{"id":"W2069019144","doi":"10.1155/2009/893890","title":"Parasitic Diseases, Diagnostic Approaches, and Therapies","year":2009,"lang":"en","type":"article","venue":"Interdisciplinary Perspectives on Infectious Diseases","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Intensive care medicine; Malaria; Blood smear; Diagnosis of malaria; Parasitic infection; Immunology; Plasmodium falciparum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006496548,0.0004081026,0.0004113316,0.0002905081,0.0007642508,0.00009569786,0.0001579437,0.0001614608,0.0003726868],"category_scores_gemma":[0.0004507928,0.0003552906,0.0002060364,0.0002076622,0.0005623535,0.0002122289,0.00009580575,0.0003188699,0.0003558054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625941,"about_ca_system_score_gemma":0.00005565081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000922813,"about_ca_topic_score_gemma":0.000005589377,"domain_scores_codex":[0.9982705,0.0002163568,0.0002814951,0.0006780876,0.00007039652,0.0004831873],"domain_scores_gemma":[0.9980323,0.001240741,0.0001044666,0.0004209089,0.00007880801,0.0001227154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001662167,0.02562462,0.492151,0.0001581886,0.002527632,0.000533783,0.02588197,0.0007871468,0.002699138,0.3375702,0.02472654,0.08567762],"study_design_scores_gemma":[0.00206095,0.003022137,0.9488168,0.0001506395,0.0004075889,0.0003383885,0.008512646,0.00002475353,0.0001897865,0.03521911,0.0005601642,0.0006969895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585515,0.02114368,0.0004996855,0.0009473942,0.0005933339,0.0005919635,0.0003127397,0.000555509,0.01680418],"genre_scores_gemma":[0.9985651,0.0004755733,0.00001076448,0.0002623206,0.0001650259,0.0001192701,0.0001038445,0.00002721244,0.0002708737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566659,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153639328062682,"score_gpt":0.2731682958082566,"score_spread":0.2616319025276297,"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."}}