{"id":"W2313391467","doi":"10.1016/j.ijid.2016.02.422","title":"Uganda National Acute Febrile Illness Agent Detection Serosurvey 2004-2005","year":2016,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Medicine; Seroprevalence; Malaria; Serology; Outbreak; Public health; Rapid diagnostic test; Epidemiology; Environmental health; Virology; Immunology; Internal medicine; Antibody; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009370486,0.000582337,0.0002377667,0.001191275,0.0003802161,0.0002991736,0.0005187261,0.0001600199,0.001279601],"category_scores_gemma":[0.002473487,0.0003028642,0.0001873641,0.0009115278,0.0001786341,0.0002532882,0.000788681,0.0001890918,0.0005285716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005461,"about_ca_system_score_gemma":0.0007591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619972,"about_ca_topic_score_gemma":0.021055,"domain_scores_codex":[0.9993441,0.0002412986,0.0001319286,0.00008611244,0.0001387102,0.00005802587],"domain_scores_gemma":[0.9985072,0.0001407538,0.0006318605,0.0001095019,0.0005163806,0.00009435551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003606463,0.00009572165,0.9609998,0.0004152617,0.00006564883,0.0002400514,0.001370946,0.0003956333,0.002106645,0.00008001093,0.007197191,0.02667236],"study_design_scores_gemma":[0.00002933548,0.0003542571,0.9893507,0.00009623762,0.00002362578,0.0003482241,0.0006326969,0.000342212,0.001431065,0.00002966175,0.007354336,0.000007556382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724411,0.0004709717,0.001113717,0.0001146935,0.00002662532,0.0006885667,0.02068963,0.00009807233,0.004356499],"genre_scores_gemma":[0.9684332,0.0006490807,0.004632191,0.0002167308,0.00001890945,0.001278881,0.02281838,0.00001606392,0.0019365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619972,"threshold_uncertainty_score":0.03221089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273401577649671,"score_gpt":0.3020699638082061,"score_spread":0.2893359480317094,"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."}}