{"id":"W2024590979","doi":"10.1371/journal.pone.0004317","title":"Retinal Pathology of Pediatric Cerebral Malaria in Malawi","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Wellcome Trust","keywords":"Cerebral Malaria; Autopsy; Medicine; Coma (optics); Pathology; Cortical blindness; Petechial rash; Cause of death; Cerebral edema; Gliosis; Fibrin; Hyaline; Glial fibrillary acidic protein; Retinopathy of prematurity; Malaria; Surgery; Plasmodium falciparum; Internal medicine; Immunohistochemistry; Immunology; Disease; Biology; Gestational age","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":[0.0002325112,0.0002799172,0.000157618,0.001029065,0.0006439185,0.0004787401,0.0001777021,0.0002129956,0.002423823],"category_scores_gemma":[0.0005609962,0.0002649783,0.000110527,0.0005073461,0.0005852997,0.0002645782,0.0004059594,0.0003178123,0.0002148423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007937435,"about_ca_system_score_gemma":0.0004671403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007073786,"about_ca_topic_score_gemma":0.009607595,"domain_scores_codex":[0.999851,0.0000212091,0.0000133513,0.00002674399,0.00003219674,0.00005554986],"domain_scores_gemma":[0.9996747,0.0000271955,0.000204013,0.00001304818,0.00004944728,0.0000316663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000241495,0.00005758575,0.9342262,0.0003298253,0.00006231762,0.02260783,0.001530333,0.0001602489,0.01487326,0.0003693975,0.001069194,0.02447222],"study_design_scores_gemma":[0.00001151265,0.0001161374,0.9627933,0.00008234491,0.00002976581,0.03227329,0.0009236065,0.0001838982,0.00176846,0.00008846426,0.001724076,0.000005214931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953458,0.002440676,0.0002034917,0.0001355149,0.000008286224,0.0000263356,0.0001411779,0.00001394994,0.001684758],"genre_scores_gemma":[0.9982988,0.001057484,0.0002830775,0.00004505357,0.000009717478,0.000009032075,0.00008742929,0.000001747885,0.0002076668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007073786,"threshold_uncertainty_score":0.01406521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376247038377785,"score_gpt":0.2652961388223126,"score_spread":0.2315336684385347,"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."}}