title":"Spatial and seasonal distribution of Bulinus globosus and Biomphalaria pfeifferi in Ingwavuma, uMkhanyakude district, KwaZulu-Natal, South Africa: Implications for schistosomiasis transmission at micro-geographical scale","year":2021,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; International Development Research Centre","keywords":"Intermediate host; Bulinus; Biology; Biomphalaria; Snail; Ecology; Schistosomiasis; Gastropoda; Schistosoma haematobium; Spatial distribution; Planorbidae; Abundance (ecology); Veterinary medicine; Host (biology); Zoology; Helminths; Geography; Schistosoma mansoni","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":[0.0002227362,0.0001781496,0.0001580489,0.0008678007,0.0003065662,0.0003019601,0.000239324,0.0001536583,0.001129117],"category_scores_gemma":[0.0006410103,0.0001727229,0.000142212,0.001031459,0.0004055338,0.0002965468,0.0003663752,0.0001055634,0.00009505611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555896,"about_ca_system_score_gemma":0.0003850561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03294852,"about_ca_topic_score_gemma":0.09697034,"domain_scores_codex":[0.9998457,0.00002830535,0.00001796417,0.00003523105,0.00002209858,0.0000506063],"domain_scores_gemma":[0.999632,0.00005587493,0.0002143699,0.00001199864,0.00003523504,0.000050439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009281404,0.00002208738,0.9882371,0.000124343,0.00003060385,0.0005170239,0.002565923,0.0001021902,0.003490834,0.00006532034,0.0001512374,0.004600557],"study_design_scores_gemma":[0.000001167865,0.00001886929,0.9979904,0.00001291174,0.000007072826,0.0001508405,0.001512393,0.00006589673,0.00006140581,0.000006975986,0.0001699712,0.000002204107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994842,0.0001095652,0.00002668614,0.00001488226,8.231887e-7,0.000007694898,0.000173404,0.000001291898,0.0001814496],"genre_scores_gemma":[0.9996349,0.00006127193,0.00007132351,0.000003536143,6.579207e-7,0.00001071747,0.00009751381,3.820236e-7,0.0001195841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294852,"threshold_uncertainty_score":0.06551349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247693593348745,"score_gpt":0.2624643080116278,"score_spread":0.2499873720781404,"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."}}