{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007852064,0.0002513557,0.0002582254,0.0007828642,0.0007938804,0.0006452995,0.0002747251,0.0002799253,0.001406167],"category_scores_gemma":[0.002316898,0.0002772215,0.00008720894,0.0008044319,0.0004578308,0.0003141473,0.0006316837,0.0003321809,0.0002565244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367435,"about_ca_system_score_gemma":0.0004113441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707226,"about_ca_topic_score_gemma":0.003879472,"domain_scores_codex":[0.9994965,0.0002117239,0.00004891685,0.00006360472,0.00007877583,0.0001004729],"domain_scores_gemma":[0.9993371,0.0001045767,0.0002770791,0.00002383214,0.0001278844,0.0001294546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115085,0.00006196745,0.9885001,0.00007740894,0.00001413402,0.0008051141,0.00214941,0.00002436359,0.0006143814,0.00005329735,0.0005831551,0.007005177],"study_design_scores_gemma":[0.00001936596,0.0003652389,0.9871742,0.0001510165,0.00002421814,0.004016781,0.004995537,0.0001097344,0.0003026857,0.00009770456,0.002729133,0.00001454047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986248,0.0006479335,0.00004586325,0.00005757469,0.000009425613,0.00001661307,0.0001155973,0.000003644594,0.0004785423],"genre_scores_gemma":[0.9990488,0.000407225,0.0001362374,0.0000635332,0.000007197616,0.00001840747,0.00009472948,0.00000108543,0.0002229142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003707226,"threshold_uncertainty_score":0.007371306,"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."}}