{"id":"W2102394881","doi":"10.1098/rstb.2013.0559","title":"Potential effects of warmer worms and vectors on onchocerciasis transmission in West Africa","year":2015,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for International Development; Imperial College London; Leverhulme Trust; International Development Research Centre; Wellcome Trust","keywords":"Onchocerca volvulus; Onchocerciasis; Vector (molecular biology); Biology; Pupa; Simulium; Larva; Population; Ecology; Transmission (telecommunications); Filariasis; Zoology; Helminths; Demography; Immunology","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":[0.0002554667,0.0001070086,0.0002446878,0.00003076149,0.0001105854,0.000006382629,0.0001457914,0.000105115,0.00004433403],"category_scores_gemma":[0.00009845313,0.00004952908,0.0002621208,0.0003697699,0.001119616,0.00002858956,0.00001287364,0.0001876425,0.000002000548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004835849,"about_ca_system_score_gemma":0.00008513565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006868019,"about_ca_topic_score_gemma":6.210388e-7,"domain_scores_codex":[0.9988251,0.00009981542,0.0001819552,0.0002316988,0.0004391841,0.0002222965],"domain_scores_gemma":[0.999349,0.0002209571,0.00003614444,0.0001005991,0.00003621316,0.0002571151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01352755,0.05528701,0.5316594,0.002402375,0.002522094,0.0002142339,0.008349885,0.02467808,0.03932318,0.008503217,0.0006681735,0.3128648],"study_design_scores_gemma":[0.007345518,0.01356387,0.902684,0.0007466975,0.0005075191,0.00001503724,0.0005109312,0.01316914,0.0186773,0.04223353,0.0001419469,0.0004044592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903848,0.000727204,0.0009388064,0.006525825,0.00006819116,0.0003513799,0.00001160095,0.00001332596,0.0009788274],"genre_scores_gemma":[0.9992997,0.0001788629,0.0003842297,0.00006393099,0.00002508826,0.00001687536,9.359416e-7,0.000002547437,0.00002780045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710246,"threshold_uncertainty_score":0.4125274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483761024526138,"score_gpt":0.3153885338706343,"score_spread":0.2605509236253729,"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."}}