{"id":"W2175067353","doi":"10.5858/135.2.220","title":"Malaria in Malawi: inside a research autopsy study of pediatric cerebral malaria.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Malaria Research and Control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Institute of Allergy and Infectious Diseases; Wellcome Trust","keywords":"Cerebral Malaria; Autopsy; Malaria; Coma (optics); Medicine; Context (archaeology); Cause of death; Pediatrics; Verbal autopsy; Intensive care medicine; Pathology; Plasmodium falciparum; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.003203577,0.0001837913,0.0005116729,0.001096881,0.0000647924,0.00002564282,0.0003670436,0.0001668101,0.0006264348],"category_scores_gemma":[0.001298034,0.0001577106,0.00009098394,0.00137575,0.00009813972,0.0001538675,0.0002655085,0.0009307849,0.00004393065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270969,"about_ca_system_score_gemma":0.0002364579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848558,"about_ca_topic_score_gemma":0.0007234823,"domain_scores_codex":[0.9960086,0.000585508,0.000581882,0.0004962411,0.001140057,0.001187709],"domain_scores_gemma":[0.9981825,0.0001853373,0.00008987397,0.0007302901,0.0003441422,0.0004679076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002905621,0.004108414,0.9738567,0.0001555218,0.0001470621,0.0007068481,0.001670734,7.729071e-7,0.00005337605,0.006018308,0.001275819,0.009100781],"study_design_scores_gemma":[0.007554117,0.0007711092,0.9896793,0.000008342055,0.00007067648,0.0000186748,0.0009367206,0.0000623029,0.0001228853,0.0004906805,0.0001589543,0.0001262147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632294,0.000189085,0.00000633733,0.001751835,0.0001313707,0.004875426,0.000005891315,0.00005082368,0.02975982],"genre_scores_gemma":[0.994119,0.00002234527,0.0001466713,0.00009090555,0.0003099217,0.003258387,0.000004139904,0.00003584243,0.002012738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03088964,"threshold_uncertainty_score":0.6859022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257362178815416,"score_gpt":0.3259942473288399,"score_spread":0.2002580294472983,"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."}}