{"id":"W3015206240","doi":"10.1111/trf.15775","title":"Malaria parasitemia among blood donors in Uganda","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Malaria Research and Control","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute","keywords":"Parasitemia; Malaria; Medicine; Asymptomatic; Plasmodium falciparum; Blood transfusion; Immunology; Internal medicine; Veterinary medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001419524,0.0001019012,0.000225493,0.00006501393,0.00003395418,0.00001414231,0.00007656089,0.00009671094,0.001100345],"category_scores_gemma":[0.00006245366,0.00008437113,0.00007520579,0.0002569743,0.0000323287,0.00006368561,0.00001133392,0.0003443806,0.00006124574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436717,"about_ca_system_score_gemma":0.00006505213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005273343,"about_ca_topic_score_gemma":0.0004181837,"domain_scores_codex":[0.9990081,0.00004879113,0.0001867665,0.0002356347,0.0002575176,0.000263184],"domain_scores_gemma":[0.9994964,0.00003080144,0.00001450593,0.0001362947,0.00002781359,0.0002941551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00276909,0.0002930423,0.7827638,0.0002256803,0.00006936545,0.001057869,0.001412626,0.00001947276,0.2024836,0.0007860346,0.0003882751,0.007731155],"study_design_scores_gemma":[0.01040075,0.0007262537,0.9726586,0.0001103724,0.00009732891,0.00001703778,0.0001197535,0.001856766,0.01299326,0.00005434681,0.0008179689,0.0001476123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775941,0.0001345004,0.0004291697,0.01607799,0.00002918641,0.0005616022,0.000003778864,0.00005793864,0.005111765],"genre_scores_gemma":[0.9985334,0.0003653024,0.0001056498,0.0006102104,0.0001225557,0.00002481411,0.00001372817,0.00001439279,0.0002099283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898947,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430749654626412,"score_gpt":0.2576812952831244,"score_spread":0.2433737987368603,"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."}}