{"id":"W2804639808","doi":"10.1186/s40249-018-0412-9","title":"Distribution of Plasmodium spp. infection in asymptomatic carriers in perennial and low seasonal malaria transmission settings in West Africa","year":2018,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Malaria Research and Control","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; UNICEF","keywords":"Malaria; Asymptomatic; Epidemiology; Tropical medicine; Medicine; Public health; Transmission (telecommunications); Environmental health; Rapid diagnostic test; Asymptomatic carrier; Veterinary medicine; Immunology; Internal medicine; Pathology","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":[0.0002592613,0.0001521479,0.0003921377,0.0002746725,0.0000324938,0.00001299517,0.00004793662,0.000131314,0.0001870814],"category_scores_gemma":[0.0005306362,0.0001353963,0.00008557325,0.0004548393,0.0001614789,0.0001611407,0.00003006515,0.0002098098,0.000003244459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168406,"about_ca_system_score_gemma":0.0002882051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045321,"about_ca_topic_score_gemma":0.001008443,"domain_scores_codex":[0.9985796,0.0001359004,0.0003987743,0.0002484811,0.0003262458,0.0003110054],"domain_scores_gemma":[0.9993138,0.000116906,0.0001050827,0.0001440338,0.0001172346,0.0002029489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565043,0.0007710147,0.9902885,0.0005944868,0.00003081841,0.00002243976,0.0002479403,0.00003256308,0.002278609,0.0001806609,0.0002226259,0.003765314],"study_design_scores_gemma":[0.006098386,0.0007797147,0.9811447,0.0005637069,0.00005083656,0.00001312813,0.00003973587,0.0102521,0.0005738372,0.000295513,0.00007554108,0.0001127802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997914,0.0002062998,0.000205438,0.0004721279,0.00006024521,0.0005459398,0.0001189362,0.00002291554,0.0004541258],"genre_scores_gemma":[0.9997023,0.00006044917,0.000009799387,0.00003959593,0.00005498242,0.00003795319,0.00006911175,0.00001157873,0.00001425597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021954,"threshold_uncertainty_score":0.55213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005110307167935787,"score_gpt":0.2404827195710711,"score_spread":0.2353724124031353,"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."}}