{"id":"W2902520845","doi":"10.1093/cid/ciy1005","title":"Prevalence and Epidemiological Characteristics of Asymptomatic Malaria Based on Ultrasensitive Diagnostics: A Cross-sectional Study","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Calgary Laboratory Services; University of Calgary","funders":"Addis Ababa University; University of Calgary; Calgary Laboratory Services; World Health Organization","keywords":"Medicine; Malaria; Asymptomatic; Internal medicine; Cross-sectional study; Rapid diagnostic test; Epidemiology; Gold standard (test); Immunology; Confidence interval; Tropical medicine; Plasmodium falciparum; Gastroenterology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001369996,0.0003258972,0.0003354161,0.0005699334,0.0002926847,0.0005033833,0.0003361912,0.0005268516,0.0008328647],"category_scores_gemma":[0.002559192,0.0005010529,0.0002865616,0.0005931819,0.0003700074,0.0006059564,0.0003378274,0.0005187918,0.0002417352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174897,"about_ca_system_score_gemma":0.0001740151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989241,"about_ca_topic_score_gemma":0.001811417,"domain_scores_codex":[0.9991417,0.0003308177,0.0000907076,0.0002106414,0.0001495886,0.00007650886],"domain_scores_gemma":[0.99737,0.000623462,0.001040395,0.0002199826,0.0003999737,0.0003461771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004714438,0.00004049449,0.9994403,0.000003579354,0.00002430498,0.0000186769,0.00006213001,0.000008092882,0.0001501769,0.000003921214,0.00001744865,0.0001839207],"study_design_scores_gemma":[0.000004304441,0.0001803413,0.999234,0.000003224455,0.00001903956,0.0002320058,0.000139166,0.00009343187,0.0000452525,0.000006497399,0.00004014548,0.000002679055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995748,0.00006805912,0.00008045254,0.000007621914,0.000001767533,0.000008756905,0.0001189266,0.000001193552,0.0001382938],"genre_scores_gemma":[0.999661,0.00003298009,0.00009974647,0.00001463117,0.00000312002,0.000007056668,0.0001440802,7.920776e-7,0.00003666208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989241,"threshold_uncertainty_score":0.007245302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519717353059666,"score_gpt":0.4048631643779756,"score_spread":0.359665990847379,"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."}}