{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009826928,0.0002212072,0.0003782009,0.0001248739,0.0003331687,0.00002700761,0.0001020505,0.0002561033,0.00006035837],"category_scores_gemma":[0.00009911178,0.00021573,0.0001449462,0.0003389669,0.0003039184,0.00008042094,0.00008122195,0.0001939381,0.00001039498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007904487,"about_ca_system_score_gemma":0.00005781879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002484822,"about_ca_topic_score_gemma":0.0002680115,"domain_scores_codex":[0.9986456,0.0001079722,0.0003829459,0.0004760032,0.00003903925,0.0003484291],"domain_scores_gemma":[0.9991603,0.0003291163,0.0001444252,0.0001742507,0.0001166464,0.00007525695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002919589,0.0002242843,0.5431566,0.00003911782,0.0000960482,0.00000201325,0.0004704413,0.000001943962,0.4516461,0.0001964174,0.0002134699,0.003661623],"study_design_scores_gemma":[0.00135901,0.0001279193,0.9350904,0.00005946867,0.0001419855,0.0001222715,0.0001003833,0.0000465379,0.0543598,0.0001176791,0.00825471,0.0002198383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868967,0.006703652,0.00325845,0.0004342569,0.0001410881,0.0002846436,0.002206842,0.00003037915,0.00004397012],"genre_scores_gemma":[0.9973215,0.000236347,0.0003587063,0.0000159365,0.00002320982,0.00005949533,0.001847946,0.00001451423,0.0001223089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3972863,"threshold_uncertainty_score":0.8797213,"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."}}